
Senior AI Engineer
1 week ago
We are a cutting-edge team dedicated to transforming lives with innovative technology. Our mission is to build great products that accelerate next-generation computing experiences.
The Role:
We are recruiting a highly qualified senior engineer to join our rapidly developing AI field, working on critical impact for AI/ML products. The successful candidate will provide scalable and performant solutions for efficient mapping and implementation of ML workloads on existing and next-generation products.
Responsibilities:
- Analytical modeling of compute and data movement for performance-optimized mapping of ML use cases onto parallel processing architectures such as NPU and GPU
- Applying strong software engineering skills to implement/improve performance optimization techniques for integration into performance projection tool flows
- Using performance projection tools to provide results for target ML workloads and hardware architectures
- Technical interaction with internal engineering teams and customers
- Staying informed of trends in areas of ML models/algorithms, software stacks, and hardware architectures
Required Skills and Qualifications:
- Strong Python and C/C++ programming experience
- Strong understanding of AI/ML algorithms, tools/framework, and model representations such as ONNX, PyTorch
- Strong experience in analytical modeling of ML operators on target architectures in terms of compute and data movement
- Background in using optimization libraries and solvers (e.g., PuLP, CBC, Gurobi)
- Effective communication and problem-solving skills
Benefits:
A bachelor's or master's or Ph.D. degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent is required. A passion for innovation and a collaborative mindset make you a great fit for this role.
What We Offer:
Opportunities to work with top-notch engineers, learn from the best, and contribute to impactful projects. Professional growth and development opportunities.
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