Expert Machine Learning Solutions Lead

1 day ago


Chennai, Tamil Nadu, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Machine Learning Expert Leader

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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