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Applied Materials

AI/ML Algorithm Developer

About this role

This role is in Applied Materials' Rocket team in Bangalore, which speeds up innovation on semiconductor manufacturing challenges. The algorithm developer builds systems that take in data from thousands of sensors, find physics-based relationships, and create predictive and control models. The approach blends first-principles physics with machine learning, including physics-informed neural networks. Work includes data pipelines, ML surrogate and reduced-order models, and software that connects to real manufacturing tools. It suits people with advanced training in physics, applied maths or engineering who also write solid production code.

Applied Materials is hiring for AI/ML Algorithm Developer, a full-time role based in Bengaluru.

Who can apply: Master's + 2 years, or PhD. Skills: Machine learning, Python, Physics-informed neural networks, Data pipelines, Simulation.

Hirastra checked that this opening is live. Apply directly through the official posting; applying is always free.

What you'll do

  • Design scalable data pipelines for high-volume sensor data from semiconductor manufacturing systems
  • Model the physical relationships behind complex process behaviour
  • Develop predictive and control algorithms combining physics-based and machine learning methods
  • Build ML surrogates or reduced-order models based on physics simulations
  • Analyse sensor and metrology data to improve simulations and model accuracy
  • Build maintainable software modules that integrate with manufacturing tools, control systems or dashboards

What you need

  • Ph.D. in Physics, Applied Mathematics, Computational Chemistry, Electrical Engineering, Mechanical Engineering or a related quantitative field, or a Master's in one of these with at least 2 years of relevant industry or research experience
  • Expertise in theoretical physics, applied mathematics, computational science or simulation-driven engineering
  • Working knowledge of machine learning, data science and statistical modelling
  • Strong software engineering skills for clean, scalable, production-ready code
Location
Bengaluru
Work mode
See listing
Experience
Master's + 2 years, or PhD
Pay
₹20–35 LPA (Est.)
Type
Full-time job, AI & ML
Added
27 October 2026

Skills

  • Machine learning
  • Python
  • Physics-informed neural networks
  • Data pipelines
  • Simulation

"Est." = Hirastra's estimate based on market data, not an official figure.

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