11d 12h ago
Research Kernel Engineer
Bitdeer·ML / AI Engineer · Technology
📡Remote In-Country
|Singaporeperformance_marketingcudapython
Research Kernel Engineer
Bitdeer | ML / AI Engineer | Technology
Remote In-Country
Full Time
Singapore
Position:
Research Kernel Engineer
Company:
Bitdeer
Location:
Singapore, SG / Austin, US
Employment type:
Full-Time
Short Summary:
Bitdeer is a world-leading technology company for Bitcoin mining and AI cloud, committed to providing comprehensive Bitcoin mining solutions and exploring the frontiers of artificial intelligence.
Responsibilities:
- Write and optimize CUDA / Triton kernels for methods developed by the team.
- Conduct performance attribution across the serving path, including roofline analysis.
- Make published methods production-viable by optimizing reference implementations.
- Build the measurement basis relied upon by the team.
Requirement:
- Bachelor's, Master's, or PhD in Computer Science, Electrical Engineering, or a related field.
- Hands-on experience in GPU programming, high-performance computing, or ML systems.
- Proficiency in CUDA and/or Triton, with examples of kernels written or optimized.
- Strong Python and C++ skills.
- Knowledge of GPU architecture and memory hierarchy.
- Experience optimizing inference-critical paths.
- Ability to implement methods without reference implementations.
- Experience with inference engines such as vLLM, SGLang, or TensorRT-LLM is preferred.
- Compiler or IR-level experience (MLIR, TVM, TorchInductor) is preferred.
- Publications at top-tier systems venues or substantial open-source contributions are welcome.
- Deep enthusiasm for AI infrastructure and performance optimization.
Benefits:
- A culture that values authenticity and diversity.
- An inclusive environment with open workspaces.
- Opportunities to network with industry pioneers.
- Direct contribution to the digital asset industry's future.
- Personal accountability, autonomy, and fast growth.
- Attractive welfare benefits and developmental opportunities.
Research Kernel Engineer
Company:
Bitdeer
Location:
Singapore, SG / Austin, US
Employment type:
Full-Time
Short Summary:
Bitdeer is a world-leading technology company for Bitcoin mining and AI cloud, committed to providing comprehensive Bitcoin mining solutions and exploring the frontiers of artificial intelligence.
Responsibilities:
- Write and optimize CUDA / Triton kernels for methods developed by the team.
- Conduct performance attribution across the serving path, including roofline analysis.
- Make published methods production-viable by optimizing reference implementations.
- Build the measurement basis relied upon by the team.
Requirement:
- Bachelor's, Master's, or PhD in Computer Science, Electrical Engineering, or a related field.
- Hands-on experience in GPU programming, high-performance computing, or ML systems.
- Proficiency in CUDA and/or Triton, with examples of kernels written or optimized.
- Strong Python and C++ skills.
- Knowledge of GPU architecture and memory hierarchy.
- Experience optimizing inference-critical paths.
- Ability to implement methods without reference implementations.
- Experience with inference engines such as vLLM, SGLang, or TensorRT-LLM is preferred.
- Compiler or IR-level experience (MLIR, TVM, TorchInductor) is preferred.
- Publications at top-tier systems venues or substantial open-source contributions are welcome.
- Deep enthusiasm for AI infrastructure and performance optimization.
Benefits:
- A culture that values authenticity and diversity.
- An inclusive environment with open workspaces.
- Opportunities to network with industry pioneers.
- Direct contribution to the digital asset industry's future.
- Personal accountability, autonomy, and fast growth.
- Attractive welfare benefits and developmental opportunities.
Required Skills
performance_marketingcudapython
Required Languages
🇬🇧 English
Key competency: ML / AI Engineer