Software Engineer- Modelzoo
Core
Design, implement, and optimize machine learning models for Kinara's AI inference solutions and hardware/software products.
Role type
Software Engineer (ML Model Optimization & Deployment)
Builds
AI inference solutions, Modelzoo framework (model conversion, quantization, deployment tools)
Domain
AI hardware, embedded systems, machine learning
Deliverable
production ML models
Required skills
Python, TensorFlow/PyTorch/JAX, model optimization (quantization, pruning, distillation), model architectures (CNNs, Transformers), performance profiling, embedded systems knowledge, version control (Git)
Preferred skills
AI accelerator architecture familiarity
Responsibilities
Design and optimize ML models for AI processors, develop Modelzoo framework tools, collaborate on hardware/software integration, profile model performance, research new ML algorithms, maintain documentation, conduct code reviews
Seniority
Mid-level, hands-on IC
