Compiler Engineer - Machine Learning Compiler
Tasks
- Build high performance binaries
- Collaborate on compiler hardware co design
- Define instruction set and execution model
- Develop compiler for AI accelerator
- Develop optimization passes
- Ensure predictable performance models
- Generate backend code
- Implement operator lowering
- Improve debugging support and error messages
- Optimize dataflow pipelines
- Orchestrate memory for execution
- Perform graph IR transformations
- Schedule resource constrained workloads
- Unify analog compute with digital subsystems
Perks/Benefits
Skills/Tech-stack
C++ | Code generation | Compiler Intermediate Representation | Dataflow architecture | Debugging | Graph optimization | Heterogeneous Compilation | IREE | Instruction set | Instruction set architecture | Intermediate representation | LLVM | MLIR | Machine Learning | Memory Orchestration | ONNX | Optimization Passes | Parallel Computing | Performance Modeling | Pipelined Scheduling | Python | Resource Management | SSA | TVM | XLA
Education
N/A
Regions
Countries
States
Cities
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