Machine Learning Software Engineer
3 weeks ago
About the Role
3110 K-T India is seeking a highly skilled Machine Learning Software Engineer to join our team in the development of cutting-edge software solutions for semiconductor device and thin film metrology.
Key Responsibilities
- Design and develop machine learning-based software solutions for semiconductor device and thin film metrology.
- Collaborate with internal and external customers to define requirements for these software solutions.
- Build machine learning-based software solutions using Python with TensorFlow.
- Optimize algorithms and prototypical solutions for efficient implementation.
- Design, develop, implement, and oversee API development.
- Extend prototypes into fully functional, polished solutions ready for internal and/or external use.
- Write comprehensive unit tests and provide technical support during alpha and beta testing.
- Document the design and implementation of software solutions and give presentations both internally and externally.
- Maintain new and existing software solutions throughout the lifecycle of our tools.
Preferred Qualifications
- Experience in computational physics and numerical simulations is highly desired.
- Strong background in machine learning using regression models and TensorFlow framework.
- Background in software architecture, modern development practices, design patterns, and compilers (LLVM/GCC/CLANG).
- Background in Python or C#, especially in writing production-quality, object-oriented code.
- Background in parallel/distributed computing, performance profiling, and memory optimization.
- Experience in API development is a plus.
- Experience in Azure DevOps is a plus.
- Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus.
- Ability and willingness to travel worldwide to support projects at customer sites is a plus.
Minimum Qualifications
Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years; Bachelor's Level Degree and related work experience of 8 years.
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