обновлено 2 дня назад
AI Engineer (Computer Vision/Signal Processing)
136 300 - 231 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Engineer (Computer Vision/Signal Processing) (Deep Learning/Computer Vision): Design, train, and deploy deep learning models for image translation, segmentation, anomaly detection, and defect analysis in semiconductor inspection systems with an accent on physics-based modeling, signal processing, and production-quality implementation. Focus on optimizing inference throughput with GPU-accelerated and high-performance computing, creating rigorous data pipelines, and integrating AI algorithms with inspection-system subsystems.
Location: Milpitas, California, USA
Base pay: $136,300–$231,700 annually
Company
develops metrology and inspection systems and solutions for the semiconductor manufacturing ecosystem, including reticle and photomask inspection platforms.
What you will do
- Design, train, and deploy deep learning models for image translation, segmentation, anomaly detection, and defect analysis.
- Formulate inspection challenges as mathematical problems and develop customized models and algorithmic solutions.
- Curate datasets and establish training, validation, and evaluation pipelines.
- Improve model accuracy and optimize inference throughput using GPU acceleration and high-performance computing.
- Deliver maintainable, production-quality code and identify technical bottlenecks through data analysis.
- Collaborate with cross-functional teams, field teams, and customers to integrate and deploy AI solutions, including occasional international travel.
Requirements
- Relevant publications must be listed on the resume.
- PhD in Applied Mathematics, Computer Science, Electrical Engineering, or a related field; new graduates are welcome, with preference for 1–2 years of experience.
- Significant experience with deep learning for computer vision and image understanding.
- Knowledge of physics-based modeling or signal processing.
- Proficiency with Python and modern deep learning frameworks such as PyTorch or TensorFlow.
- Experience with C++ production software development and object-oriented programming.
Nice to have
- Experience with scientific computing, numerical optimization, or computational geometry.
- Knowledge of electron-beam or optical imaging-system modeling.
- Knowledge of semiconductor manufacturing and process control.
Culture & Benefits
- Work with physicists, engineers, data scientists, and other technical specialists on complex semiconductor inspection problems.
- Medical, dental, vision, life, and other voluntary benefits.
- 401(k) with company matching and an employee stock purchase program.
- Tuition reimbursement, student debt assistance, financial planning, wellness, and career development programs.
- Paid time off, company holidays, and family care and bonding leave.
Hiring process
- The recruiting process includes multiple interviews conducted in person or by video conference with hiring managers.
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