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Machine learning engineer

Agratas – A Tata Enterprise

bengaluru, karnataka, India Full-time June 26, 2026

Found Description

Domain: EV Battery Manufacturing & Electrochemistry
Experience: 5–7 Years
Education: B. Tech/M. Tech in Chemical Engineering or M. Sc. Chemistry
Role Objective
We are seeking a high-calibre Senior Machine Learning Engineer (L5) to bridge electrochemical research and gigafactory-scale manufacturing.
This role demands a rare combination of:
- Strong Chemistry / Chemical Engineering fundamentals
- Advanced Machine Learning & Deep Learning expertise
- Rigorous statistical and probabilistic thinking
You will build physics-informed digital twins to predict battery life, optimize manufacturing yield, and enable intelligent decision-making at scale.
Core Responsibilities
1. Advanced Machine Learning & Deep Learning
- Design and deploy time-series models (Transformers, LSTMs) to analyze battery cycling and degradation patterns
- Develop computer vision systems (CNNs, Vision Transformers) for defect detection in electrode coating and assembly
- Build phy...

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