Senior Researcher - Edge AI Optimization/Hardware-Aware ML
CAD 106K-164K (estimate) Mid-level Full Time
Tasks
- Build hardware aware benchmarking methodology
- Collaborate on compilers and runtimes
- Conduct hardware aware neural network optimization
- Create deployment recipes for heterogeneous compute
- Define technical roadmap for edge optimization
- Develop latency and energy aware training objectives
- Drive on device personalization and incremental updates
- Mentor junior researchers and improve experimental rigor
- Optimize inference pipelines
- Partner with product engineering and hardware teams
- Profile and optimize models with device traces
- Prototype efficient inference under device constraints
- Publish and present research findings
Perks/Benefits
- N/A
Skills/Tech-stack
ARM NEON | Architecture Search | Benchmarking | C# | C++ | Cache optimization | Compiler optimization | Deep learning | Deep learning frameworks | Energy measurement | Executorch | Graph rewriting | Heterogeneous computing | Inference Optimization | JAX | Kernel Autotuning | Knowledge Distillation | Latency measurement | Learning frameworks | MLIR | Machine Learning | Memory Management | Memory bandwidth | Memory planning | Memory profiling | Mixed Precision | Model Compression | Model Pruning | Network Quantization | Neural Architecture | Neural Architecture Search | Neural Network | Neural network quantization | ONNX | ONNX Runtime | Operator Lowering | Operator fusion | Pareto Optimization | Performance Profiling | Power Thermal Modeling | Profiling | PyTorch | Python | Quantization aware training | Regression testing | Runtime execution | SIMD | Scheduling | TFLite | TVM | Tensor Memory Management | TensorFlow | TensorRT | Thermal modeling | XLA
Education
Roles
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