AI Software Engineer at KLA (Ann Arbor, MI)

| Ann Arbor, MI
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Company Overview
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. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and in 2019 we invested 15% of sales back into R&D. 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. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.

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. Central Engineering is KLA's largest engineering organization comprised of 9 Centers-of-Excellence (CoE) in various disciplines applied across all product groups in the company. These CoE include Handling & Automation, Precision Motion Control, Sensors & Image Acquisition, Platform Design, and Packaging Engineering, among others. Talent includes over 500 engineers across global centers in Israel, China, India, and the US. Each CoE contributes not just talent and deliverables per discipline toward product programs, but also subject matter expertise, best practices, roadmaps, specialized facilities, apparatus, models, and analytics. These differentiate KLA not only in WHAT we do, but also in HOW we do it.

Responsibilities

Software Engineers in the AI and Physics Modeling team may work on a variety of tasks including platform for large scale experimentation, scale out of physics models, data management and inference solutions for KLA products.

Although familiarity with Machine Learning and Deep Learning solutions would be a big plus, this is primarily a Software Engineering position. Successful candidates are passionate about software and will have exceptional skills and hands-on experience with development in C/C++ and Python in a Unix environment. Deep conceptual understanding of multi-threaded and multi process software systems is also necessary.

In addition to the above fundamental software skills, any of the following technical hands-on skills are highly desirable:
  • System Programming and Operating Systems.
  • Distributed systems for data management.
  • Distributed computing infrastructure.
  • Cloud technologies for storage, containerization, and compute clusters.
  • Data Structures and algorithms.
  • GPU architectures and data management.
  • Traditional machine learning using Random Forest, XG Boost, Logistic Regression.
  • Deep Learning for regression, classification. Generative models.
  • TensorFlow, NumPy, scikit-learn, and other ML and DL frameworks.
  • MPI and similar distributed computing framework.
  • GPU Architectures and CUDA (CuGraph, CuData, CuML etc).
  • GO Systems Programming, Java Programming.


Successful candidates for this position will also demonstrate the following non-technical skills:
  • Capability to formulate creative solutions through analyzing complex data
  • Good communication skills
  • Strong team player and motivated by team success
  • Strong problem-solving skills


Minimum Qualifications
  • Bachelor's Level Degree
  • Must have flexibility to travel outside of Michigan based on business needs.


We offer a competitive, family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment, while ensuring we provide benefits that meet the diverse needs of our employees.

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 [email protected] to request accommodation.
More Information on KLA
KLA operates in the Hardware industry. The company is located in Milipitas, CA. KLA was founded in 2022. It has 10001 total employees. It offers perks and benefits such as Flexible Spending Account (FSA), Disability Insurance, Dental Benefits, Vision Benefits, Health Insurance Benefits and Life Insurance. To see all 215 open jobs at KLA, click here.
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