Principal Machine Learning Engineer
Amsterdam, Netherlands; Chicago, United States; Hong Kong, Hong Kong; London, United Kingdom; New York, United States; Sydney, Australia
USD 200K-250K Senior-level Full Time
Tasks
- Adapt graph neural networks
- Adapt state space models
- Adapt temporal convolutions
- Adapt transformers architectures
- Apply cross sectional modeling
- Apply representation learning
- Apply self supervised pretraining
- Build deployment pipelines
- Define compute orchestration
- Define data access choices
- Define standards across teams
- Deploy models for live trading
- Design build ML evaluation infrastructure
- Design build ML production deployment systems
- Design build ML training infrastructure
- Implement continual learning strategies
- Implement experiment tracking
- Implement model versioning
- Implement production monitoring
- Implement reproducibility practices
- Integrate academic research into engineering tooling
- Mentor engineers
- Monitor deep learning research for improvements
- Partner with researchers to accelerate iteration cycles
Perks/Benefits
Skills/Tech-stack
Attention Mechanisms | C++ | CUDA | CUDNN | Data Pipelines | Deep learning | Distributed Training | Experiment tracking | Horovod | JAX | Loss Functions | Model Deployment | Model versioning | Monitoring | NCCL | Observability | Optimization | PyTorch | Python | Regularization | Reproducibility | Sequence Models | Serving systems | TensorFlow | TensorRT | Training Infrastructure | Transformers
Education
N/A
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