CV/ML/DL Algorithm Developer
Applied Materials4 days ago
Santa Clara, CA, USAEntry Level / Mid Level
H1B sponsor
Base Salary
$184k - $253k/yr
Responsibilities
- Evaluate and develop classical computer vision, machine learning, and deep learning algorithms for defect detection, classification, metrology, and image analysis.
- Investigate customer use cases, survey literature, prototype algorithm approaches, and perform concept and feasibility studies.
- Validate and benchmark algorithms on large datasets using data-driven methods.
- Write and maintain optimized, production-quality code and collaborate with software teams to integrate algorithms into inspection tools.
- Optimize algorithm performance through efficient use of compute resources.
- Collaborate with compute infrastructure, software, systems, and applications teams to productize algorithm solutions.
Requirements
- Experience working in the semiconductor industry.
- Strong background in computer vision, image processing, and deep learning.
- Expertise in C/C++ and Python, with experience using TensorFlow, PyTorch, or a similar framework.
- Knowledge of GPU programming with CUDA or OpenCL.
- Academic background in computer vision, deep learning, machine learning, or artificial intelligence.
- New Ph.D. graduate or Master's degree holder with 4+ years of experience in computer science, electrical engineering, or a similar field.
- Strong analytical, problem-solving, organizational, interpersonal, and communication skills.
- Working knowledge of AI coding tools is desired.
Benefits
- Full-time regular employment in Santa Clara, California.
- Comprehensive benefits and wellness programs supporting employees and families.
- Support for personal and professional development in a collaborative work culture.
- Relocation eligibility.
- Approximately 10% travel.
- Potential eligibility for bonus and stock award programs, as applicable.
Categories
About Applied Materials
Applied Materials builds semiconductor and display manufacturing equipment and related materials engineering technologies used by chip and flat-panel makers. It sells capital tools, process technology, and lifecycle services and software to support high-volume wafer fabrication and display production worldwide. Founded in 1967 and headquartered in Santa Clara, California, the company is publicly traded on NASDAQ under the ticker AMAT.