Machine Learning Engineer — Inference Optimization
United Arab Emirates
A AED 240K-349K (estimate) Senior-level Full Time
Tasks
- Benchmark model performance on hardware
- Build and maintain inference serving infrastructure
- Implement KV Cache optimization
- Implement batching and streaming
- Implement quantization optimization
- Implement speculative decoding
- Improve maintainability of ML infrastructure
- Improve monitoring observability and cost efficiency
- Optimize machine learning inference systems
- Productionize new model architectures
- Profile inference bottlenecks
- Scale inference systems for production workloads
Perks/Benefits
- Direct product impact
- Engineering focused culture
- Equity participation
- Flexible remote work environment
- High ownership
Skills/Tech-stack
Attention Mechanisms | Batching | CUDA | Compute Graphs | Distributed Systems | GPU Performance | GPU performance tuning | Inference Optimization | KV cache | Low Latency | Low-Latency Systems | Machine Learning | Memory Optimization | Neural Networks | ONNX Runtime | Performance Tuning | PyTorch | Quantization | ROCm | Speculative decoding | TensorRT | Triton | VLLM
Education
N/A
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