Lead AIMLDL Engineer
Lead AIMLDL Engineer
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Job Description
- 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 productionquality objectoriented 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
- 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 learningbased 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 lifecycle of our tools
electromagnetics,c++/cli,fea,modern development practices,physics,c++,cfd,azure devops,parallel computing,api development,performance profiling,c++ or python,artificial intelligence,cfd-ace products,semiconductors,manufacturing,computer science,metrology,machine learning,python,regression models,computational physics,software architecture,tensorflow,memory optimization,design patterns,electrical properties,object-oriented programming,tensorflow framework,numerical simulations,parallel/distributed computing,object-oriented code,parallel / distributed computing,distributed computing
Employment Type
Full Time
