Marga Consulting LLC | Artificial Intelligence Engineer
1 day ago
(We are looking for ML Experts with experience in electromagnetics/CFD-ACE products)
Design and develop machine learning software solutions for semiconductor device and thin film metrology
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
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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