Data Science

4 weeks ago

Vadodara Rajkot Surat, India Tata Electronics Tepl Full time

Job Description Job Responsibilities - - Develop and implement advanced machine learning models to solve complex business problems, translating analytical findings into tangible business solutions. - Develop computer vision algorithms and deploy them to production environments, ensuring seamless integration with existing systems and infrastructure. - Understand business requirements by working closely with domain experts to define problem statements and success metrics that align with organizational goals. - Collaborate with data engineers to design and implement efficient data pipelines that support model development, training, and deployment. - Analyse large datasets to extract meaningful insights, identify patterns, and drive data-informed decision making across the organization. - Work with the mother company's (PSMC) AI team to understand use cases, align strategies, and leverage existing resources and expertise. - Optimize and fine-tune machine learning models for scalability, ensuring they can handle increased data volumes and maintain performance under varying conditions. - Monitor model performance post-production deployment, implementing systems to track key metrics and ensure adherence to established performance standards. - Ensure data quality and integrity by implementing 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 that translate complex analysis into actionable insights. Essential Attributes - - Willing to work in semiconductor domain and building cutting edge AI/ML system. - Proficiency in Computer vision/ Python code writing. - Ability to understand and debug code. - Understanding of Linux OS. - Experience in working with large dataset and improving data pipelines. - Deep Understanding of CNN, RNN, DNN s Mathematics. - Experience in computer vision model deployments. - Excellent teamwork skills to work closely with Manufacturing, Quality, and IT teams. - Ability to communicate technical issues and solutions effectively to cross-functional teams. - Enthusiasm for learning newAI/ML technologies, tools. Qualifications - - BE/ ME in Computer science, Machine Learning, Electronics Engineering, Applied mathematics, Statistics.

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