
Expert Machine Learning Solutions Lead
1 day ago
The successful candidate will be a seasoned expert in machine learning software solutions with the ability to lead and manage a team of engineers.
Job Responsibilities:
- Design, develop, and implement machine learning-based software solutions for semiconductor devices and thin film metrology.
- Collaborate with internal and external customers to define requirements for these software solutions.
- Develop and optimize algorithms and prototypical solutions for efficient implementation.
- Design, develop, implement, oversee, and adapt APIs.
- Extend prototypes into fully functional, polished solutions ready for internal and/or external use.
- Implement solutions in Python using TensorFlow.
- Write comprehensive unit tests and provide technical support during alpha and beta testing.
- Document the design and implementation of software solutions and give presentations internally and externally regarding the work.
- Maintain new and existing software solutions throughout the life-cycle of our tools.
Requirements:
- Strong background in machine learning using regression models and the 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.
Preferred Qualifications:
- 2 years' 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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