Mathematical Modeling Jobs in Pallavaram

Deep Learning Engineer-1 Job Description: As a Deep Learning Engineer-1, you will be responsible for developing Computer Vision (CV) Deep Learning models with a long-term view of integrating them with various Detect products. You will also be expected to take ownership of the data preparation and processing pipelines and innovate on faster ways to use the same. We are looking for Candidates capable of handling oneself in a technically diverse and demanding atmosphere. Job Responsibilities: Train Deep learning models Ensuring that best practices are followed in solving AI problems including thorough problem analysis, prior research understanding, persistent experimentation and documentation, rapidprototyping, and extensive testing. Creating and executing on processes for thorough performance evaluation of the solution against real-world test cases. Benchmarking against competing solutions, prior research and customer s acceptance criteria wherever applicable. Data Management Planning the nature, volume and source of data required to effectively solve the problem. Ideating with relevant people on best ways to source and annotate this data. Following up with Labelling Teams on a continual basis to ensure minimal rework. Others Good articulation of your thoughts and the ability to write technical documentation and blog posts. To be able to contribute back to open-source libraries and integrate with their testing mechanisms when required. Requirements: Adapt at modelling Computer Vision problems using Deep Learning frameworks. Adapt at using git and using IDEs. Projects, certification, or open-source work showing experience in using deep learning for Computer Vision and Data Management. 1+ years work experience in computer vision; key areas of interest include object detection, image/ video, tracking and recognition, OCR detection, activity recognition. Preferred Skills & Knowledge: Experience in Docker. Experience in Nvidia frameworks like TAO, Deepstream, TensorRT. Experience in fields relating to Image Stitching, 3-D reconstruction, video analysis, clustering, object detection, image classifications, semantic image segmentation, Large Vision Models (LVM), Large Language Models (LLM), LlamaIndex, LangChain, RAG. Knowledge/Experience on deploying programs into compute limited hardware like RPi/Nvidia Jetson. Strong understanding of theory behind DL techniques such as CNNs, transformers, LLM/LMM supervised and unsupervised Learning, optimization techniques, etc.

Software Development Engineer Level 3 (Python/Django Developer) Job Description: As a Software Development Engineer Level 3 (Python/Django Developer), you will be responsible for implementing the relevant server-side architecture for both web and mobile applications based on client requirements. Your primary focus will be on leading the team and ensuring high-quality code and ease of usability for requests from various teams. You will also follow up with team members to ensure timely project delivery and the production of robust, bug-free code. Duties & Responsibilities: Develop web and mobile applications, focusing on complete backend architecture. Convert user stories into enterprise-level software solutions. Troubleshoot and fix issues proactively in backend frameworks. Set up Agile processes within the team for continuous monitoring and improvement. Work with both Monolithic and Microservice architecture, handling complex projects. Hire and mentor SDE2, SDE1, and JSDE team members. Lead and provide solid technical leadership for the backend team. Collaborate with other teams to ensure first-time right solutions. Possess hands-on knowledge of unit testing frameworks with code coverage and other software testing tools. Design large systems and work across multiple teams to deliver large projects. Participate in code reviews and deliver bug-free products. Contribute to building a knowledge base for continuous team development. Qualifications & Experience: BE/B-Tech degree with 5+ years of work experience, or ME/MS degree with 4+ years of work experience in Computer Science. Experience in server-side development; frontend development knowledge is an advantage. Preferred Skills & Knowledge: Strong teamwork skills with a problem-solving attitude. Proven experience as a backend developer. Expertise in Python/Django frameworks. Experience with JavaScript frameworks/libraries, such as Angular. Hands-on experience with MySQL, PostgreSQL, or other RDBMS. Knowledge of web application security and secure coding practices. Strong analytical thinking and problem-solving abilities. Familiarity with software collaboration tools like GIT. Ability to work with distributed and diverse teams of researchers and developers. Excellent communication skills in English, both written and verbal. High level of innovation and motivation. Ability to train and support internal teams. A passion for staying current with emerging technologies. Qualification : BE/B-Tech degree with 5+ years of work experience, or ME/MS degree with 4+ years of work experience in Computer Science.