Machine Learning Professional
2 weeks ago
Job Title: Machine Learning Professional
About the Role:
We are seeking a highly skilled Machine Learning Professional to join our team at Right Fit HR Services. As a Machine Learning Professional, you will be responsible for designing and developing machine learning software solutions for semiconductor device and thin film metrology.
Key Responsibilities:
- Work with both internal and external customers to define requirements for these software solutions.
- Build machine learning-based software solutions.
- Optimize algorithms and prototypical solutions for efficient implementation.
- Design, develop, implement, oversee, and adapt API.
- Extend prototypes into fully functional, polished solutions ready for internal and/or external use.
- Implement solutions in Python with TensorFlow.
- Write comprehensive unit tests and provide technical support during alpha and beta testing.
- Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work.
- Maintain new and existing software solutions throughout the life-cycle of our tools.
Preferred Qualifications:
- Strong background in machine learning using regression models and TensorFlow framework.
- Background in software architecture, modern development practices, and design patterns.
- 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 computational physics and numerical simulations 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 Qualification:
- 5 to 16 Years of experience leading or managing a team of machine learning algorithm engineers.
- BS in Computer Science or related computational field with at least 10 years of experience or.
- MS in Computer Science or related computational field with at least 8 years of experience or.
- PhD in Computer Science or related computational field with at least 5 years of experience.
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