Algorithm Developer

21 hours ago

Ann Arbor, Michigan, United States KLA Full time
About the Role

We are seeking a highly motivated individual to join our world-class AI and Modeling Center of Excellence in Ann Arbor, Michigan, USA. This individual will utilize their skills in Machine Learning and Artificial Intelligence to develop advanced Machine Learning (ML)/Deep Learning (DL) algorithms to be integrated into KLA's metrology challenges and metrology applications at FaST division.

Key Responsibilities
  • Research, develop, and implement groundbreaking machine learning solutions for semiconductor device and thin film metrology.
  • Rapid prototype and validate new machine learning, deep learning algorithms.
  • Work in a highly multi-functional organization to drive systems integration of algorithms.
  • Work with both internal and external customers to define the requirements for next-generation algorithms to solve leading-edge metrology problems.
  • Write robust production-quality source code.
  • Bring forward and drive creative ideas, test ideas on metrology challenge use cases, demonstrate the feasibility, and develop production-ready code, and provide support as needed.
  • Evaluate and improve machine learning model performance, comparing and assessing various machine learning models.
  • Give presentations both internally and externally regarding the work.
Requirements
  • Doctorate (Academic) in Computer Science, Computer Engineering, Electrical Engineer, Mechanical Engineer, Mathematics, or Physics with 1 solid year of industry work experience.
  • Strong background in Machine Learning, deep learning.
  • Proficiency in Python, especially in writing production-quality, object-oriented code.
  • Knowledge of common deep learning frameworks like TensorFlow.
  • Ability to formulate problems into mathematical equations.
  • Great teammate with excellent written and verbal communication skills.
  • Ability to manage multiple tasks and prioritize work.
  • Background in machine learning in regression problems, TensorFlow framework, and generative modeling.
  • Experience in Azure DevOps is a plus.
  • Experience in semiconductors is a plus.
  • Ability and willingness to travel worldwide to support projects at customer sites is a plus.
About KLA

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. We invent systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards, and flat panel displays. Our expert teams of physicists, engineers, data scientists, and problem-solvers work together with the world's leading technology providers to accelerate the delivery of tomorrow's electronic devices.

We focus more than average on innovation and invest 15% of sales back into R&D. Our company offers a total rewards package that is competitive and comprehensive, including but not limited to medical, dental, vision, life, and other voluntary benefits, 401(K) including company matching, employee stock purchase program (ESPP), student debt assistance, tuition reimbursement program, development and career growth opportunities and programs, financial planning benefits, wellness benefits including an employee assistance program (EAP), paid time off and paid company holidays, and family care and bonding leave.

KLA is proud to be an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, national origin, sex, gender identity, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other status protected by applicable law. We will ensure that qualified individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us at [insert contact information] to request accommodation.

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