13 дней назад
CV/ML/DL Algorithm Developer (Semiconductor)
184 000 - 253 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
CV/ML/DL Algorithm Developer (Computer Vision/Semiconductors): Developing and productizing classical computer vision and ML/DL algorithms for defect detection, classification, metrology, and image analysis on semiconductor process control tools with an accent on algorithm feasibility, validation, and production integration. Focus on benchmarking large datasets, optimizing compute-resource usage, and integrating C/C++ and Python solutions with inspection-tool software.
Location: Santa Clara, California, United States
Salary: $184,000–$253,000 per year
Company
develops materials science and engineering solutions, equipment, and services used to manufacture semiconductor chips and advanced displays.
What you will do
- Develop and evaluate classical computer vision, machine learning, and deep learning algorithms for defect detection, classification, metrology, and image analysis.
- Investigate customer use cases, review research literature, prototype approaches, and conduct concept and feasibility studies.
- Validate and benchmark algorithms on large datasets using data-driven methods.
- Collaborate with compute infrastructure, software, systems, applications, and product teams to integrate algorithmic solutions into semiconductor inspection tools.
- Write and maintain optimized, production-quality code and improve algorithm performance through efficient use of compute resources.
Requirements
- Experience 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 similar frameworks.
- Knowledge of GPU programming with CUDA or OpenCL.
- Academic background in computer vision, deep learning, machine learning, artificial intelligence, computer science, or electrical engineering.
- New PhD graduate or master's degree holder with 4+ years of experience, plus strong analytical, problem-solving, organizational, and communication skills.
Nice to have
- Working knowledge of AI coding tools.
Culture & Benefits
- Supportive work culture focused on learning, professional development, and innovative customer solutions.
- Health and wellness programs supporting employees and their families.
- Comprehensive benefits and total rewards package, with possible bonus and stock award eligibility.
- Travel required approximately 10% of the time.
- Relocation assistance may be available.
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