Automation Digital Transformation Jobs in Mumbai

Manager - Sales Force Effectiveness (SFE) Location: Mumbai Group Company: RPG Life Sciences About the Role The Sr. Manager - SFE is responsible for driving operational excellence through data-driven insights, automation, and digital tools. This business-critical role ensures real-time KPI analysis, aligns sales activities with corporate goals, and mentors the team to enhance productivity across the organization. Key Responsibilities Strategy, Analytics & Benchmarking Align sales efforts with business objectives, including segmentation, targeting, and call planning. Monitor KPIs to evaluate sales team effectiveness and provide recommendations for improvement. Create MIS reports and dashboards for senior leadership and the PMT to ensure real-time visibility. Prepare IPM audit reports with competitor analysis and ensure EI for all brands exceeds 100% monthly. Provide market reflection summaries and insights on new product introductions. Automation, CRM & Data Quality Manage and optimize CRM platforms to support sales processes and improve productivity. Automate workflows such as call logging, sample tracking, and reporting. Oversee the integration of SFA tools with ERP and BI systems while maintaining data integrity. Train field sales teams on CRM system adoption and lead the optimization of SFA tools. Collaborate with vendors for UI/UX improvements to enhance user experience. Operations & People Leadership Optimize Travel Allowance (TA) and Daily Allowance (DA) submissions to drive a "0-deduction" culture. Provide insights on Continuing Medical Education (CME) expenditures to improve process efficiency. Mentor the SFE team on advanced tools like Excel, Power BI, and Power Query. Work with marketing, IT, and commercial teams to ensure data-driven decision-making. Address operational challenges through hands-on support and team guidance. Skills & Competencies Advanced Analytics: Proficiency in Power BI, Excel (Advanced), and Power Query. SFA Expertise: Mastery of Sales Force Automation platforms and CRM data integration. Leadership: Proven ability to coach teams and drive digital transformation. Analytical Depth: Expertise in KPI tracking, market trend interpretation, and root cause analysis. Qualifications & Experience Education: Bachelor's or Master s degree in Business, Data Analytics, or a related field. Experience: Minimum 15 years in Sales Operations, SFE, or MIS, ideally in pharma or FMCG. Track Record: Proven experience in automation, dashboarding, and team leadership. Success Metrics Timely delivery of accurate dashboards with actionable leadership insights. Measured increase in sales productivity via automation and data visibility. Reduced travel-related expenses and optimized CME processes. Development of a high-performing, continuously learning SFE team. Qualification : Bachelor's or Masters degree in Business, Data Analytics, or a related field

Assistant Manager - Group HR Digital Location: Mumbai Group Company: RPG Enterprises Role Summary: As a Champion of Digital Transformation within the Group HR function, you will lead HR technology initiatives, optimize processes, and drive the digitalization of the HR function across RPG Enterprises. Key Responsibilities Provide ongoing support and training to ensure successful adoption and utilization of the HRIS platform across the Group. Identify, evaluate, and manage relationships with vendors offering innovative HR technology solutions. Lead negotiations and contract management with HR technology vendors to ensure cost-effectiveness. Collaborate with stakeholders to standardize HR processes like Payroll, Leave Management, and Performance Management. Integrate AI-powered tools within the RPG TalentOne platform to enhance talent acquisition and management. Leverage AI in predictive analytics for identifying talent trends, skills gaps, and performance insights. Contribute to the TA-TM Center of Excellence (COE) to drive the "Talent First" agenda. Develop reports, dashboards, and analytics to enable senior leadership to make informed, data-driven decisions. Qualifications Proven experience in HR technology implementation and HR tech vendor management. Strong understanding of HR processes including Payroll, Talent Acquisition, and Talent Development. Experience working with HRIS systems and familiarity with AI-powered HR tools. Excellent analytical skills with the ability to translate complex data into actionable insights. Strong communication and stakeholder management skills to work with diverse teams. Passion for innovation and a drive to digitize HR processes. Competencies Project Management: Ability to lead multiple HR technology initiatives and ensure timely execution. Driving Continuous Improvement: Skill in identifying opportunities for process optimization and efficiency. HR Technology Solutions Management: Expertise in evaluating and selecting technology to meet organizational needs. HRIS Administration: Hands-on experience in administering systems, ensuring data accuracy, and system optimization.

Position: Lead Transformation Location: Mumbai Qualification: Graduate Experience: 5 to 10 years Job Description: We are seeking a Lead Transformation to drive digital transformation initiatives across business verticals, including lending, operations, customer experience, and technology. You will play a pivotal role in fostering innovation, leveraging technology to improve processes, and ensuring seamless execution of digital strategies across the organization. Key Responsibilities: Digital Transformation Leadership: Lead and execute digital transformation initiatives across business areas, including lending, operations, customer experience, and technology. Drive innovation in business models by implementing technology, automation, and process re-engineering solutions. Data-Driven Decision-Making: Foster a data-driven culture, utilizing analytics and insights to influence decision-making and track the success of transformation efforts. Promote the use of data to measure business performance and identify areas for improvement. Collaboration & Execution: Collaborate with cross-functional teams, including technology, product, business, compliance, and operations, to deliver integrated, impactful solutions. Ensure alignment between business goals and technology execution, facilitating smooth implementation of digital roadmaps. Innovation & Process Improvement: Identify opportunities for automation, digitization, and customer experience enhancement across business operations. Spearhead initiatives to streamline processes and improve operational efficiency. Bridge Between Business & Technology: Act as the primary liaison between business stakeholders and technology teams to ensure alignment on transformation goals and successful execution. Must-Haves: Experience: 5 8 years of relevant experience in NBFC, Lending, Banking, or Fintech. Digital Transformation: Proven experience in leading large-scale digital transformation and system implementation projects. Business Model Innovation: Experience in driving business model changes through digital and data-led initiatives. Data-Driven Approach: Demonstrated ability to leverage data in decision-making and executing business strategy. Qualification : Graduate

Salesforce Analyst Location: Mumbai Experience: 5 to 7 Years Qualification: Graduate Employment Type: Full-time Job Description We are seeking a skilled Salesforce Analyst to act as the key interface between business stakeholders and technical teams, translating business requirements into efficient Salesforce solutions. The ideal candidate will provide ongoing support, optimize Salesforce processes, and ensure platform integrity and user adoption. Key Responsibilities Serve as the primary liaison between business users and technical teams to gather, analyze, and translate business needs into Salesforce solutions. Provide Salesforce support including troubleshooting user issues, managing profiles, roles, permissions, and resolving system incidents promptly. Analyze existing business processes, identify inefficiencies or gaps, and recommend improvements leveraging Salesforce capabilities. Partner with stakeholders to define and document user stories, acceptance criteria, and detailed process flows. Manage Salesforce platform configurations ensuring data integrity, security, and system automation through workflows, approvals, validation rules, and flows. Conduct user training sessions, create comprehensive documentation, and deliver ongoing support to maximize Salesforce adoption. Collaborate with developers and third-party vendors to coordinate system enhancements, customizations, and integrations. Perform regular system audits, manage release cycles, and ensure compliance with company governance and security policies. Monitor Salesforce performance and usage metrics, and provide actionable insights to business teams for continuous improvement. Required Skills and Qualifications Graduate degree in any discipline. 5 to 7 years of experience working with Salesforce in an analyst or support role. Strong understanding of Salesforce platform capabilities including Security, Profiles, Roles, and Permission Sets. Experience in managing Salesforce workflow automation, validation rules, approval processes, and Flows. Ability to analyze business processes and translate them into scalable Salesforce solutions. Excellent communication skills to collaborate effectively with cross-functional teams. Experience conducting user training and creating user documentation. Familiarity with Salesforce release management and compliance requirements. Proactive problem-solving skills and ability to work independently. Be part of a dynamic team driving digital transformation and business efficiency. Work in a collaborative environment with opportunities for continuous learning. Impact business processes through innovative Salesforce solutions. If you are a detail-oriented Salesforce professional who enjoys bridging business and technology, we want to hear from you! Qualification : Graduate

Job Title: SVP/VP Finance Location: Mumbai Department: Finance Type: Full-Time About the Role We are seeking a visionary and execution-driven SVP/VP of Finance to lead our global financial strategy and operations during a critical phase of scale and transformation. This role will be pivotal in shaping our path to sustained growth and IPO readiness. As a key member of the leadership team, you will partner closely with the CEO, Board of Directors, and cross-functional stakeholders to align financial planning with strategic business objectives. This position is ideal for a seasoned finance leader with deep expertise in high-growth technology environments particularly B2B SaaS and a track record of driving capital efficiency, operational excellence, and enterprise value creation. Key Responsibilities Strategic Leadership Define and drive long-term capital strategy and financial planning aligned with global growth, M&A, and IPO goals. Serve as a trusted advisor to the CEO and Board on financial performance, risk management, and value creation. Financial Operations & Governance Oversee FP&A, compliance, audits, reporting, and risk management with a strong focus on insight-led decision-making and fiscal discipline. Implement and enhance governance structures, internal controls, and financial reporting systems to meet public company standards. IPO & Capital Markets Readiness Lead financial due diligence, reporting, and regulatory preparation for IPO or other capital events. Drive investor relations strategy, fundraising, and capital structuring efforts in collaboration with executive leadership. Finance Transformation Build a scalable, future-ready finance organization enabled by automation, robust ERP systems, and data-driven tools. Champion continuous improvement and digital transformation within the finance function. Operational Excellence Optimize financial workflows and systems to enhance accuracy, cost control, and operational agility across the business. Deliver clear financial insights that empower business leaders to make informed strategic decisions. Cross-Functional Collaboration Partner with Product, Engineering, and Go-To-Market teams to align financial planning with product and growth strategies. Act as a financial partner to key business functions to drive scalable growth. Team Leadership Build and lead a high-performing, globally distributed finance team with a strong culture of ownership, agility, and innovation. Must-Have Qualifications 15 20 years of progressive finance leadership experience, with at least 5 7 years in senior roles at high-growth B2B SaaS or technology companies. Deep understanding of SaaS metrics and business models (ARR, CAC, NRR, LTV, etc.). Proven track record in capital planning, investor relations, and fundraising. Experience in IPO preparation, governance, audit, and regulatory compliance. Strong command over FP&A, financial modeling, and enterprise risk management. Demonstrated ability to scale finance teams and systems in dynamic, fast-paced environments. Exceptional leadership, analytical, and communication skills with a results-oriented mindset. Preferred Qualifications Experience with ERP implementation, financial systems automation, and finance transformation initiatives. Exposure to M&A, private equity, venture capital, and secondary transactions. Prior experience navigating IPOs or late-stage funding rounds. Advanced degree or certifications such as MBA, CPA, or CFA. Be part of a technology-first company backed by 11 industry-leading patents. Work at the intersection of innovation and scale, powering personalized engagement for 3+ billion devices and processing 30+ billion events daily. Join a fast-moving team in a high-growth mobile tech space with global ambitions. Thrive in a culture that encourages curiosity, ownership, and continuous learning.

Engineer Information Technology (AIOps & Automation Engineer) Location: Mumbai Experience: 1 3 Years Company: Tata Communications Employment Type: Full-Time About Tata Communications Tata Communications is at the forefront of reimagining global connectivity through cutting-edge innovation. Our services power Cloud, IoT, AI, Collaboration, Security, and Network Solutions that redefine the digital experiences of businesses across industries. With a global footprint and a focus on driving intelligent transformation, we are building the New World of Communications. Job Profile: AIOps & Automation Engineer As an AIOps & Automation Engineer, you will play a critical role in transforming IT operations through automation, infrastructure scripting, and deployment of AI/ML-powered solutions. This is an individual contributor position with scope to lead small-scale operational projects and optimize system performance across platforms. Key Responsibilities Design, build, and manage infrastructure automation using Python, PowerShell, Bash, and Ansible. Deploy and maintain AIOps tools and platforms for proactive incident management and operational efficiency. Develop and manage CI/CD pipelines, supporting continuous integration and deployment. Implement and manage monitoring systems, such as Zabbix and other NMS tools. Maintain detailed infrastructure documentation including LLD/HLD. Assist in the design, security, and handover of infrastructure to operations teams. Independently resolve complex IT issues and contribute to operational improvements. Stay current with advancements in AI/ML, automation, and orchestration technologies. Technical Skill Requirements Proficiency in Python, PowerShell, and Bash scripting. Experience with Ansible, AWX, or similar automation tools. Familiarity with Zabbix or other network monitoring systems. Understanding of AI/ML concepts and practical exposure to related tools. Working knowledge of AIOps platforms and deployment practices. Hands-on with Linux, Windows Server, and basic Kubernetes. Experience in designing, documenting, and implementing IT infrastructure. Familiarity with CI/CD tools and pipeline methodologies. Certifications in relevant technologies are an added advantage. Qualifications B.Tech / B.E. or equivalent degree in Computer Science, IT, or a related field. 1 3 years of experience in IT Operations, with exposure to automation and AIOps. Strong analytical and problem-solving skills. Excellent documentation and communication abilities. What You ll Bring Passion for automation and digital transformation in IT infrastructure. Ability to independently manage tasks, take initiative, and troubleshoot complex issues. Flexibility to adapt and contribute in a fast-paced, evolving technical environment. A collaborative mindset with a focus on delivering reliable, scalable solutions. Be part of a future-forward tech ecosystem in one of India s most respected technology organizations. Work on next-generation automation and AIOps platforms shaping global IT operations. Collaborate with industry leaders and expand your skills in a learning-driven environment. Qualification : B.Tech / B.E. or equivalent degree in Computer Science, IT, or a related field

Job Title: Digital AI Manager Location: Mumbai Function: Supply Chain Procurement About Procurement at Unilever Unilever s Procurement team manages over 30 billion in global spend across 50,000+ suppliers. As part of the Supply Chain, Procurement is essential to delivering sustainably sourced materials and services, driving innovation with our partners, and ensuring our purpose-led brands thrive. Our global procurement organization of 1,400+ professionals supports a wide network, including more than 1.5 million smallholder farmers, impacting over 7 million lives. Guided by our Procurement Lighthouse Strategy, we focus on five pillars: Competitive Buying, Resilience, Partnerships, Sustainability, and Value Chain Excellence all powered by Digital and Technology. About the Strategy & Insights Team Established three years ago, the Procurement Strategy & Insights team serves as the nerve center of Unilever s global procurement function. With a vision of transforming knowledge and data into future-fit strategies, the team enables breakthrough transformation across tools, processes, and business models. The team includes: Strategy Team Drives strategic priorities across Business Groups (BG) and Power of One. Insights Team Leads data-driven programs and cross-functional initiatives. Digital Transformation Team Builds digital capabilities, tools, and data infrastructure. Data & AI Innovation Team Focuses on cutting-edge analytics, AI, and Procurement GPT solutions. Role Overview: Digital AI Manager B&W As Digital AI Manager B&W, you will lead the adoption and integration of digital and AI tools within Unilever Procurement. You will drive the implementation of mature AI/analytics solutions, champion digital adoption within the buyer community, and manage transformation initiatives aligned with our 4D Digital Lighthouse Strategy. You will also act as the Program Manager for the Procurement GPT Hero Use Case, helping scale innovative AI-driven solutions. Key Responsibilities 1. Drive 4D Digital Lighthouse Strategy Data Foundations: Enhance the Procurement Data Lake by integrating internal (Unilever Datalake, BDL) and external data (market intelligence, sustainability, resilience, etc.). Maintain a high-quality, accessible data catalogue. Advanced Analytics: Deliver scalable analytics use cases, build self-service analytics tools, and enable data-driven decision-making across key procurement programs. Tool Integration & Automation: Improve and integrate digital tools into the 7-step strategic sourcing process. Enhance the Buyers Console as the central hub for digital tools and services. Culture & Capability Building: Lead digital adoption programs, deliver training (e.g., DigiCon), and drive capability building across the procurement community. 2. Procurement GPT Program Collaborate closely with the Data & AI Innovation team on advanced AI use cases. Manage the transition of innovations into mainstream adoption and support scaled implementation. Key Stakeholders Procurement Leadership Team (UPLT) Head of Strategy & Insights Global Buyer Community UniOps External technology and AI partners Leadership Competencies Strong stakeholder management across complex, matrixed environments Expertise in change management and adoption strategies Skilled in agile project and program management Passion for digital innovation, transformation, and continuous improvement Required Experience Minimum 5 years experience in Unilever or similar FMCG environment Proven experience in digital transformation, analytics, or change leadership roles Track record of delivering strategic, cross-regional initiatives Ability to work in diverse, cross-functional, and global teams

Technical Project Manager Location: Mumbai Function: Project & Program Management Industry: Capital Markets Asset Management & Trading Employment Type: Full-Time Hiring Partner: PSS About the Client: PSS has been exclusively mandated to recruit a Technical Project Manager for one of the world s largest and most respected physical commodities trading groups. Operating across continents, this organization manages the sourcing, storing, transport, and delivery of key raw materials for clients worldwide. They are currently undergoing a major technology transformation to strengthen their terminal management operations and infrastructure. Role Purpose: We are seeking a seasoned Technical Project Manager to lead and deliver complex enterprise software implementation projects focusing on operational enhancements and digital transformation within terminal operations. The ideal candidate brings a deep understanding of agile delivery, infrastructure modernization, and multi-stakeholder coordination across geographies. Key Responsibilities: Project Planning & Delivery: Own and manage end-to-end delivery of key software components under the strategic terminal renovation program. Collaborate with Product Owners, Engineering Leads, and Delivery Managers to ensure robust sprint planning, feature prioritization, and resource alignment. Backlog & Design Management: Oversee the refinement of product backlogs to ensure clear estimation, prioritization, and alignment with both technical and functional goals. Guide Dev, QA, and BA teams to elaborate designs and break down features into implementable user stories. Testing & Quality Assurance: Ensure high-quality delivery with rigorous unit, functional, and regression testing protocols. Drive automation of regression test suites to improve release efficiency. Resource & Risk Management: Monitor team capacity and proactively manage resourcing against delivery timelines. Identify and mitigate project risks; report progress and dependencies to the PMO and executive stakeholders. Stakeholder Collaboration: Build strong working relationships across global offices including Geneva, India, Latin America, and China. Serve as the point of contact between business users, IT architects, and development teams. Competencies & Attributes: Excellent communication and stakeholder engagement skills verbal and written. Meticulous attention to detail with strong analytical and problem-solving capabilities. Ability to navigate change, manage multiple workstreams, and lead under pressure. Strong interpersonal skills with a collaborative and diplomatic approach to global teamwork. Adaptable, agile, and confident in making decisions in a fast-paced, dynamic environment. Able to handle confidential information with discretion and professionalism. Experience & Qualifications: 15+ years of experience in project management, with a strong foundation in structured methodologies and project governance. Proven record in managing complex software deployment projects from initiation through post-launch support. PMP certification or equivalent is a plus. Domain expertise in commodity trading or related sectors is highly desirable. Educational background in Computer Science, Software Engineering, or related technical discipline. Key Stakeholder Relationships: Internal: Product owners, business analysts, architects, developers, and cross-functional IT teams across global hubs (India, Geneva, Argentina, China). External: Implementation partners, vendor teams, and strategic business partners. Work with a global industry leader on a high-impact transformation project. Collaborate with diverse, world-class teams across continents. Take ownership of mission-critical systems that drive operational efficiency. Be at the forefront of digital innovation in commodities trading.

Role: Marketing Technology Manager Function/Department: HPE Experience: 5 to 10 Years Education: Any Graduate / Postgraduate Job Purpose: We are seeking a Marketing Technology Manager to enhance our B2C campaign efforts within Salesforce Marketing Cloud (SFMC). The ideal candidate will play a key role in executing BAU campaigns across multiple channels while building a cutting-edge marketing technology stack that aligns with our Customer First approach. Key Responsibilities: Campaign Development & Execution: Design and implement B2C marketing campaigns across Email, SMS, WhatsApp, Push Notifications, Journeys, Landing Pages, and Forms using SFMC modules such as Email Studio, Automation Studio, Journey Builder, Contact Builder, and Content Builder. Optimize existing campaigns for better engagement and performance. Data Management & Integration: Understand database architecture, including primary/foreign keys and data relationships. Create and update data extensions to support personalized campaign requirements. Develop responsive web cloud pages for landing pages and survey forms. Testing & Optimization: Implement a robust testing process before releasing new features/scripts. Continuously monitor and fine-tune features to enhance performance. Enforce email best practices and standard naming conventions. Marketing Technology & Strategy: Assess the current MarTech architecture and identify gaps for improvement. Coordinate with stakeholders and external agencies to enhance the digital marketing stack. Oversee data security, product enhancements, and compliance. Performance & Process Improvement: Ensure high performance and uptime of the marketing technology stack, aligning with department KPIs. Champion agile development to streamline operational processes. Exciting opportunity to work with advanced marketing technology. Collaborate with industry leaders in digital transformation. Make a real impact by driving customer-centric marketing strategies. If you're passionate about MarTech innovation, Salesforce Marketing Cloud, and data-driven campaigns, apply now and be a part of our dynamic team!

Role: Principal - Growth Manager (HPE) Function/Department: HPE Experience: 8-12 Years Education: Graduation: B.Tech, BCA, BE, B.Sc Post-Graduation: M.Tech, MCA, MBA, M.Sc Job Purpose: We are looking for a Principal - Growth Manager to lead the end-to-end digital marketing strategy for Debt Management. This role will be responsible for driving revenue growth through data-driven digital campaigns, optimizing the debt recovery process, and ensuring maximum ROI from marketing investments. You will collaborate with multiple stakeholders to design and execute impactful marketing initiatives that align with business goals. Key Responsibilities: Growth Strategy & Digital Optimization: Design and implement growth strategies to enhance the debt management process via digital channels. Lead digital marketing objectives for debt management, working with Agile Campaign Teams to drive lead generation and maximize business outcomes. Optimize cross-channel customer journeys based on analytics, stakeholder inputs, and industry benchmarks. Define audience segmentation strategies to deliver personalized offers, content, and conversations. Revenue & Performance Management: Own revenue targets for debt management and drive measurable business growth. Develop, monitor, and refine campaign performance metrics to ensure continuous optimization. Provide regular performance reports to senior leadership and make data-driven decisions to enhance campaign success. Conduct market research to identify trends and improve digital marketing effectiveness. Leadership & Collaboration: Lead and mentor a team of growth managers to drive campaign execution and achieve targets. Work cross-functionally with internal teams and external partners to develop and execute marketing strategies. Ensure seamless execution of sales lead management and lead lifecycle optimization. Secondary Responsibilities: Strong problem-solving skills with a growth mindset. Ability to understand business targets and translate them into effective marketing strategies. Optimize customer journeys (CRO) on digital and assisted platforms. Utilize bureau data insights for digital marketing strategies. Knowledge of financial products and customer lifecycle management. Comfortable working in Agile environments with an incremental ROI approach. Basic proficiency in Data Analytics & Statistics for marketing insights. Preferred Skills & Tools: Proven track record in scaling business and driving growth through digital campaigns. Hands-on experience with leading MarTech tools such as CleverTap, Salesforce Marketing Cloud, Google Analytics, and automation platforms. Ability to independently lead, communicate, and collaborate with multiple business partners and global teams. Lead high-impact digital growth initiatives in a fast-paced, data-driven environment. Work with cutting-edge MarTech tools and drive innovation in debt management marketing. Collaborate with industry experts and contribute to business growth through digital transformation. If you're a strategic thinker with a passion for digital marketing, revenue growth, and performance optimization, we invite you to apply and be part of our dynamic team! Qualification : Graduation:Bachelor of Technology B.Tech, Bachelor of Computer Applications - BCA, Bachelor of Engineering - BE, Bachelor of Science - B.ScPost-graduation: Master of Technology M.Tech, Master of Computer Applications - MCA, Master of Business Administration - MBA, Master of Science - M.Sc

Role: Business Manager Wholesale Banking Operations Function/Department: Wholesale Banking Operations Experience: 5-10 Years Education: Graduation: B.Sc, B.Tech, BCA, B.Com, BBA Post-Graduation: MBA, PGDM Job Purpose: We are looking for a Business Manager Wholesale Banking Operations to drive operational excellence, financial management, and strategic initiatives within the Wholesale Banking division. This role involves overseeing key operational functions, optimizing processes, ensuring compliance, and managing stakeholder relationships. The ideal candidate will bring strong business acumen, analytical capabilities, and leadership skills to enhance efficiency, risk management, and profitability. Key Responsibilities: Operational Management: Oversee governance of daily operations across trade finance, cash management, treasury operations, and lending. Ensure compliance with regulatory standards, risk management protocols, and internal policies. Coordinate cross-functional teams to enhance process efficiency and service delivery. Drive process automation and operational improvements to optimize performance. Strategic Planning & Execution: Collaborate with senior management to develop and implement strategic plans for Wholesale Banking. Identify growth opportunities and drive business process improvements. Monitor industry trends, regulatory changes, and technology advancements to maintain a competitive edge. Financial Management: Assist in budgeting, forecasting, and financial performance tracking for Wholesale Banking Operations. Implement cost-control measures and optimize resource allocation for profitability. Analyze operational data to provide insights for cost reduction and efficiency enhancement. Risk & Compliance Management: Implement and maintain a risk management framework to mitigate operational risks. Ensure adherence to regulatory requirements, banking laws, and internal compliance policies. Collaborate with internal audit, legal, and compliance teams to maintain effective control measures. Stakeholder Management: Liaise with Relationship Managers, Product Teams, Risk, IT, HR, and Compliance to ensure operational excellence. Act as a bridge between the Wholesale Banking Operations team and senior management. Maintain strong relationships with external stakeholders, including regulators, auditors, and vendors. Preferred Skills & Attributes: Strong knowledge of wholesale banking operations, trade finance, treasury, and cash management. Ability to analyze financial data, track KPIs, and generate actionable insights. Proficiency in risk management, compliance, and regulatory frameworks. Excellent stakeholder management and communication skills. Experience in process automation, digital transformation, and operational efficiency projects. Opportunity to work in a high-impact role within Wholesale Banking Operations. Exposure to business strategy, risk management, and financial planning. Collaborative environment with growth opportunities in a dynamic banking landscape. If you are a results-driven professional with expertise in wholesale banking operations, financial management, and risk compliance, we invite you to be part of our team and drive operational excellence and business growth! Qualification : Graduation: B.Sc, B.Tech, BCA, B.Com, BBA Post-Graduation: MBA, PGDM

Role: Business Analysis Manager Debt Management Function/Department: Debt Management Flows Experience: 6-10 Years Education: Graduation: B.Sc, B.Tech, BCA, B.Com, BBA Post-Graduation: MBA, PGDM Job Purpose: The Debt Management (DM) function has evolved into a data-driven and analytics-led domain, leveraging enhanced data capture, automated strategies, and predictive analytics. The Business Analysis Manager plays a critical role in enabling strategic decision-making by providing data-driven insights into macro and micro business trends. This role involves analyzing customer behavior, team performance, and market trends to proactively identify opportunities for improvement and risk mitigation. Key Responsibilities: Debt Management Performance & Strategy: Measure, analyze, and enhance Debt Management strategies and process improvements using MIS and KPIs. Collate, structure, and document strategic changes and impact assessments. Monitor and track Debt Management ecosystem parameters, including customers, employees, and agencies. Evaluate strategy effectiveness and recommend data-driven optimizations. Analytics & Insights for Debt Management: Utilize data analytics to drive higher resolution rates and cost-efficient debt collection. Implement risk segmentation models to predict propensity to pay and probability of default. Develop differentiated treatment models to optimize collection intensity, field operations, and contact strategies. Optimize customer interaction strategies, including right time to contact, skip tracing, and legal interventions. Drive settlement acceptance propensity models to enhance recovery rates and improve debt-sale solutions. Operational Planning & Forecasting: Forecast allocations and capacity requirements to improve debt management efficiency. Collaborate with Product, Portfolio Risk, and BIU teams to align portfolio insights with debt management operations. Track system development requirements and oversee the implementation of automated solutions. Project Management & Compliance: Lead debt management initiatives, ensuring timely execution and impact measurement. Adhere to and foster compliance with regulatory guidelines and risk policies. Support process optimization and digital transformation projects in debt management. Preferred Skills & Attributes: Strong understanding of Debt Management processes, risk segmentation, and collection strategies. Expertise in data analytics, predictive modeling, and financial risk assessment. Experience in project management, process automation, and regulatory compliance. Proficiency in MIS reporting, KPI tracking, and performance analytics. Ability to work cross-functionally with risk, product, BIU, and operational teams. Opportunity to drive strategic decision-making in a data-driven debt management function. Work in a high-impact role with exposure to advanced analytics and automation. Collaborate with cross-functional teams to enhance operational efficiency and recovery strategies. If you have a strong analytical mindset, expertise in debt management analytics, and a passion for driving process improvements, we invite you to join us in shaping the future of Debt Management through data-driven decision-making! Qualification : Graduation: B.Sc, B.Tech, BCA, B.Com, BBA Post-Graduation: MBA, PGDM

Accounting Specialist About Dow At Dow, we believe in putting people first and are committed to delivering integrity, respect, and safety for our employees, customers, and the planet. We are a diverse and innovative team of relentless problem solvers who work together to transform industries and shape a sustainable future. Our purpose is simple: to deliver a better world through science and collaboration. If you're looking for a challenging and meaningful role, you re in the right place. About the Role As an Accounting Specialist, you will be responsible for managing day-to-day accounting activities (US GAAP/Indian GAAP), month-end and year-end closing, balance sheet reconciliation, and financial reporting. You will ensure accuracy, completeness, and compliance in financial records while supporting audits, tax functions, and process improvements through automation and digital transformation initiatives. Key Responsibilities Financial Accounting & Reporting Manage day-to-day accounting under US GAAP and Indian GAAP (Ind AS). Oversee monthly, quarterly, and annual closing activities. Prepare financial statements as per Indian GAAP, including statutory audit schedules. Conduct monthly balance sheet reconciliation using BlackLine. Perform monthly flux analysis to explain significant fluctuations in financials. Develop quarterly and year-end financial schedules. Ensure internal controls are effective and aligned with corporate policies. Support internal and external audits by providing necessary financial data. Tax & Compliance Support Assist the tax team in preparing various tax reports and tax audit requirements. Ensure financial compliance with local statutory and regulatory requirements. Process Improvements & Automation Identify process inefficiencies and drive productivity improvements. Support automation initiatives (including macros and Robotics Process Automation - RPA). Qualifications & Experience Education B.Com. (Mandatory) Chartered Accountant (CA) / US CPA (Preferred) Experience 6-7 years of experience in financial accounting under US GAAP/Ind AS. 2-3 years of experience in corporate or public accounting. 2-3 years of experience in a Western multinational corporation (MNC). Key Competencies & Skills Strong knowledge of Indian GAAP (Ind AS) and US GAAP. Results-driven with a proactive and analytical mindset. Process-oriented with a keen eye for efficiency and improvements. Strong skills in SAP Finance (ECC FICO module). Proficiency in Microsoft Excel and tax-related financial tools. Excellent communication skills with the ability to collaborate across functions. Fluent in English (written and verbal). Additional Information Relocation assistance is NOT available for this position. Flexible work schedule may be required to align with international time zones. Competitive Salary & Bonus Market-aligned compensation with performance-based incentives. Career Growth Opportunities for training, mentoring, and professional development. Comprehensive Benefits Medical, life insurance, and mental health support. Work-Life Balance Flexible workplace culture for personal and professional productivity. Parental & Family Support Paid leave for new parents and caregivers. Paid Time Off & Volunteering Vacation allowance, community engagement, and Employee Resource Groups (ERGs). Wellbeing & Perks Gym memberships, discounts, and transportation benefits (location-dependent). About Dow India Dow Chemical International Pvt. Ltd. (Dow India) is a leader in sustainable materials science, providing innovative solutions across packaging, infrastructure, automotive, and consumer care. With 1,000+ employees, we are a Great Place to Work Certified company, committed to corporate social responsibility (CSR). We actively support women, children, and differently-abled individuals through technology and volunteerism. Join Our Team & Make an Impact! At Dow, we celebrate diversity, collaboration, and innovation. If you are passionate about finance and accounting and want to contribute to a sustainable future, we encourage you to apply! Apply now and be part of a global team transforming industries through science!

Business Process Specialist Location: Mumbai, India About Dow At Dow, we believe in putting people first and are committed to delivering integrity, respect, and safety for our employees, customers, and the planet. We are a diverse and innovative team of relentless problem solvers who work together to transform industries and shape a sustainable future. Our purpose is simple: to deliver a better world through science and collaboration. If you're looking for a challenging and meaningful role, you re in the right place. About the Role Dow's Integrated Supply Chain & Improve & Scale Digital Solutions Team delivers value by defining, enabling, and supporting processes and system capabilities needed by our businesses. As a Business Process Specialist, you will play a critical role in executing strategies, driving process enhancements, and collaborating with global and regional teams to optimize supply chain operations. You will collect and analyze work process and system requirements, ensuring alignment with design principles and business needs. You will act as a subject matter expert for key supply chain functions, supporting systems like SAP, Microsoft Dynamics, OM Partners, Oracle Transportation Management, and more. Additionally, you will be responsible for compliance, regulatory adherence, training, and continuous process improvement initiatives. This role operates under the functional guidance of Global Business Process Leaders and Experts, collaborating with business process teams across Integrated Supply Chain (ISC) and Information Systems (IS). Key Responsibilities Process & System Optimization Develop in-depth knowledge of work processes, systems, technologies, applications, data, and key metrics. Provide expert-level support on system functionality, process improvement, and issue resolution. Gather, evaluate, and document work process requirements for global initiatives and projects. Ensure process compliance with regulatory and internal standards. Collaboration & Stakeholder Engagement Act as a key liaison between business units, IT teams, and process improvement functions. Support peer organizations and cross-functional teams in corporate initiatives, system testing, data migration, and implementation. Develop and deliver training programs, knowledge transfer sessions, and coaching for support teams. Data & Performance Analysis Analyze process performance metrics to monitor consistency and alignment with business goals. Identify gaps in global capabilities, leveraging best practices and emerging technologies for continuous improvement. Qualifications & Experience Education Bachelor s degree (Required) Engineering or Science preferred. Experience Minimum 3 years of relevant experience in Supply Chain, Customer Service, or Process Improvement. Technical Skills Advanced skills in Microsoft Excel, Power BI, and PowerPoint. Strong experience in handling large data sets from multiple sources. Proficiency in Data Visualization tools & techniques. Preferred Skills Digital mindset with a strong focus on innovation and automation. Critical thinking and problem-solving skills. Project management and system/process improvement expertise. Training delivery experience. Excellent communication skills verbal and written. Additional Information Flexibility to support global operations and alternate time zones (North America, EMEAI, LAA, APAC) is required. Relocation assistance is NOT available for this role. Competitive Salary & Bonus Market-aligned compensation with performance-based incentives. Career Growth Opportunities for training, mentoring, and professional development. Comprehensive Benefits Medical, life insurance, and mental health support. Work-Life Balance Flexible workplace culture for personal and professional productivity. Parental & Family Support Paid leave for new parents and caregivers. Paid Time Off & Volunteering Vacation allowance, community engagement, and Employee Resource Groups (ERGs). Wellbeing & Perks Gym memberships, discounts, and transportation benefits (location-dependent). About Dow India Dow Chemical International Pvt. Ltd. (Dow India) is a leader in sustainable materials science, providing innovative solutions across packaging, infrastructure, automotive, and consumer care. With 1,000+ employees, we are a Great Place to Work Certified company, committed to corporate social responsibility (CSR). We actively support women, children, and differently-abled individuals through technology and volunteerism. Join Our Team & Make an Impact! At Dow, we celebrate diversity, collaboration, and innovation. If you are passionate about business process improvement and digital transformation, we encourage you to apply! Apply now and be part of a global team transforming industries through science! Qualification : Bachelors degree (Required) Engineering or Science preferred.

Description BMI Operational Finance team works closely with the US Operational Finance team to support all financial aspects of a project, serving as a main contact in the Financial Services departments for Global Practice and Regional Office leadership. We provide project-level support, review contracts, interpret financial implications, and ensure proper revenue recognition by applying engineering and construction accounting standards. Evaluating revenue recognition of specified divisions within the company, reviewing contracts, and interpreting financial implications, applying construction/engineering accounting standards, and analyzing project cost reports including risks/contingencies/warranty. Ensuring compliance with internal policies, SOX controls and procedures. Analyzing contract clauses, stipulations, obligations, and liabilities. Ensuring that contract terms comply with legal requirements and policies. Assist client-initiated project audits, project-specific financial audits, and the annual financial audit for the company. Create and maintain operational project financial reports for use by project teams and division leaders. Joint Venture Accounting responsibilities (Preparing Financials/Cost report/Roll forward). Creating, and presenting MIS reports/presentations to business leaders/counter parts, Business Analysis, short- and long-term forecasting and performing deep dives into business situations along with making recommendations/observations. Execute processes and tasks in support of month-end close and timely/accurate financial reporting. Prepare and enter journal entries and account reconciliations. Perform analysis on project level financials and acting as subject-matter expert of project financials. Support the worldwide monthly financial close by analyzing significant contracts and identifying their revenue results, preparing journal entries, reconciling revenue related accounts, and preparing analytics and management reporting. Present financial data to business partners and contribute meaningfully to the conversation. Manage ad hoc business requests. Qualifications Graduate in Commerce/Accounting Semi qualified Chartered Accountant/ Inter CA / CPA / CMA with 4 Years of Experience preferred 6 years professional work experience preferred, preferably in the construction/engineering industry with exposure to construction accounting guidance including ASC 606 Experience with Oracle and Microsoft applications; Excel and Power BI is preferred but not required. Must be a self motivator, detailed, well organized and have strong issue-resolution skills. Attention to detail. Excellent oral and written communication skills required. Qualification : Graduate in Commerce/Accounting

Role Purpose As the Procurement Lead Logistics (Transportation & Freight), you will oversee the professional sourcing of logistics services (surface transportation, freight) for finished goods (FG) movement. You will manage an annual spend of 900 Cr, covering 100+ sourcing units and multiple modes of transportation. You will lead strategic supplier partnerships, cost optimization, and process innovations, including RPA, Digital Freight Matching, Dedicated Fleets, autonomous and alternative fuel vehicles, and other logistics advancements. This is a high-impact role, requiring strong collaboration with Logistics Operations, Finance, and key Supply Chain stakeholders. Key Responsibilities Strategic Procurement & Cost Optimization Leverage buying power across India to secure the best terms from suppliers. Develop regional/global vendor networks, optimizing low-cost models. Implement digital sourcing strategies, including RPA and e-auctions. Monitor market trends to drive cost efficiency and accurate price forecasting. Deliver on cost and cash targets for Logistics Procurement. Draft and execute procurement strategies, ensuring business alignment. Supplier & Stakeholder Management Identify, evaluate, and onboard new and existing service providers. Establish and manage Joint Business Development Plans with strategic suppliers. Ensure compliance with contracts and sustainability initiatives. Collaborate with internal teams (Operations, Finance, and Manufacturing Excellence) to drive efficiency. Lead supplier negotiations and contract management, ensuring cost-effectiveness and service quality. Process Innovation & Digital Transformation Implement digital procurement tools for freight and transportation sourcing. Drive automation, AI, and analytics to optimize procurement processes. Benchmark and continuously improve logistics procurement best practices. Identify opportunities for multi-modal transportation, detention reduction, and joint buying. Operational Excellence & Compliance Ensure compliance with Unilever s safety, sustainability, and procurement policies. Conduct timely audits to ensure adherence to contracts and avoid control lapses. Manage crisis situations and supply chain disruptions effectively. Track and optimize freight rate calculations and master updates in procurement systems. Day-to-Day Responsibilities Develop and align procurement strategies with global and regional priorities. Collaborate with cross-functional teams to drive sourcing and supplier performance. Execute tendering, negotiations, and contracting in line with Unilever s procurement policies. Continuously analyze supply market trends, cost drivers, and new sourcing opportunities. Support the savings agenda by identifying cost-saving initiatives. Drive sustainability and safety initiatives in logistics and transportation. Manage timely rate updates and freight payment authorizations. What You ll Need to Succeed Education: Bachelor's Degree in Logistics, Supply Chain, Business, or a relevant field. MBA preferred. Experience: Flexible Ideal candidates will have strong experience in logistics procurement, supplier negotiations, and strategic sourcing. Skills: Strategic thinking & negotiation expertise Analytical & financial acumen (Proficiency in Excel, Power BI) Strong communication & stakeholder management skills Proficiency in digital procurement tools & SAP Proactive, solution-oriented mindset with an ability to drive innovation Why Join Unilever? Unilever is an Equal Opportunity Employer, committed to creating an inclusive and diverse workplace. We encourage individuals from all backgrounds to apply and thrive in a collaborative, purpose-driven environment. Be part of a team that drives innovation, sustainability, and transformation in logistics procurement! Ready to make an impact? Apply now! Key Enhancements: More structured & engaging layout Stronger emphasis on digital transformation & innovation Clearer articulation of role responsibilities More dynamic, compelling language Qualification : Bachelors Degree in a relevant field of study

Mondel z International is a global leader in the snacking industry, with iconic brands like Oreo, Cadbury, and Toblerone. We are committed to creating delicious moments of joy and leading the future of snacking. Joining Mondel z means working with a team that thrives on making a difference, continuously driving innovation, and achieving excellence in all we do. Role Overview As a Senior Manager in Global Internal Audit and Controls, you will lead and manage global audits, focusing on financial accounting, operational controls, and compliance with Mondel z's internal policies, local, and statutory laws. This role requires leadership in ensuring that Mondel z maintains best-in-class risk management and compliance practices. You will also drive continuous improvement and digitalization initiatives to optimize audit processes. This position will involve working closely with both internal and external stakeholders to provide essential insights and strategic recommendations that enhance the control environment and support sustainable growth across regions. How You Will Contribute 1. Global Audit Management Lead comprehensive, risk-based audits, including financial, operational, and compliance audits, ensuring compliance with IIA and Mondel z standards. Conduct audits across regions and functions, including processes outsourced to third parties. 2. Stakeholder Management Act as a trusted advisor and primary audit liaison with senior management across various geographies, including leaders in Finance, Operations, Supply Chain, IT, Sales Marketing, and General BU/Regional Management. Provide regular updates to the Audit Director and executive leadership on audit progress, risk areas, and action plans. 3. Compliance to Audit KPIs Ensure audit execution is aligned with global KPIs. Work closely with the Senior Director to identify gaps in KPIs, determine root causes, and initiate corrective actions to maintain performance standards. 4. Continuous Improvement & Digitalization Identify opportunities for automation, digital tools, and data analytics to enhance the effectiveness and efficiency of the audit processes. Drive harmonization and efficiency within the audit function to align with the company's evolving goals. 5. Team Leadership & Development Lead, coach, and develop a global team of audit professionals, fostering a compliance-oriented, high-performance culture. Align team development with the organization s objectives, ensuring that audit professionals are equipped with the necessary skills and insights to succeed. 6. Monitor and Report Risk Mitigation Plans Oversee the creation, monitoring, and follow-up on corrective action plans. Provide executive management with visibility on progress and escalate areas requiring further attention. Key Stakeholders Internal: Executive Leadership, Finance, Supply Chain, Operations, IT, Sales, Marketing, and HR teams. External: External Auditors, Consulting Partners. Experience and Qualifications Professional Background Chartered Accountant (CA) qualification is required. Extensive experience in audit firms or large-scale/global manufacturing companies. Experience directly in the manufacturing sector with significant experience in high-volume operations is also preferred. Global exposure is highly desired. Leadership and Collaboration Proven ability to lead senior audit teams and collaborate with executive leadership. Experience in building a compliance-focused culture across diverse global environments. Strategic and Digital Mindset Skilled at identifying strategic opportunities for digital transformation and using technology to drive process improvements and automate audits. Technical Expertise Deep understanding of internal controls, audit practices, and risk management frameworks. Proficiency in financial policies, enterprise risk management, U.S. GAAP/IFRS standards, and SOX compliance. Relocation and Support Within-country relocation support is available. For candidates voluntarily moving internationally, minimal support is offered through the Volunteer International Transfer Policy.

Position Title: Head of Technology / Head of Engineering Location: Mumbai Overview: We are seeking a dynamic and experienced Head of Technology to lead our engineering team and drive the development of innovative, scalable, and high-impact tech solutions. You will be responsible for overseeing infrastructure, internal systems, product architecture, third-party integrations, and the full software development lifecycle from ideation to execution. As a senior leader, you will collaborate closely with cross-functional teams to align technology initiatives with business goals, while fostering a high-performance engineering culture. Key Responsibilities: Leadership & Team Management Lead, mentor, and scale a high-performing engineering team Define clear OKRs and growth plans for team members, including career development and regular coaching Attract, retain, and nurture top engineering talent Set team goals aligned with broader business objectives Technology Strategy & Execution Drive the technical strategy, architecture, and execution of the company s product roadmap Oversee all internal systems to ensure security, reliability, and scalability Own technical decision-making, from high-level architecture to low-level design Evaluate and implement innovative technologies to enhance development efficiency and product performance Cross-Functional Collaboration Work closely with Product, Business Development, and Operations to align technical efforts with strategic objectives Manage third-party integrations and collaborate with external business partners Ensure seamless and scalable partner onboarding and system integrations Project Oversight & Delivery Set realistic timelines, budgets, and KPIs for engineering projects Track and report progress to senior management, stakeholders, and external partners Lead delivery across multiple modules and features, ensuring high-quality output at speed Requirements & Qualifications: 8+ years of hands-on experience in software development and system architecture Strong programming background in at least one of: Python, PHP; knowledge of Go or Java is a plus Experience working with at least one NoSQL database Proven expertise in managing infrastructure on AWS independently for 2 3 years Prior experience reporting to senior leadership, business stakeholders, or investors Successfully led at least one enterprise-grade financial product or project in a senior technical role Strong leadership, strategic thinking, and communication skills Ability to thrive in a fast-paced, dynamic startup or scale-up environment

Manager Digital Transformation Location: Mumbai Function: Technology Digital and Data Sciences Employment Type: Full Time Position Objective The role of Manager Digital Transformation involves leading and executing multiple strategic projects to drive business transformation. The ideal candidate will ensure projects are delivered on time, within scope and budget, and with high quality. This role requires strong skills in project management, stakeholder engagement, problem-solving, collaboration, and business analysis. Key Responsibilities Collaborate closely with reporting managers to plan and execute digital transformation initiatives across departments. Manage the end-to-end project lifecycle from concept development to execution, implementation, adoption, and transition to IT. Monitor and report project progress regularly to key stakeholders, ensuring transparency and alignment. Partner with business users to support solution testing and drive post-deployment adoption. Evaluate project outcomes against original objectives and facilitate project closure and handover. Identify opportunities for innovation within existing or upcoming solutions to maximize business value. Maintain documentation of project deliverables, learnings, and quality metrics for continuous improvement. Required Qualifications & Skills Minimum: Bachelor's degree in any discipline. Strong verbal and written communication skills with the ability to interact effectively across technical and non-technical teams. Solid understanding of the Software Development Life Cycle (SDLC). Proven ability to manage multiple projects and coordinate with diverse stakeholders. Certifications in project management (e.g., PMP, PRINCE2) or domain-specific certifications are preferred. Qualification : Bachelor's degree in any discipline

Deputy Vice President Data Science Location: Mumbai Function: Technology Digital and Data Sciences Employment Type: Full Time Role Overview We are seeking a seasoned and innovative Deputy Vice President Data Science to lead cutting-edge AI and data science initiatives. The ideal candidate will drive the development and deployment of machine learning models, architect cloud-native AI platforms, and guide strategic transformation through advanced analytics. This role requires strong leadership, deep technical expertise, and the ability to collaborate across business and technology teams to deliver measurable impact. Key Responsibilities AI & Machine Learning: Design, develop, and implement advanced machine learning models for predictive analytics, NLP, computer vision, and recommendation engines. Lead end-to-end AI project lifecycles, including model validation, productionization, and continuous optimization using frameworks like TensorFlow, PyTorch, and scikit-learn. Stay current with the latest developments in Generative AI, foundation models, and LLMs; evaluate and integrate them into solutions where applicable. Identify and prioritize AI use cases in collaboration with cross-functional teams to create business value. Data Science & Analytics: Lead the complete analytics lifecycle from data exploration and model building to insight generation and product deployment. Work closely with data engineers and analysts to develop scalable, high-impact solutions that influence business outcomes. Leadership & Strategy: Mentor and develop junior team members, promoting a culture of learning, experimentation, and excellence. Contribute to enterprise-wide AI and cloud strategies, including vision setting and roadmap development. Cloud Architecture & Engineering: Architect and implement cloud-native AI and data platforms on GCP (preferred), with working knowledge of AWS or Azure. Build and optimize scalable ML workflows and data pipelines using platforms like Vertex AI, SageMaker, or Azure ML. Ensure secure, scalable, and cost-effective infrastructure, supported by CI/CD pipelines and MLOps best practices. Required Skills & Qualifications Technical Proficiency: Strong coding skills in Python and SQL. Expert-level knowledge of ML frameworks: TensorFlow, PyTorch, Hugging Face, scikit-learn. Practical experience with Large Language Models (LLMs), vector databases, and Retrieval-Augmented Generation (RAG) techniques. Cloud & Engineering: Proficient in designing solutions on Google Cloud Platform (GCP); experience with AWS or Azure is a plus. Familiarity with data tools like BigQuery, Kafka, Snowflake. Strong knowledge of MLOps, including CI/CD pipelines, model monitoring, and A/B testing frameworks. Governance & Ethics: Solid understanding of data privacy, governance, and responsible AI principles.