Data Science

You will be working at Tata Electronics Private Limited (TEPL), a greenfield venture of the Tata Group specializing in manufacturing precision components. As a subsidiary of Tata Sons Pvt. Ltd., TEPL is dedicated to developing India's first AI-enabled state-of-the-art Semiconductor Foundry, focusing on producing chips for various applications like power management IC, display drivers, microcontrollers, and high-performance computing logic to cater to markets such as automotive, computing, data storage, wireless communications, and artificial intelligence. **Key Responsibilities:** - Develop and implement advanced machine learning models to address complex business challenges, translating analytical discoveries into practical business solutions. - Create computer vision algorithms and deploy them in production environments, ensuring seamless integration with existing systems and infrastructure. - Collaborate with domain experts to define problem statements and success metrics aligning with organizational objectives. - Design and implement efficient data pipelines with data engineers to support model development, training, and deployment. - Analyze extensive datasets to derive meaningful insights, identify patterns, and drive data-informed decision-making. - Work in conjunction with the parent company's (PSMC) AI team to comprehend use cases, align strategies, and leverage existing resources and expertise. - Optimize and fine-tune machine learning models for scalability, ensuring they can manage increased data volumes and maintain performance in diverse conditions. - Monitor model performance post-production deployment, establishing systems to track key metrics and assure adherence to performance standards. - Uphold data quality and integrity by enforcing rigorous validation processes and addressing data gaps or inconsistencies before model development. - Communicate technical findings to non-technical stakeholders through clear visualizations, reports, and presentations to translate intricate analysis into actionable insights. **Essential Attributes:** - Willingness to work in the semiconductor domain and develop cutting-edge AI/ML systems. - Proficiency in Computer Vision/Python coding. - Ability to comprehend and debug code. - Familiarity with Linux operating systems. - Experience in handling large datasets and enhancing data pipelines. - Profound understanding of CNN, RNN, DNN Mathematics. - Prior experience in computer vision model deployments. - Strong teamwork skills to collaborate effectively with Manufacturing, Quality, and IT teams. - Ability to convey technical issues and solutions clearly to cross-functional teams. - Eagerness to learn new AI/ML technologies and tools. **Qualifications:** - BE/ME in Computer Science, Machine Learning, Electronics Engineering, Applied Mathematics, Statistics. This role requires 2 to 5 years of experience and offers the opportunity to contribute significantly to the growth and innovation in the semiconductor industry at Tata Electronics Private Limited.,