AI/ML Algorithm Developer
Applied Materials7 days ago
Bengaluru, IndiaMid Level
Responsibilities
- Design scalable pipelines for collecting, processing, and analyzing high-volume semiconductor manufacturing sensor data.
- Model physical relationships and develop predictive and control algorithms using physics-based and machine learning methods.
- Build maintainable software modules that integrate with manufacturing tools, control systems, and dashboards.
- Develop ML surrogates and reduced-order models based on physics simulations.
- Analyze sensor and metrology data, improve model accuracy, and optimize algorithm performance.
- Collaborate with physics, engineering, software, and data science teams to deploy intelligent automation solutions.
Requirements
- Ph.D. in Physics, Applied Mathematics, Computational Chemistry, Electrical Engineering, Mechanical Engineering, or a related quantitative discipline, or a master’s degree in one of these fields plus at least two years of relevant industry or research experience.
- Deep expertise in theoretical physics, applied mathematics, computational science, or simulation-driven engineering.
- Working knowledge of machine learning, data science, and statistical modeling techniques.
- Strong software engineering skills for producing clean, scalable, production-ready code.
- Experience with computational methods, computer-aided engineering, engineering simulation, physical modeling, or complex-systems analysis is preferred.
- Experience applying machine learning to scientific, engineering, or industrial problems is preferred.
- Interest or experience in sensors, instrumentation, hardware systems, robotics, or physical-world applications is preferred.
- Evidence of high-quality technical work through GitHub, open-source contributions, publications, or equivalent work is preferred.
Benefits
- Full-time regular employment in Bangalore, India.
- Supportive culture focused on learning, development, wellbeing, and professional growth.
- Relocation is not offered for this role.
Categories
About Applied Materials
Applied Materials builds semiconductor and display manufacturing equipment and related materials engineering technologies used by chip and flat-panel makers. It sells capital tools, process technology, and lifecycle services and software to support high-volume wafer fabrication and display production worldwide. Founded in 1967 and headquartered in Santa Clara, California, the company is publicly traded on NASDAQ under the ticker AMAT.