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Senior Machine Learning Software Architect
2 weeks ago
Marga Consulting LLC is seeking a highly skilled Senior Machine Learning Software Architect to lead the development of innovative machine learning solutions for semiconductor device and thin film metrology. As a key member of our team, you will be responsible for designing and developing cutting-edge software solutions that drive business growth and success.
About the RoleWe are looking for an experienced professional with a strong background in machine learning, software architecture, and Python development. You will work closely with cross-functional teams to define requirements, develop, and implement machine learning-based software solutions using TensorFlow. Your expertise in optimizing algorithms and prototypical solutions for efficient implementation will be crucial in ensuring the success of our projects.
Key Responsibilities- Design and develop machine learning software solutions for semiconductor device and thin film metrology
- Work with internal and external customers to define requirements for these software solutions
- Build machine learning-based software solutions using TensorFlow
- 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
- 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
- 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
The estimated salary for this role is $140,000 - $200,000 per year, based on industry standards and location.
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