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 computer vision and machine learning/deep learning algorithms for defect detection, defect classification, metrology, and image analysis.
- Investigate customer use cases, survey literature, prototype algorithm approaches, and conduct concept and feasibility studies.
- Collaborate with compute infrastructure, software, systems, applications, and product teams to productize algorithm solutions.
- Validate and benchmark algorithms on large datasets using data-driven approaches.
- Write and maintain optimized, production-quality code and integrate algorithms with software teams into semiconductor inspection tools.
- Optimize algorithm performance through efficient use of compute resources.
Requirements
- Experience working in the semiconductor industry.
- Strong background in computer vision, image processing, and deep learning technology.
- Expertise in C, C++, and Python, with experience using TensorFlow, PyTorch, or a similar framework.
- Knowledge of GPU programming using CUDA or OpenCL.
- Academic background in computer vision, deep learning, machine learning, artificial intelligence, computer science, electrical engineering, or a similar field.
- New Ph.D. graduate or a master's degree with at least 4 years of experience.
- Working knowledge of AI coding tools is desired.
- Strong analytical, problem-solving, organizational, interpersonal, and communication skills.
Benefits
- Comprehensive benefits and wellness programs supporting employee and family health and wellbeing.
- Support for personal and professional development in a supportive work culture.
- Full-time, regular employee position in Santa Clara, California.
- Approximately 10% travel required.
- Relocation eligible.
- Potential eligibility for bonus and stock award programs.
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.