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Black Sesame Technologiesposted 4 months ago
San Jose, CA
Telecommunications
About the position
The position is primarily responsible for developing software systems that work seamlessly with hardware and AI algorithms. The role involves designing both front-end and back-end software systems to drive common neural network framework models towards Best-in-Class AI System-on-Chips (SOCs).
Responsibilities
- Design the software systems, both front end and backend, to drive common NN framework models towards BST AI SOCs (computer chips)
- Define scalable neural network development tools/applications to enable effective mapping and optimization of network models
- Develop automated model conversion flow features that are user friendly and generic, suitable for most common models that the end users might create
- Develop tool flow features to support post-training quantization and quantization with or without retraining
- Develop and execute moderately complex software test plans, including software functionality, integrity, and security based on industry tools and practices, departmental guidance and policies
- Perform coding using C++ or other computer languages.
Requirements
- Experience in software development for AI algorithms and hardware integration
- Proficiency in C++ or other programming languages
- Knowledge of neural network frameworks and development tools
- Experience in developing software test plans and executing them
