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Algorithm Engineer/Specialist

5 months ago

chennai, India RGF Select India Private Limited Full time

Roles & Responsibilities :

1. Design and develop machine learning software solutions for semiconductor device and thin film metrology

2. Work with both internal and external customers to define requirements for these software solutions

3. Build machine learning-based software solutions

4. Optimize algorithms and prototypical solutions for efficient implementation

5. Design, develop, implement, oversee, and adapt API

6. Extend prototypes into fully functional, polished solutions ready for internal and/or external use

7. Implement solutions in Python with TensorFlow

8. Write comprehensive unit tests and provide technical support during alpha and beta testing

10. Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work

11. Maintain new and existing software solutions throughout the life-cycle of our tools

Preferred Qualifications :

1. Experience in computational physics and numerical simulations is highly desired

2. Strong background in machine learning using regression models and TensorFlow framework

3. Background in software architecture, modern development practices, design patterns and compilers i.e. LLVM/GCC/CLANG

4. Background in Python or C#, especially in writing production-quality, object-oriented code

5. Background in parallel / distributed computing, performance profiling, and memory optimization

6. Experience in API development is a plus

7. Experience in Azure DevOps is a plus

8.Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus

9. 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

- Masters Level Degree and related work experience of 6 years

- Bachelors Level Degree and related work experience of 8 years

(ref:hirist.tech)