Full-Time

Algorithm Engineer

Deep Learning

Posted on 9/10/2024

KLA

KLA

5,001-10,000 employees

Provides process control and yield management solutions

Industrial & Manufacturing
Energy

Compensation Overview

$154.9k - $263.3kAnnually

Senior

Milpitas, CA, USA

Category
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Rust
Python
Tensorflow
Pytorch
Java
Go
iOS/Swift
Natural Language Processing (NLP)
C/C++
Computer Vision

You match the following KLA's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • PhD degree in Computer Science, Electrical Engineering, or related Quantitative Fields.
  • 3+ Years industrial experience on applying DL/GenAI on real world problem, with impactful results.
  • In-depth experience on at least one of the modeling areas including Deep Learning, Reinforcement Learning, LLMs, Vision Foundation Model, GenAI, Multi-Modal Modeling, etc.
  • In-depth experience on at least one of the application fields including Computer Vision, Image Processing, Video Processing, Robotics, NLP or equivalent.
  • Proficiency in Python.
  • Proficiency in at least one additional programming language - from the list of C/C++, Rust, Go, JAVA or Swift.
  • Proficiency in at least one Deep Learning framework - e.g., PyTorch, TensorFlow, JAX, PaddlePaddle or equivalent.
  • Demonstrations of Deep Learning experience via technical publications in top conferences (e.g., NeurIPS, CVPR, ICML, ICLR, KDD, SIGGRAPH etc.) or Industrial Patents or impactful Open-Source Project are REQUIRED.
  • Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years.
Responsibilities
  • Design AI sub-system component for a product feature.
  • Lead and coach junior engineer for designing/implementing AI sub-system component.
  • Work and communicate through a collaborative manner with global peers across functions.
  • Understand and evaluate state-of-the-art (SOTA) DL/GenAI algorithms.
  • Understand and evaluate SOTA Computer Vision algorithms.
  • Implement SOTA Deep Learning/GenAI/CV models.
  • Understand and evaluate prompt engineering method (to GenAI).
  • Understand and apply DL/GenAI training techniques to model development.
  • Design and improve DL models for a specific feature request.
  • Design new Deep Learning modules or components.
  • Optimize and Fine-tuning DL or GenAI Models.
  • Evaluate and validate the performance of DL or GenAI Models.
  • Perform A/B Test between models/applications on real data.
  • Perform professional technical presentation on ideas, concepts, results to peers and customers.

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 stands out from its competitors by focusing on high-precision equipment and software that are essential for defect detection and correction. The company's goal is to promote sustainability by committing to using 100% renewable electricity in its operations by 2030.

Company Stage

IPO

Total Funding

N/A

Headquarters

Milpitas, California

Founded

1975

Simplify Jobs

Simplify's Take

What believers are saying

  • Rising demand for advanced inspection tools due to AI and IoT growth.
  • AI-driven predictive maintenance reduces downtime in semiconductor manufacturing.
  • Collaborations with cloud providers enhance data analytics and process optimization.

What critics are saying

  • Emerging competition in solid-state battery technology may impact market share.
  • Rapid innovation in semiconductor processes may outpace KLA's current technology.
  • Potential delays in achieving renewable electricity goals could affect brand reputation.

What makes KLA unique

  • KLA specializes in advanced inspection tools and metrology systems for semiconductors.
  • The company integrates computational analytics to enhance defect detection and yield management.
  • KLA is committed to sustainability, aiming for 100% renewable electricity by 2030.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Student Loan Assistance

Tuition Reimbursement

Wellness Program

Mental Health Support

Paid Vacation

Paid Holidays

Parental Leave

INACTIVE