Research Insights Jobs in Bengaluru

Senior Product Designer Location: Bengaluru About Us: Observe.AI Observe.AI is a leading AI-powered platform transforming customer experience through intelligent automation. Our platform enables enterprises to deploy AI agents that seamlessly manage customer interactions, providing natural, human-like conversations with predictable outcomes. By combining advanced speech understanding, workflow automation, and enterprise-grade governance, Observe.AI enhances both human and AI agent performance. Our clients, including DoorDash, Affordable Care, Signify Health, and Verida, rely on Observe.AI to revolutionize their customer experiences, accelerating service delivery, boosting operational efficiency, and building stronger customer loyalty across all communication channels. As a member of the Product Design Team, you ll collaborate with a diverse group of talented individuals. We are committed to cultivating a strong design culture one that emphasizes collaboration, mentorship, and design excellence. Here, your work will directly influence product strategy, improve workflows, and help set new industry standards for user experience. As a Senior Product Designer, you ll play a pivotal role in shaping the user experience and interface of our products, bringing designs to life that empower our users and push the boundaries of the AI-powered solutions we deliver. What You ll Be Doing: Lead Design Solutions: Take ownership of design projects across multiple product areas, creating scalable and flexible design systems that enhance user experiences. Product Vision & Strategy: Help refine and define the long-term design direction of our products, working both independently and collaboratively with cross-functional teams to set strategic design goals. User Research & Data-Driven Design: Utilize qualitative and quantitative research to inform design decisions, ensuring solutions effectively meet user needs and solve real-world problems. Visual & Interaction Design Excellence: Create polished, high-quality, visually appealing, and user-friendly designs. Consider accessibility, responsiveness, and edge cases to ensure optimal usability. Design Systems Contribution: Help evolve and improve our design systems, contributing to consistency and efficiency across Observe.AI s platform. Cross-Functional Collaboration: Work closely with product managers, engineers, and other stakeholders to ensure seamless execution from initial concept to final implementation. Mentorship & Leadership: Guide and mentor junior designers, sharing expertise and fostering a culture of design excellence within the team. What You ll Bring to the Role: 7-9+ years of experience in UX/UI or Product Design, with a strong portfolio demonstrating impactful design work across complex projects. Experience designing Large Language Model (LLM)-powered products such as chatbots, voicebots, or other AI-driven solutions. Domain knowledge in the Contact Center Industry, with an understanding of its unique challenges and user needs. Expertise in user-centered design, interaction design, and usability best practices. Experience contributing to or building design systems and scalable UI frameworks. Ability to simplify complex problems into clear, elegant solutions with a solid understanding of information architecture and workflow design. Strong storytelling and communication skills, with the ability to present design rationale and influence stakeholders at all levels of the organization. Experience conducting user research, analyzing data, and using insights to drive product improvements. A proactive, self-starter mindset able to drive projects independently while collaborating effectively with cross-functional teams. Compensation, Benefits, and Perks: Medical Insurance: Comprehensive coverage, including free online doctor consultations. Leave Policies: Generous annual leave (national & festive holidays), privilege leave, sick leave, and parental leave. Learning & Development: A dedicated fund to support your continuous learning and professional growth. Flexible Benefit Plans: Tax exemptions (e.g., Meal card, PF) to optimize your benefits. Cultural Engagement: Fun events to build team culture and foster a strong work environment. How to Apply: To be considered for this role, please submit your resume and portfolio through our career portal or LinkedIn. If your portfolio requires a password, please provide it. We are particularly interested in seeing: Clear problem definitions based on research. Your creative process for developing solutions. Strong rationale behind design decisions. Polished UI & interaction designs that address defined problems.

Position: Product Manager Growth Location: Bengaluru Employment Type: Full-Time About Zolve Zolve is the world s first **cross-border neo-bank**, enabling migrants and global citizens to access financial products such as credit, checking accounts, insurance, and loans based on their home-country credit score. By breaking geographical barriers, Zolve empowers users to navigate the world freely, offering seamless access to financial services across countries. As we continue to expand, we are looking for a strategic Growth Product Manager to drive initiatives that scale **user acquisition, engagement, and retention**. Role Overview The Growth Product Manager will lead **product-led growth** initiatives, leveraging data, experiments, and cross-functional collaboration to scale impactful features. This role requires a strategic thinker with hands-on execution skills, capable of **optimizing product funnels**, improving retention, and driving measurable growth. Key Responsibilities Growth Strategy & Execution Define and own the growth strategy across **acquisition, engagement, and retention**. Identify and prioritize high-leverage growth opportunities using analytics, user research, and market insights. Track industry shifts, competitor moves, and emerging technologies to infuse fresh ideas. Product Optimization Design and optimize **growth levers**, including onboarding funnels, referral programs, cross-sell/upsell flows, and engagement loops. Run **A/B and multivariate experiments**, deriving insights to boost conversion, reduce churn, and scale adoption. Elevate product thinking internally through PRD reviews, assumption challenges, and growth metric refinement. Metrics & Analytics Own critical **KPIs** such as **activation, retention, DAU/MAU, LTV, and ARPU**. Turn quantitative and qualitative insights into actionable strategies to improve product performance. Cross-Functional Leadership Collaborate with engineering, design, marketing, and executive teams to align growth initiatives with company objectives. Communicate effectively, presenting **data-driven business cases** and influencing stakeholders across levels. Qualifications Education: Bachelor s or Master s degree in Marketing, Business Administration, or related field. Certifications in Google Ads, Facebook Blueprint, or similar are a plus. Experience: **6 8 years of Product Management experience** with a strong growth focus, ideally in **fintech, consumer tech, or data-driven startups**. Proven track record of launching, scaling, and optimizing products with measurable growth outcomes. Hands-on experience with **A/B testing and analytics tools (SQL, Mixpanel, Amplitude, GA, etc.)**. Strong understanding of fintech business models, growth metrics, and regulatory dynamics. Skills & Competencies: Exceptional **problem-solving, prioritization, and execution skills**. Ability to influence and align cross-functional teams, from engineers to executives. Excellent communication skills, with the ability to craft and present compelling business cases. **Entrepreneurial mindset** with high ownership, bias for action, and comfort in fast-paced environments. Qualification : Bachelors or Masters degree in Marketing, Business Administration, or related field

Strategic Initiatives Manager Founder s Office Location: Bangalore Experience: 2+ years Work Type: Full-Time About Scimplify Scimplify is a specialty chemicals manufacturing company providing end-to-end solutions from R&D and custom synthesis to large-scale manufacturing and doorstep delivery. Headquartered in Bengaluru, we serve industries including pharmaceuticals, agrochemicals, industrial chemicals, personal care, and fragrances. We enable 500+ businesses across 20+ countries to scale innovative chemicals from lab to commercial production. Backed by $54M from top-tier investors like Accel and Bertelsmann, we have a global team of 250+ professionals operating across India, Japan, USA, UAE, and Indonesia. Role Overview We are seeking a high-caliber Strategic Initiatives Manager to join the Founder s Office. This is a high-impact, cross-functional role offering direct exposure to strategic decision-making, business operations, and growth initiatives. You will work closely with the founders to solve complex problems and drive critical projects across the organization. Key Responsibilities Partner with founders on high-priority strategic and operational initiatives. Conduct research, market analysis, and data-driven insights to inform business decisions. Build internal processes and frameworks to address key organizational challenges. Collaborate with teams across product, operations, finance, and growth to execute special projects. Prepare reports, dashboards, and presentations for internal and external stakeholders. Requirements 2 6 years of experience in management consulting or related strategic roles. B.Tech/B.E from a Tier 1 college; a Master s degree is not required. Strong analytical and problem-solving skills. Excellent communication and stakeholder management abilities. High ownership, agility, and comfort with ambiguity. Willingness to hustle and go beyond defined responsibilities. Qualification : B.Tech/B.E from a Tier 1 college a Masters degree is not required

Position: Customer Lifecycle Manager Location: Bengaluru Department: Marketing Job Type: Full-Time About Laundryheap: Laundryheap is a fast-growing tech start-up that is revolutionizing the laundry and dry cleaning industry. We offer fast, reliable service with a 24-hour turnaround, currently operating in 14 global markets. As we expand and grow our dynamic team, we continue to disrupt the industry and deliver exceptional service to our customers worldwide. Role Objective: We are looking for a Customer Lifecycle Manager to drive customer engagement, retention, and long-term value (LTV) in a fast-paced, global environment. This role is crucial in fostering repeat customers on the Laundryheap app and website, utilizing data-driven strategies to enhance customer engagement across various digital channels. The ideal candidate will have a deep understanding of user journeys, retention marketing, and the importance of lifecycle marketing in enhancing customer satisfaction and maximizing customer lifetime value. Your primary objective: How do we make customers place order after order on Laundryheap s app? This will involve leveraging all available resources, including data, tools, cross-functional teams, and marketing channels. Key Responsibilities: Lifecycle Campaign Design & Execution: Define, design, and deploy customer communication journeys aligned with key lifecycle stages, using customer intent signals and lifecycle triggers across multiple channels (SMS, WhatsApp, Email, Push, In-App messaging). The goal is to drive timely actions, leading to habit formation and sustained engagement. Campaign Management: Manage end-to-end campaign setup, including logic, segmentation, creative assets, QA, launch, monitoring, and ongoing optimization. Own campaign design and execution using CRM tools like Braze, defining trigger logic, target audiences, templates, and communication frequency. Performance Analysis & Optimization: Monitor and analyze campaign performance using key platform and channel-specific metrics (e.g., deliverability, conversion rate (CVR), repeat purchase rate, frequency, and LTV). Conduct A/B and multivariate tests to refine messaging, cadence, and channel mix. Localization & Global Collaboration: Ensure all campaigns are localized and relevant to different global markets, working with in-market teams to ensure accurate translations and local insights. Collaborate with Brand, Product, and Customer Research teams to meet campaign goals. Data-Driven Insights & Reporting: Translate customer data and lifecycle metrics into actionable insights for campaign improvement. Leverage data to craft targeted, insight-led campaigns that influence user behavior. Collaboration & Creativity: Work closely with designers and copywriters to create impactful templates that drive customer engagement and conversions. Coordinate with cross-functional teams to ensure a seamless customer experience. Must-Have Experience & Skills: Experience: 3 5 years of hands-on customer lifecycle management experience, preferably in E-commerce or on-demand web and app-based businesses. CRM & Tools Expertise: Proven experience working with CRM tools and content management systems like Customer.io, Braze, or similar platforms. Analytical Skills: Strong analytical skills with the ability to interpret customer data, identify behavioral patterns, and translate insights into actionable strategies. Technical Knowledge: Understanding of email deliverability, push notifications, in-app messaging, and SMS/WhatsApp performance optimization and best practices. Project Management & Organizational Skills: Excellent project management and organizational skills, with the ability to manage multiple initiatives across global markets in a fast-paced, performance-driven environment. Communication & Copywriting: Strong written communication skills with a customer-first mindset, capable of developing persuasive and engaging messaging. Growth Mindset: Comfortable working in a test-and-learn environment, always striving for optimization and efficiency to improve lifecycle outcomes. Be part of a dynamic and fast-growing team in a globally expanding company. Work on innovative projects that push the boundaries of customer engagement. Competitive compensation and benefits in a high-performance culture. Opportunities for personal and professional growth in an international business.

Associate Product Manager UX Job Type: Full-Time Category: Product Management Location: Bangalore About Bright Bright is a fast-growing consumer fintech company on a mission to help Americans eliminate debt and build brighter financial futures. Using advanced data science and machine learning, Bright offers a powerful mobile platform that automates debt management and financial planning. With features like automated debt paydown, credit score improvement, refinancing, and smart budgeting tools, Bright supports users across credit cards, student loans, and auto loans. Backed by top-tier investors including Sequoia, Falcon Edge, and Hummingbird, Bright has raised over $90M in equity and debt funding. With 300,000+ users and 100,000+ positive reviews, Bright is one of the top emerging fintechs in the U.S. We re building the first global-scale Consumer Tech company from India designed for impact in the U.S. and beyond. About the Role As an Associate Product Manager UX, you will collaborate with Design, Engineering, Business, and Product teams to enhance the user experience across our key products: Bright Debt Manager, Bright Smart Account, and Bright Credit Accounts. Your focus will be on crafting seamless, intuitive, and intelligent user journeys that drive engagement and retention. Key Responsibilities Develop deep user insights through research, data analysis, and interviews. Define user personas and map detailed user journeys across key product touchpoints. Create wireframes and UX flows for onboarding, in-app interactions, notifications, and payment experiences. Collaborate with designers and engineers to translate concepts into high-fidelity UI. Maintain documentation of UX decisions across multiple Bright products and user experiences. Benchmark Bright s UX against leading consumer and fintech platforms. Define and track UX quality metrics to inform business and product decisions. What You ll Bring 2 4 years of experience in B2C Product, UX Design, or User Research roles. Strong understanding of product design principles and user-centered thinking. Proven ability to empathize with users and uncover usability pain points. Solid wireframing and prototyping skills (Figma, Sketch, or similar tools). Ability to work closely with UI designers to bring concepts to life. Bonus: Familiarity with front-end technologies (HTML, CSS, JavaScript frameworks). Experience at a high-growth consumer startup is a plus. What You ll Get The opportunity to join a world-class team building a global fintech brand. A culture that values ownership, inclusion, and innovation. Competitive compensation, including salary and stock options. A high-growth environment where your work directly impacts real users. Join us in building the future of consumer finance smart, data-driven, and user-first.

Job Title: Analyst / Senior Analyst Market Research Location: Bangalore Employment Type: Full-Time Job Overview We are seeking intellectually curious and detail-oriented professionals to join our high-performing Sector Research team. In this role, you will conduct deep-dive research into global technology sectors, track emerging startups, and provide insightful analysis to support data-driven investment decisions. This is an ideal opportunity for individuals passionate about startups, market trends, and competitive intelligence. Key Responsibilities Conduct comprehensive secondary research on global startups and emerging markets such as eCommerce, FinTech, HealthTech, SaaS, Robotics, and Enterprise Applications. Monitor investment trends, technological advancements, and the performance of key industry players. Develop sector-specific reports, landscapes, and strategic insights based on data-driven analysis. Identify, evaluate, and categorize high-potential startups worldwide. Become a subject matter expert in your assigned sector through continuous learning and research. Ideal Candidate Profile Graduates from top-tier institutes (IITs, NITs, BITS, IIMs) preferred. 0 3 years of experience in research, consulting, analytics, or strategy roles. Exceptional freshers with relevant internships are encouraged to apply. Strong interest in startups, venture capital, and sectoral market dynamics. Excellent analytical thinking, with outstanding written and verbal communication skills. Self-motivated, structured, and comfortable working independently in a fast-paced environment. What You Can Expect at Tracxn A meritocracy-driven, transparent, and collaborative culture free from internal politics. Exposure to like-minded, intellectually curious peers and continuous mentoring. Hands-on experience in building scalable, high-accuracy research processes. Fast-tracked learning and career growth with a clear performance-based progression path. Opportunities to make a meaningful impact from day one. Qualification : Graduates from top-tier institutes (IITs, NITs, BITS, IIMs) preferred

Job Title: Lead Analyst Market Research Location: Bangalore Employment Type: Full-Time Job Overview We are seeking a strategic and intellectually driven Lead Analyst to join our Sector Research team. In this role, you will lead deep-dive research into emerging global technology sectors, define scalable research frameworks, and produce high-impact insights. This position is ideal for professionals passionate about startups, emerging technologies, and becoming thought leaders in their sectors. Key Responsibilities Conduct in-depth research and develop deep domain expertise in assigned technology sectors such as SaaS, FinTech, HealthTech, Enterprise Applications, or ClimateTech. Design and implement structured research frameworks and data definitions for complex, evolving business models. Track and evaluate high-potential startups, technologies, and emerging global trends. Produce detailed sector landscapes, strategic reports, and research notes with actionable insights. Contribute to the development of scoring models and tagging frameworks to scale intelligence across platforms. Review and mentor the work of junior analysts to maintain quality, consistency, and research depth. Act as a sector-level thought partner and contribute to shaping the company s broader research direction. Graduates from top-tier institutions (IITs, NITs, BITS, IIMs) preferred. 4 8 years of experience in market research, consulting, venture capital/private equity, analytics, or strategy roles. Strong exposure to startups, emerging technologies, and sector-specific developments. Experience in secondary research, framework development, and report writing. Exceptional analytical, written, and verbal communication skills. Proven ability to work independently, define structure in ambiguity, and mentor cross-functional teams in a fast-paced environment. What You Can Expect at Tracxn Meritocracy-driven, candid, and transparent culture no internal politics. Work with intellectually curious and driven colleagues. Opportunity to design and implement research processes for accuracy, scalability, and impact. Continuous learning and mentorship in a high-growth environment. Clear, performance-based career progression with leadership visibility. Qualification : Graduates from top-tier institutions (IITs, NITs, BITS, IIMs) preferred

Job Title: Data Quality Analyst Location: Bangalore Employment Type: Full-Time About the Role We are seeking a detail-oriented and analytical Data Quality Analyst to join our dynamic Data Desk team. In this role, you will be responsible for maintaining the accuracy, consistency, and reliability of in-house reports, fulfilling client data requests, and conducting external research to support outreach and media engagement efforts. The ideal candidate will be highly organized, process-driven, and passionate about working with data in a fast-paced environment. Key Responsibilities Quality Control of In-House Reports Review and verify internal reports for accuracy, completeness, and consistency. Identify and correct data errors or inconsistencies. Maintain and update quality control documentation and SOPs. Serve Client Data Requests Understand and interpret data-related queries and requirements from clients. Compile, format, and deliver high-quality, client-ready data in a timely manner. Conduct final QC checks before data delivery to ensure reliability and precision. External Research Conduct secondary research to support outreach efforts, including partnerships with journalists and media houses. Analyze market trends, industry data, and other external information sources. Translate research into actionable insights that inform strategic outreach and content development. Who Should Apply 2 4 years of experience in data analysis, quality control, or research-related roles. Strong interest in the startup ecosystem, venture capital, and emerging tech trends. Ability to perform structured secondary research and market analysis. High attention to detail with a process-oriented mindset. Strong analytical thinking and written communication skills. Ability to work independently and manage multiple tasks effectively. Open to continuous learning and feedback, with a growth mindset. A meritocratic environment where decisions are transparent and data-backed. A candid and collaborative culture that values curiosity and encourages questioning. Supportive managers who are invested in your growth and development. Opportunities to build and refine systems that have a meaningful impact.

Job Title: General Manager Market Research Location: Bangalore Employment Type: Full-Time About the Role We are seeking a motivated, self-driven leader with a strong technical background and a passion for market research to join our Sector Research team. This is a senior role focused on driving high-quality market research across diverse sectors including FinTech, SaaS, FoodTech, Cybersecurity, Healthcare, and more. This position involves managing and mentoring a team of subject matter experts while leading the research strategy and process improvements. Note: This role is specifically for candidates with a market research or related background. It is not suitable for Investment Analysts, Associates, CAs, CFAs, or Finance Executives. Key Responsibilities Lead Sector Research Oversee multiple market research projects across sectors such as FinTech, SaaS, FoodTech, etc. Guide and mentor a team of researchers, ensuring high-quality, insightful research outputs. Define strategic direction for sector research and ensure alignment with business goals. Process Ownership & Team Management Take complete ownership of research processes within the department. Identify and resolve project bottlenecks to meet deadlines and quality standards. Organize and facilitate training programs to upskill team members as needed. Provide ongoing mentorship and constructive feedback to foster continuous improvement. Collaborate with senior stakeholders to review project status and implement course corrections. Department Blueprint & Strategy Design foundational building blocks and operational blueprints for the research department. Gather inputs from peers and secure buy-in from senior management. Develop a prioritized roadmap of actionable projects to drive impact and efficiency. Implementation & Optimization Build scalable and efficient research processes, with an emphasis on accuracy and automation. Define and track KPIs to measure project and team performance. Address team queries and integrate solutions into Standard Operating Procedures (SOPs). Monitoring & Continuous Improvement Establish protocols and MIS reports to monitor departmental health and project progress. Escalate any non-compliance or quality concerns promptly. Identify opportunities for new projects and process enhancements based on data insights. Continuously refine the department blueprint and processes to optimize outcomes. Requirements Graduated from a Tier 1 institute with top-notch academic credentials. 5+ years of experience in market research, business strategy, consulting, or related fields. Strong analytical and problem-solving skills; ability to apply first-principles thinking. Proven leadership skills with a passion for mentoring and developing team members. Collaborative mindset with the ability to work across departments. Results-driven, with a high level of ownership and commitment to excellence. Strong decision-making skills grounded in logical reasoning and openness to feedback. What You Can Expect at Tracxn A meritocracy-driven and candid culture with zero politics. Collaborative environment with intellectually curious colleagues. Fast-paced learning with continuous mentorship to help you reach your full potential. Qualification : Graduated from a Tier 1 institute with top-notch academic credentials

Position: Marketing Manager / Deputy Manager Type: Full Time Experience: 8 10 Years Location: Bangalore Role Purpose To lead integrated marketing efforts that drive lead generation, customer engagement, and sales enablement across digital platforms, marketing automation systems, and sales operations. This position is crucial in aligning marketing initiatives with sales productivity, ultimately boosting market share and customer reach for the organization. Key Responsibilities Market Analysis & Product Communication Conduct competitive benchmarking, market research, and customer insight gathering for the concrete equipment sector. Develop technical marketing collateral and product content in collaboration with Product Management & Engineering teams. Create newsletters, mailers, and presentations aligned with brand guidelines to support sales efforts. Sales Operations Support Partner with Sales teams to improve CRM usage, lead tracking, and pipeline visibility. Enhance customer journey mapping and conversion processes with sales and product teams. Analyze sales data for trends, opportunities, and engagement gaps. Support the design and implementation of sales enablement tools and mobile sales apps. Digital Marketing & Lead Generation Run and optimize SEO, SEM, and paid media campaigns to increase inbound leads. Manage digital presence across social media, email, and landing pages. Drive performance from platforms like IndiaMART and apply corrective actions where needed. Marketing Automation & Tools Implement and manage platforms such as HubSpot, Zoho Marketing Plus, Salesforce Marketing Cloud, or Marketo. Automate campaigns, lead scoring, and segmentation to enhance efficiency. Track campaign performance and optimize for improved ROI. Events, Exhibitions & Campaigns Plan and execute industry event participation (e.g., EXCON, BAUMA, Concrete Show) in coordination with marketing leadership. Support product launches, roadshows, BTL activities, and customer meets. Oversee vendor coordination and logistics for successful event execution. After-Sales Marketing & Customer Engagement Partner with After-Sales and Parts teams to roll out service campaigns, loyalty programs, and feedback initiatives. Design post-sale campaigns and customer health check content to maintain engagement. Reporting & Analytics Maintain dashboards to track digital, lead conversion, and sales enablement KPIs. Ensure CRM data hygiene and provide actionable insights. Assist with marketing budgeting and monthly expense tracking. Desired Skills & Competencies Strong B2B marketing background, preferably in industrial or capital goods sectors. Proficiency in CRM platforms (Salesforce, Zoho CRM) and marketing automation tools (HubSpot, Marketo). Excellent content creation skills for technical and product marketing. Strong analytical mindset with data-driven decision-making. Effective collaboration with cross-functional teams. Experience with SEO tools, Google Analytics, and LinkedIn Campaign Manager. Educational Qualifications MBA/PGDM in Marketing, Sales, or Business Analytics from a reputed institute. Preferred Industry Background B2B Industrial, Capital Goods, Construction Equipment, or Automotive Components. Qualification : MBA/PGDM in Marketing, Sales, or Business Analytics from a reputed institute

Position: Product Manager Location: Bengaluru Department: Technology About the Role: As a Product Manager at Draup, you will play a critical role in driving the success of our platform from ideation and development to launch and continuous improvement. This role requires a unique blend of strategic thinking, technical understanding, and strong communication skills to align cross-functional teams and deliver value to our users. You will be responsible for building a customer-centric roadmap (6 18 months), defining clear product requirements, and ensuring successful execution of new features and enhancements. What You Will Do: Define and execute a product strategy that aligns with Draup s business goals and evolving market trends. Conduct thorough market and user research to uncover customer needs, industry movements, and competitive insights to inform product decisions. Collaborate with cross-functional teams (Engineering, Product Marketing, Customer Success) to turn user problems into well-defined product priorities and detailed specifications. Work closely with engineering teams to ensure timely and high-quality delivery of product features, managing sprints and development cycles. Champion a user-first approach, advocating for intuitive, high-quality design and superior user experiences. Lead testing and quality assurance processes to maintain product reliability and performance standards. Drive product launches, including the creation of marketing and sales enablement materials. Prioritize feature backlogs to maximize business and user value, while actively collecting and acting on feedback to iterate and improve. Who You Are: 2+ years of experience in a product management or related role. Bachelor s degree in Business, Engineering, Computer Science, or a related field; MBA or advanced degree is a plus. Proven success in launching new web products or significantly improving existing ones, with measurable impact on key metrics. Solid grasp of Agile product management practices, including user story writing, sprint planning, and roadmap development. Excellent collaboration skills; experience working in cross-functional teams. Strong customer focus putting user needs at the heart of every decision. Data-driven decision-maker with the ability to use analytics to inform product direction. Strong written and verbal communication skills. Bonus: Working knowledge of technologies like Python or React. What We Expect: Highly self-motivated and proactive; capable of working independently with minimal direction. Ownership mindset take full responsibility for feature development from concept to delivery. Able to thrive in a fast-paced, deadline-driven environment. Strong organizational skills able to prioritize effectively, manage multiple tasks, and meet tight deadlines. Comfortable leading discussions, building consensus, and driving outcomes across design, engineering, and leadership teams. Qualification : Bachelors degree in Business, Engineering, Computer Science, or a related field; MBA or advanced degree is a plus

Position: Equity Research (Content/Editorial) - Manager Location: Bengaluru About Groww At Groww, we re a passionate team committed to making financial services accessible to every Indian. Our mission is to empower millions of customers by providing a multi-product platform that enables them to take charge of their financial journey. Customer obsession is at our core every product, design, and algorithm is built with the customer s needs and convenience in mind. At Groww, we believe in a culture of ownership, integrity, and the constant drive to challenge the status quo. Our Vision We believe every individual deserves the knowledge, tools, and confidence to make informed financial decisions. Groww s long-term vision is to be the most trusted financial partner for millions of Indians, offering a diverse range of financial services through a cutting-edge platform. Our Core Values Radical Customer Centricity Our customers are at the heart of everything we do. Ownership-Driven Culture We take responsibility and accountability in all we do. Simplicity We simplify complex financial concepts for better accessibility. Long-Term Thinking We focus on sustainable growth and future impact. Transparency We maintain openness in every decision, interaction, and process. Role Overview We re looking for an Equity Research Lead who can build and lead a team responsible for conducting in-depth analysis on macroeconomic developments, industries, companies, and policies. This role is key in providing high-quality, insightful content that will help over 1.5 crore Groww investors make informed investment decisions. As the manager of this team, you will also drive strategy, foster a culture of excellence, and ensure that your research is communicated effectively across multiple platforms, from reports to social media content. Key Responsibilities: Equity Research: Lead comprehensive research on companies, sectors, and industries, including financial statement analysis, valuation models, and competitive benchmarking. Market & Economic Analysis: Monitor macroeconomic trends, policy changes, and market movements to understand their impact on the equity markets. Content Creation: Produce high-quality research content across various formats, including reports, blogs, videos, and social media posts to effectively communicate findings. Team Leadership: Lead and mentor a team of equity research analysts, fostering a culture of continuous learning and high performance. Client Engagement: Work closely with engagement teams to ensure that your research is effectively communicated and aligns with client needs. Strategic Input: Contribute to the broader research strategy and help shape the direction of Groww s research approach. Compliance: Ensure that all research activities meet regulatory requirements and internal compliance standards. Qualifications: Experience: 3+ years of proven experience in equity research, with a strong track record of delivering high-quality insights. Education: Bachelor's degree in Finance, Economics, or a related field. A Master s degree and/or CFA charterholder is highly preferred. Skills: Strong analytical skills, including proficiency in financial modeling and data analysis tools. Excellent written and verbal communication skills; ability to present complex ideas clearly and engagingly. Leadership experience in managing and motivating teams. Deep understanding of the Indian financial markets and regulatory landscape. Awareness of industry best practices and emerging trends in equity research. Join India s fastest-growing financial services company and be part of a team that's reshaping the financial landscape. Work in a culture of transparency, collaboration, and continuous growth. Lead a passionate team and help millions of users make better investment decisions every day. If you are passionate about equity research and want to make an impact in a fast-growing fintech company, we d love to hear from you. Qualification : Bachelor's degree in Finance, Economics, or a related field. A Masters degree and/or CFA charterholder is highly preferred

Position: Product Designer - 2 Location: Bangalore Department: Zetwerk Corporate About Zetwerk Zetwerk is a global manufacturing leader delivering high-quality industrial and consumer products worldwide. With over 10 state-of-the-art facilities across India, the US, Mexico, and Europe, and a supplier network spanning Southeast Asia and Latin America, we offer end-to-end manufacturing solutions combining global standards with local expertise. Our tech-enabled, flexible supply chain enables customized manufacturing strategies such as reshoring, nearshoring, and friendshoring tailored to product, market, and customer needs. Our proprietary Manufacturing Operating System (ZISO) powers real-time supply chain visibility, quality control, efficient logistics, and project management. Backed by prominent investors including Khosla Ventures, Accel, and Sequoia, we recorded an annual turnover exceeding 15,000 crore in FY 2024. Key Responsibilities Own design projects from concept through execution, managing scope and deadlines independently. Collaborate closely with product managers and engineers to identify user problems and develop effective design solutions. Create user flows, wireframes, interactive prototypes, and high-fidelity designs that translate ideas into seamless user experiences. Conduct user research and analytics deep dives; leverage findings to refine designs and improve usability. Partner with developers to ensure accurate and functional design implementation, negotiating trade-offs when faced with technical constraints. Contribute to and maintain the company design system, co-building reusable components with engineering teams. Actively participate in design critiques, reviews, stand-ups, and cross-functional team sessions. Mentor junior designers, fostering a culture of craftsmanship, constructive feedback, and design excellence. Job Requirements Bachelor s or Master s degree in Design or related field. 4 6 years of professional product design experience, preferably in SaaS, B2B, or enterprise software environments. Expert proficiency in Figma, including components, auto-layout, variants, and prototyping; experience with Figma Make AI is a plus. Strong user research skills, including planning, conducting, and synthesizing insights from qualitative and quantitative studies. Experience with user analytics tools like PostHog, Mixpanel, or similar platforms. Prior exposure to designing products for manufacturing, supply chain, or industrial systems is highly desirable. Qualification : Bachelors or Masters degree in Design or related field

Position: Principal Product Designer Location: Bengaluru Department: Design Employment Type: Full-time, On-site About Upstox At Upstox, we're building the future of investing simple, powerful, and inclusive. As one of India s fastest-growing fintech platforms, we re backed by leading investors such as Mr. Ratan Tata and Tiger Global, and committed to making wealth creation accessible to every Indian. Millions of users from first-time investors to seasoned traders trust us to power their financial journeys. We're growing fast, and we're doing it with purpose. If you thrive in high-energy, high-impact environments, you ll feel right at home here. The Role: Principal Product Designer As a Principal Product Designer, you ll drive design excellence across Upstox s most critical fintech experiences. In this senior individual contributor role, you ll shape user experiences through deep, hands-on design work without the responsibilities of people management. You ll help guide the evolution of our design systems and deliver intuitive, elegant, and scalable product solutions that directly impact millions. This is a pivotal role where design is not just support it s a strategic force in product development. Key Responsibilities Own end-to-end design of core product experiences from user research and ideation to execution and delivery Lead the development and scaling of a cohesive, cross-platform design system Translate user needs, business goals, and research insights into high-impact, pixel-perfect solutions Collaborate cross-functionally with product managers, engineers, marketers, and compliance teams Continuously measure and refine design output using KPIs, analytics, and user feedback Champion design thinking across the organization, advocating for user needs and design best practices Set a high design bar through thought leadership, mentorship, and hands-on execution 9+ years of experience in product design, ideally in consumer tech or fintech A strong portfolio that showcases deep user insight, systems thinking, and excellent execution across platforms Proficiency with Figma, Sketch, Adobe XD, and experience building and managing design systems Strong foundation in user-centered design, accessibility standards, and familiarity with fintech compliance Exceptional communication skills you articulate design decisions with clarity and influence across functions Self-motivated, adaptable, and excited by complex problem-solving in fast-paced environments Bachelor s degree in Design, HCI, Computer Science, or a related field (preferred) Why This Role Stands Out Shape the digital financial journey for millions of users in India s fast-evolving fintech space Work on high-impact, strategic product initiatives as a senior IC, not a manager Partner directly with founders and senior leaders across product, growth, and engineering Build and scale a world-class design system and practice from the ground up Be part of a design-first culture where your craft directly drives trust, success, and innovation Qualification : Bachelors degree in Design, HCI, Computer Science, or a related field

Position: Manager - Analytics Location: SEZ4, Bangalore, Karnataka, India Department: Advanced Analytics Employment Type: Subexian Experience Required: 6 to 9 years Job Overview: We are seeking an experienced Manager - Analytics to lead a team of talented data scientists in delivering impactful data-driven solutions. The ideal candidate will have a solid background in analytical methodologies, including machine learning, statistical modeling, and business analytics. You ll be responsible for collaborating with business stakeholders, driving the design and development of advanced analytics models, and ensuring the delivery of high-quality insights that support strategic decision-making. Key Responsibilities: Analytical Methodology: Research, evaluate, and implement new analytical methodologies and approaches to build innovative data-driven solutions. Utilize a blend of mathematics, statistics, machine learning, and business knowledge to solve complex problems. Business Collaboration: Work closely with business leaders and data owners to define key problems and challenges, ensuring the solutions developed have a significant impact on the business. Team Leadership: Lead and mentor a team of junior data scientists, guiding them through the development, deployment, and refinement of machine learning models in a production setting. Advanced Modeling: Utilize a wide range of analytical models, including reliability models, Markov models, stochastic models, Bayesian modeling, classification models, neural networks, and more to address business challenges effectively. Hands-On Expertise: Apply strong hands-on skills in R and Python, using libraries such as NLTK and Sklearn for developing machine learning models and data analysis. Large Data Management: Work with large datasets and distributed computing frameworks like MapReduce, Hadoop, and Hive, ensuring scalable and efficient data processing. Continuous Improvement: Stay up to date with the latest advancements in analytics and machine learning, continually enhancing models and methodologies to deliver cutting-edge insights. Required Technical Skills: Hands-on Experience in Python & R: Strong proficiency in R and Python programming, with experience in libraries such as NLTK, Sklearn, and other machine learning frameworks. Advanced Statistical & Machine Learning Techniques: Proven expertise in at least one of the following: Reliability models Markov Models Stochastic models Bayesian Modelling Classification Models Cluster Analysis Neural Networks NLP (Natural Language Processing) Deep Learning Non-parametric Methods Multivariate Statistics Big Data Tools: Experience working with large datasets and distributed computing platforms such as MapReduce, Hadoop, Hive, etc. Soft Skills: Leadership & Collaboration: Strong leadership skills with the ability to mentor a team of junior data scientists. Excellent collaboration and communication skills to work with business and technical teams. Problem-Solving & Critical Thinking: Ability to approach complex business problems analytically and come up with data-driven solutions. Continuous Learning: A passion for staying up to date with the latest trends and advancements in analytics, machine learning, and data science. At Subex, you ll have the opportunity to work on cutting-edge projects that make a tangible impact on the business. If you're passionate about leading analytics teams and leveraging data science to drive business success, we would love to have you on board.

Position: Business Analyst Supply Chain Department: Supply Chain Location: Bengaluru Role Overview: We are seeking a detail-oriented and strategic Business Analyst to conduct in-depth market analysis focused on primary and secondary aluminium markets, both domestically and globally. This role will support procurement decision-making by identifying market opportunities and risks, ensuring alignment with company strengths to maximize profitability and sustain competitive advantage. Key Responsibilities: Conduct comprehensive analysis of market dynamics impacting pricing trends in primary and secondary aluminium sectors globally and domestically. Identify business opportunities that align with company capabilities to optimize procurement timing and strategies for short-term and long-term gains. Detect potential threats and weaknesses in the market environment and collaborate with leadership to develop effective mitigation strategies. Make swift, well-informed decisions by evaluating multiple scenarios and selecting optimal courses of action. Work independently and collaboratively with cross-functional teams to ensure cohesive business strategies. Communicate clearly and effectively to minimize misunderstandings and ensure accurate interpretation of market insights. Approach market research from multiple perspectives to ensure comprehensive analysis, considering all critical factors influencing decision-making. Guide the raw material procurement team in developing strategic procurement plans that respond to market fluctuations. Prepare and present detailed reports and presentations for senior management, highlighting key metrics, market changes, and actionable recommendations. Stay updated on regulatory changes, including customs duties, anti-dumping duties, and industry best practices, as well as emerging technologies affecting the aluminium market. Qualifications & Skills: Postgraduate degree in Business, Economics, Supply Chain Management, or a related field. Strong analytical skills with the ability to interpret complex market data and trends. Excellent communication and presentation skills. Ability to make independent, strategic decisions under pressure. Knowledge of regulatory frameworks and industry standards relevant to aluminium markets. Qualification : Postgraduate degree in Business, Economics, Supply Chain Management, or a related field.

Senior Associate, Business Growth Location: Bengaluru, India Employment Type: Full-time We re a rocketship: With $130M+ in revenue, a presence in 100+ cities, and 18 months of profitability, Headout is the fastest-growing marketplace in the travel industry. We've raised $60M+ from top-tier investors, and we're just getting started. Our mission is to be the easiest, fastest, and most delightful way to head out to a real-life experience from immersive tours to museums to live events and more. The foundation is strong, momentum is real, and the opportunity ahead is enormous. We've proven the model and built a profitable, growing business now it's time to scale. If you're looking to join a high-impact team at a critical stage of expansion, this is the moment. Our Culture We care deeply about ownership, craft, and impact. We do the best work of our careers here and have fun while doing it. We're not for everyone, but if you're a builder who loves solving hard problems, you ll feel right at home. The Role: Senior Associate, Business Growth As part of Headout s Growth Team, you'll help drive key market expansion and revenue initiatives. You ll work closely with the team responsible for boosting GMV and revenue in one or more regions analyzing performance, finding new opportunities, improving consumer experience, and executing projects from 0 1. This role is based in Bengaluru, and we're looking for candidates who are either already in the city or open to relocating. Own key business growth initiatives: Manage projects across performance optimization, funnel efficiency, conversion improvements, and more. Data-driven impact: Use data to identify bottlenecks, run A/B tests, optimize customer journeys, and uncover levers for GMV growth. Work across the stack: Collaborate with category, supply, marketing, product, and analytics teams to turn ideas into results. First-principles thinking: Tackle ambiguous problems and develop hypotheses and experiments from scratch. Strategic partnerships: Understand the supply landscape and support regional BD teams in building scalable relationships with top suppliers. Customer-centric approach: Undertake user research to identify friction points and turn insights into solutions. What You Bring 2 5 years of experience in growth, business operations, or category management in high-growth B2C environments (e.g., e-commerce, travel, hyperlocal, etc.) Strong analytical skills: You re fluent in Excel and data visualization, and you use data to back all decisions. Self-starter mindset: You thrive in high-ownership, ambiguous environments and are excited to drive projects from idea to execution. Strong communication & collaboration skills: You can clearly articulate your reasoning, coordinate across teams, and get things done. Creative problem solver: You re resourceful and unafraid to experiment and iterate rapidly. Bonus Points Experience working with SQL, Looker, or other data/BI tools Exposure to user research and experimentation (A/B testing) A passion for the travel industry and consumer experiences Join us at Headout where your work directly impacts millions of users globally, and where there s no ceiling on growth or learning.

UX/UI Designer About The Team Rubrik s Marketing Team is growing, and we're looking for an exceptional, curious, user-obsessed UX/UI Designer who loves combining creativity with smart, data-driven thinking. If you are someone who can transform complex challenges into beautifully simple solutions while pushing creative boundaries; if you're excited about creating Marketing experiences that are not only captivating but backed by evidence and built for real people; if you love design and geek out over the details; if you have a portfolio that makes people say 'wow,' we d love to meet you. You ll help shape the look, functionality, and especially the feeling of our web presence but more importantly you ll do so with purpose, using data to inform decisions, validate ideas, and continuously improve how users interact with our digital experiences. From user flows and wireframes to high-fidelity mockups, you'll design with empathy and iterate with intention. What you'll do Collaborate closely with Dev, Creative, Web, Digital, and cross-functional partners to translate business goals into intuitive, elegant web experiences. Design and iterate on responsive UI components that support accessibility, usability, and brand consistency, all while building and evolving our design system with scalability and consistency in mind. Leverage analytics, user feedback, and testing to drive user-centric design decisions and optimize performance across key user journeys. Skills: Portfolio: A strong portfolio showcasing your UX/UI design skills, including examples of user research, wireframing, prototyping, and stunning visual design that reflect a deep understanding of design principles and user-centred design best practices. Design Tools: Proficiency in design tools such as Figma or similar for prototyping, wireframing, and visual design. Strong ability to create interactive prototypes and iterate based on user feedback and insights from usability testing. Design Systems: Experience in working with or contributing to design systems, ensuring consistency and scalability across different teams and product components. Apply design thinking principles to identify and solve user problems. Focus on creating intuitive, engaging, and meaningful user experiences that align with business goals and user needs. Experience in responsive web design and accessibility best practices. User Research: Experience in conducting user research, usability testing, analyzing data, and translating insights into actionable design solutions that prioritize user needs and business goals. Communication & Collaboration: You're great at expressing your ideas, both in conversations and in writing. You can confidently explain your design choices and work well with people from different teams. You help keep everyone on the same page by documenting important decisions and processes, and you enjoy sharing knowledge with your fellow designers. You also have a knack for maintaining high design standards and making sure everything fits within the big picture. Experience you'll need Experience of 7-10 years in UX/UI design, with a focus on web or software products, and a proven track record of delivering end-to-end user experiences. Expertise in Figma. Familiarity with HTML/CSS or front-end development. Familiarity with Adobe Experience Manager (CMS). A degree in Interaction Design, Human-Computer Interaction, Graphic Design, or a related field. Join Us in Securing the World's Data Rubrik (NYSE: RBRK) is on a mission to secure the world s data. With Zero Trust Data Security , we help organizations achieve business resilience against cyberattacks, malicious insiders, and operational disruptions. Rubrik Security Cloud, powered by machine learning, secures data across enterprise, cloud, and SaaS applications. We help organizations uphold data integrity, deliver data availability that withstands adverse conditions, continuously monitor data risks and threats, and restore businesses with their data when infrastructure is attacked.

Senior Research Specialist Location: Bengaluru, Karnataka, India Department: Sales & Solutioning Experience: 6 9 Years Employment Type: Full-Time About CloudSEK CloudSEK is a fast-growing, AI-powered cybersecurity company on a mission to make the digital world safer through contextual threat intelligence. With industry-leading platforms like XVigil, BeVigil, and SVigil, we help global enterprises proactively identify and respond to digital threats. Headquartered in Singapore with a strong presence across India and Southeast Asia, we are proud to be recognized for our innovation and rapid growth in the cybersecurity domain. Role Overview: Senior Research Specialist (Sales & Solutioning) We are looking for an experienced and analytical Senior Research Specialist to join our Solutioning Team. This hybrid role combines technical expertise, client engagement, and team leadership. You will lead solution design for complex data engineering needs and directly contribute to shaping scalable architectures, ETL frameworks, and modernization strategies. Your work will directly support sales efforts, proposal development, and solution delivery making you a critical bridge between technical execution and business strategy. Key Responsibilities Solution Design & Research Lead technical discovery sessions to understand client needs, pain points, and opportunities. Review and guide research efforts, validating solution strategies proposed by the team. Design scalable and realistic end-to-end data engineering roadmaps with cross-functional alignment. Evaluate technologies, cloud platforms (AWS, GCP, Azure), tools, and architectures for each engagement. Support proposal creation, RFP responses, and client presentations by crafting engaging, value-focused narratives. Client & Stakeholder Engagement Act as a technical advisor to prospective clients, articulating solutions in a business-relevant context. Translate complex data engineering challenges into easy-to-understand presentations and documentation. Collaborate with internal teams sales, delivery, data architects, and domain experts to co-create tailored solutions. Team Mentorship & Enablement Mentor a team of solution engineers; promote collaboration, learning, and delivery excellence. Provide leadership during pitch cycles and client interactions, fostering a high-performance, agile culture. Oversee quality and consistency across solutioning documentation, storyboards, demos, and technical narratives. Must-Have Qualifications Bachelor s or Master s in Engineering, Computer Applications, Mathematics, or Statistics. 6 9 years of experience in solutioning, data engineering, or technical consulting. Proven experience working with cloud ecosystems: AWS, Azure, or GCP. Strong research and analytical capabilities to evaluate tools, strategies, and solutions. Hands-on experience in designing and communicating data engineering solutions. Comfortable interacting with clients and translating requirements into executable plans. Excellent communication and presentation skills for technical storytelling. Nice-to-Have Skills Experience in proposal design, storyboarding, and client demos. Team leadership or experience managing solution engineers. Exposure to sales engineering, pre-sales consulting, or customer success. Familiarity with cybersecurity or digital risk platforms is a bonus. Mission-Driven Work: Shape cutting-edge, high-impact solutions for cybersecurity and data intelligence. Collaborative Culture: Work in a high-energy, fast-paced, and innovation-focused environment. Personal Growth: Take on diverse challenges with support for continuous learning and leadership development. Flexible Environment: Enjoy work-life balance with flexible hours and a creative workspace. Qualification : Bachelors or Masters in Engineering, Computer Applications, Mathematics, or Statistics.

Job Description Key Accountabilities In this Strategic Leadership Role, you will be responsible for Customer Success of the Brand and Media Practice for India . Key responsibilities encompass delivering with excellence while maintaining delivery standards, driving high operational efficiency and a strong sales mindset (support upselling & cross-selling); enabling timely revenue recognition and profitable execution. Core Responsibilities Lead and Manage a strong customer success delivery team for the Brand and Media practice for India. Support the India Sales organization and clients with best in class methodologies, deliverables and technical needs. Driving expertise in the practice and being the methods champion. Bringing that expertise to the fore in our proposal writing and RFP. Support the India Customer Success lead in managing the P&L of the practice area including W&S and T&E budgets. Coordinate and drive cross-training programs in order to maximize solution and delivery excellence, expertise, and staffing flexibility. Set and measure a high level of delivery standards driving client satisfaction. Contribute to meet India revenue targets by supporting repeat sales and timely deliverables. Coordinate and support with India Vertical business leaders and Client Sales partners on client and project revenue growth, retention, and profitability. Represent Customer Success at key client meetings, Top-To-Top meetings, and key engagements as relevant. Work with regional customer success leader and bring best practices to the local market. Develop and implement best delivery practices. Target reductions in cycle time across ad hoc methods. Drive high level employee engagement and retention. Foster a culture of continuous improvement and accountability to drive organizational efficiency. Key stakeholder in providing input into product and toolkit roadmap, representing India needs for the practice area. Lead and enable industry and thought leadership efforts from the Brand and Media Practice. Core KPIs Team Engagement and Retention Increase engagement among customer success associates in the region as measured through Engage results as well as retention of associates. Regional Revenue for the Practice Area Drive repeat sales, renewals. Ensure all delivery schedules are optimized to meet quarterly revenue targets. NPS Ensure sufficient response rate from clients. Increase/maintain baseline performance. Support and/or lead key client follow ups and action plans. EBITDA Support India lead to: Monitor project and solution profitability, and leverage time tracking learning to help improve delivery contribution. Manage W&S Delivery budget through a lens of optimization for India via org design, hubbing, etc. Manage T&E budget through the lens of prioritizing client engagement as well as team performance and engagement. Skillsets Strong sense of urgency and accountability to drive client outcomes. Proven experience in leading a team, managing people, and developing talent. Able to work collaboratively with internal & external teams. Capable to maintain positive client relationships in complex situations & resolve client issues. Strong logic, deductive reasoning, problem-solving, and critical thinking skills. Skilled & polished communicator, including client presentations. Able to synthesize data & simplify findings to solve client business issues. Strong project management skills and ability to manage multiple priorities. Experience using large data sets to finding insights and make recommendations. High say-do ratio. Experience in driving organizational transformation is a plus. Qualifications Proven track record in Analytics Consultancy/ Market Research leadership roles. Expertise in (application of) Customer Insight Solutions preferred. Proven leader of high performing teams. Bachelor's Degree required, Master s preferred, or equivalent experience. Knowledge in sales processes in CPG companies, customers, modern and traditional market. Good knowledge of NielsenIQ products, services and data preferred. Strong analytical skills. Proven sales acumen. Additional Information Our Benefits Flexible working environment Volunteer time off LinkedIn Learning Employee-Assistance-Program (EAP) About NIQ NIQ is the world s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights delivered with advanced analytics through state-of-the-art platforms NIQ delivers the Full View . NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world s population. Qualification : Bachelor's Degree required, Masters preferred, or equivalent experience.