AI Systems Architect Models and Hardware Co Design
Velaura AI develops ultra-low-power silicon and software technologies for AI compute infrastructure.
Funding history
About Velaura AI, Inc.
Velaura AI is an AI compute infrastructure company developing ultra-low-power silicon and software technologies. Its Titan Core™ platform uses proprietary digital chip IP, low-voltage libraries, EDA flows, and design methodologies to improve performance per watt in AI accelerators while maintaining performance, yield, and reliability. The company also applies this technology to Physical AI systems, including industrial robots, autonomous machines, drones, humanoids, and edge devices. Velaura engages hyperscalers, XPU companies, and developers of next-generation AI infrastructure and Physical AI solutions.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will evaluate modern AI model architectures, training and inference characteristics, and workload requirements. You will translate model requirements into efficient hardware implementations, develop performance models, optimize models and dataflows, and support efficient deployment on new compute platforms.
Requirements
- Machine learning architecture
- Transformer
- Machine learning mathematics
- Optimization
- Deep learning
- PyTorch
- JAX
- TensorFlow
- Computation graph
- Dataflow
- Model training
- Model inference
- Systems thinking
Responsibilities
- Analyze modern AI model architectures and their computational and system requirements
- Evaluate model suitability for application domains and workloads
- Translate model requirements into efficient silicon implementations
- Identify model, algorithm, and dataflow optimizations for hardware performance and scalability
- Assess training and inference pipelines for hardware-design implications
- Develop performance and efficiency models for architectural decisions
- Support efficient model deployment on new compute platforms
- Identify emerging model architectures that may benefit from specialized hardware
Benefits
- Equity compensation
- Medical coverage
- Dental coverage
- Vision coverage
- Paid time off
- Flexible work arrangements