Full-Time

Algorithm Engineer

Deep Learning/C++, E

Confirmed live in the last 24 hours

KLA

KLA

5,001-10,000 employees

Provides process control and yield management solutions

Industrial & Manufacturing
Energy

Compensation Overview

$110.9k - $188.5kAnnually

+ Performance Incentive Programs

Mid

Ann Arbor, MI, USA

Category
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Tensorflow
CUDA
MATLAB
C/C++
Computer Vision
Linux/Unix
Data Analysis
Requirements
  • Academic background required in any one of the following areas: Image Processing, Computational Imaging, Computer Vision; Practical experience with Deep Learning, Machine Learning, or Artificial Intelligence, for images, is preferred; Capable of prototyping Algorithms using MATLAB or Python, and implementing algorithms in C++ software under Linux is preferred.
  • Familiarity with any one of the following is a plus: Linear and Nonlinear Optimization techniques, CUDA/GPU Programming frameworks (e.g., TensorFlow), and Data Analysis and Visualization tools.
  • Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years; Bachelor's Level Degree and related work experience of 8 years.
Responsibilities
  • Contribute to novel image processing, defect detection and analysis, and optimization algorithms balancing sophistication and computational complexity through comprehensive data analysis.
  • Evaluate and productize deep learning and other novel approaches that complement and improve the performance of existing algorithms in the inspection space.
  • Collaborate with software and computer groups to design and implement data management, model training and inference flows.
  • Bring forward creative ideas, develop proof-of-concepts, integrate algorithms into production code, and work with other team members in global project teams.

KLA provides process control and yield management solutions primarily for semiconductor manufacturers. The company offers advanced inspection tools, metrology systems, and computational analytics that help manufacturers identify and fix defects during production. This process enhances the quality and reliability of electronic devices, leading to higher production yields. KLA distinguishes itself from competitors by focusing on high-precision equipment and software that are essential for defect detection in semiconductor manufacturing. The company's goal is to improve manufacturing processes while committing to sustainability, with a target of using 100% renewable electricity in its operations by 2030.

Company Stage

IPO

Total Funding

N/A

Headquarters

Milpitas, California

Founded

N/A

Simplify Jobs

Simplify's Take

What believers are saying

  • KLA's consistent financial performance, including strong revenue and cash flow, indicates robust financial health and stability.
  • The company's validated science-based targets for GHG emissions reduction highlight its leadership in sustainability, potentially attracting environmentally-conscious talent and investors.
  • Regular cash dividends reflect a commitment to returning value to shareholders, which can be appealing to employees holding stock options.

What critics are saying

  • The semiconductor industry is highly competitive and cyclical, which can lead to periods of volatility and uncertainty for employees.
  • Achieving ambitious sustainability goals, such as 100% renewable electricity by 2030, may present operational and logistical challenges.

What makes KLA unique

  • KLA's focus on advanced process control and process-enabling solutions for the semiconductor industry sets it apart from competitors who may not specialize as deeply in this niche.
  • The company's commitment to reducing GHG emissions and achieving 100% renewable electricity by 2030 demonstrates a strong focus on sustainability, which is increasingly important in the tech industry.
  • KLA's extensive collaboration with leading customers and its expert teams of physicists, engineers, and data scientists provide a unique competitive edge in innovation and problem-solving.

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