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Senior Machine Learning Engineer
·Israel
Not specifiedFull-timeAI & Machine LearningFinTech
Senior Machine Learning Engineer specializing in deep learning for live financial trading systems. Train models on massive compute clusters and optimize for production serving under strict constraints. Require 5+ years experience with PyTorch/TensorFlow, distributed training, and performance optimization.
Responsibilities
- Train deep learning models on massive compute clusters
- Adapt models for production serving under strict constraints
- Collaborate with researchers and engineers to advance DL systems
Requirements
- B.Sc. with honors in CS/EE/Math/Physics or a related field
- 5+ years of hands-on experience building and deploying large-scale deep learning systems in production
- Advanced proficiency in PyTorch/TensorFlow
Nice to have
- M.Sc. or Ph.D. in a relevant quantitative field
- Proficiency in C/C++/Rust
- Deep working knowledge of PyTorch internals
- Performance profiling and optimization of deep learning workloads
- Implementing custom CUDA/Triton kernels
- Orchestrating and optimizing large-scale distributed training (hundreds to thousands of GPUs)
- Optimizing model serving and inference pipelines (quantization, distillation, compilation, memory optimization, etc.)
- Training and scaling state-of-the-art vision, language, or diffusion models