CV/ML/DL Algorithm Developer

Applied Materials

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Quick summary

Work type
On-site
Location
Santa Clara, CA
Salary
$184,000–$253,000 / yr
Employment
Full-time
Posted
2 days ago
Freshness
Confirmed live today

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Salary context

Competitive pay

How this pay compares to similar roles

Similar $225k
This role $218k
$159k $290k
below market most similar roles pay here above market

This role pays more than 56% of similar roles. Most pay $194,262–$254,750 — the blue band above. At the midpoint, this role pays about $218k versus about $225k for comparable roles.

Based on 240 similar postings.

Employer

About Applied Materials

Applied Materials is the world''s largest supplier of equipment, services, and software for the semiconductor and display industries, enabling the production of chips and advanced displays. Industry: Semiconductor Equipment

Applied Materials currently has 363 open roles on FindRole.

Listed pay typically runs $124,000–$171,000 across 229 roles with salary data.

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At a glance

TL;DR · CV/ML/DL Algorithm Developer

The CV/ML/DL Algorithm Developer will lead the research, design, development, and implementation of algorithmic modules for semiconductor process control tools. This role involves performing feasibility studies for classical and machine learning based computer vision algorithms to address defect detection, defect classification, metrology, and image analysis. The developer will investigate literature, prototype approaches, and perform benchmarking on large datasets to solve complex customer use cases. Key responsibilities include writing production-quality code and collaborating with software and systems teams to productize solutions. Required technical skills include expertise in C/C++, Python, TensorFlow, and PyTorch, along with knowledge of GPU programming using CUDA or OpenCL. The role requires a strong background in image processing and deep learning within the semiconductor industry context.

What you'll do

  • Lead the research, design, development, and implementation of algorithmic modules.
  • Perform feasibility studies for classical and ML/DL based computer vision algorithms.
  • Develop algorithms for defect detection, classification, metrology, and image analysis.
  • Prototype algorithm approaches to solve complex problems based on customer use cases.
  • Perform algorithm validation and benchmarking on large datasets using data-driven approaches.
  • Write and maintain optimized, production-quality code for integration into inspection tools.
  • Optimize algorithm performance through efficient use of compute resources.
  • Productize new algorithm solutions that meet specific technical specifications.

What we're looking for

  • New Ph.D. graduate or Master's degree in computer science, electrical engineering, or similar fields.
  • At least 4 years of experience for candidates with a Master's degree.
  • Strong background in computer vision, image processing, and deep learning technology.
  • Expertise in C/C++, Python, and experience with TensorFlow, PyTorch, or similar frameworks.
  • Knowledge of GPU programming using CUDA or OpenCL.
  • Experience working in the semiconductor industry (preferred).
  • Working knowledge with AI coding tools (preferred).
  • Excellent analytical, problem-solving, organizational, and interpersonal communication skills.

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