обновлено 11 дней назад
CV/ML/DL Algorithm Developer (Computer Vision)
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): Developing and productizing classical and ML/DL computer vision algorithms for defect detection, classification, metrology, and image analysis on semiconductor process control tools with an accent on algorithm feasibility, large-dataset validation, and production integration. Focus on designing data-driven solutions, optimizing GPU and compute-resource usage, and implementing production-quality C/C++ and Python code.
Location: Santa Clara, CA, United States
Salary: $184,000–$253,000 per year
Company
develops and services materials science and engineering equipment used to manufacture semiconductor chips and advanced displays.
What you will do
- 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 research literature, prototype approaches, and assess algorithm feasibility.
- Validate and benchmark algorithms on large datasets using data-driven methods.
- Collaborate with compute infrastructure, software, systems, applications, and product teams to integrate algorithms into semiconductor inspection tools.
- Write and maintain optimized, production-quality code and optimize 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 a similar framework.
- 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 graduates or candidates with a master's degree and 4+ years of experience are considered.
Nice to have
- Working knowledge of AI coding tools.
Culture & Benefits
- Supportive environment focused on learning, professional development, and innovation.
- Health, wellness, and family benefits supporting personal and professional wellbeing.
- Comprehensive total rewards package with potential bonus and stock award eligibility.
- Travel is required approximately 10% of the time.
- Relocation eligible.
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