Senior Software Engineer, ML Compiler, Frameworks and Performance
Bengaluru, Karnataka, India
INR 2500K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze performance bottlenecks in ML inference frameworks
- Develop understanding of ML training and serving stack
- Drive continuous improvements to the ML software hardware stack
- Optimize ML workloads efficiency
- Perform performance debugging for ML workloads and custom kernels
- Support ML paradigms with stack level contributions
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerator hardware | C++ | Compiler Internals | Compiler optimization | Custom Kernels | GPU | Horizontal scaling | JAX | Keras | Machine Learning | Optimization Passes | Performance debugging | PyTorch | Python | SGLang | TPU | TensorFlow | VLLM | XLA
Education
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