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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

compu...

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