KLA jobs - Engr Algorithm 2

Group/Division

With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG),which is responsible for creating all of KLA’s metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The LS-SWIFT Division of KLA’s Global Products Group provides patterned wafer inspection systems for high-volume semiconductor manufacturing. Its mission is to deliver market-leading cost of ownership in defect detection for a broad range of applications in the production of semiconductors. Customers from the foundry, logic, memory, automotive, MEMS, advanced packaging and other markets rely upon high-sample wafer inspection information generated by LS-SWIFT products. LS (Laser Scanning) systems enable cost-effective patterned wafer defect detection for the industry’s most sophisticated process technologies deployed in leading-edge foundry, logic, DRAM, and NAND fabs. SWIFT (Simultaneous Wafer Inspection at Fast Throughput) systems deliver all-wafer-surface (frontside, backside, and edge) macro inspection that is critical for automotive IC, MEMS, and advanced packaging processes as well as foundry/logic and memory fabs. LS-SWIFT operates from a global footprint that includes the US, Singapore, India and Germany, and serves a worldwide customer base across Asia, Europe and North America.

Responsibilities

• Design, development and implementation of cutting-edge deep computer vision, signal processing, traditional machine learning or image processing algorithms.
• Rapid prototyping and validation of new image processing, machine learning related ideas.
• Develop end to end solutions that are holistic considering the system, imaging pipeline, the user experience and the end application requirement
• Work in a highly cross functional organization to participate/drive systems integration of algorithms.
• Write robust production quality code.
• Own prototype to production of algorithms
  

Strong background in one or more of the following areas:

• Signal processing, machine Learning, deep learning, computer vision, image processing
• Proficiency in C/C++, python and object-oriented design
• Knowledge of common deep learning frameworks like TensorFlow, PyTorch
• Ability to formulate problems into mathematical equations.
• Team player with excellent written and verbal communication skills.
• Ability and willingness to travel worldwide to support demos and projects at customer sites.

Bachelors of Arts or Science (Bachelors) - Artificial Intelligence and Robotics, Bachelors of Arts or Science (Bachelors) - Computer and Information Science, English, Masters of Arts or Science or Business Administration (Masters) - Computer Engineering, Problem Solving (Autonomy)