Senior Algorithm Developer
3 weeks ago
About the Role
Applied Materials is seeking a Senior Algorithm Developer to join our SW & AI Group, which leads the development of image processing systems integrated in various products. Our systems capture high-speed scanning images and perform complex algorithms to detect defects in memory and processor chips.
Key Responsibilities
- Develop and document algorithmic development, participate in planning, and collaborate with cross-functional teams to integrate algorithms into production systems.
- Evaluate and explore deep learning architectures and algorithms to enhance accuracy and efficiency.
- Mentor junior developers and provide technical guidance.
Requirements
- 6-10 years of experience with a Master's or Ph.D. in Electronics or Computer Science, focusing on image processing and deep learning algorithms.
- Solid mathematical foundation and understanding of probability, statistical analysis, image processing, and machine learning principles.
- Strong Python programming skills and experience with deep learning frameworks like PyTorch.
- Proficiency in image processing techniques and libraries such as Numpy, OpenCV, Scikit, and pandas.
- Familiarity with optimization techniques for memory and throughput in deep learning algorithms.
- Knowledge of cloud platforms and tools for large-scale data processing and model training.
- Understanding of feature development cycles from requirements to testing, integration, and delivery.
Desired Skills
- Strong mathematical foundation.
- Practical experience in deploying deep learning models.
- Algorithm development and optimization skills.
- Business expertise, including knowledge of best practices and market differentiation.
About Applied Materials
We are committed to diversity in our workforce and offer a range of benefits, including Equal Employment Opportunity for Minorities, Females, Protected Veterans, and Individuals with Disabilities.
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