Machine Learning Research Engineer
USA, VA, Springfield (7500 Geoint Dr), United States
USD 99K-225K Mid-level Full Time
Tasks
- Apply machine learning algorithms and technologies
- Benchmark model performance
- Build and train PyTorch systems
- Calibrate model uncertainty
- Conduct statistical analysis using machine learning
- Debug model training instability
- Deploy machine learning models
- Develop mission critical ML solutions
- Ensure reproducibility
- Improve dataloader performance
- Maintain machine learning systems
- Optimize memory usage
- Perform lab to scene alignment
- Support release readiness
- Support self supervised pretraining
- Test machine learning models
- Train machine learning models
- Train multitask models
Perks/Benefits
Skills/Tech-stack
Benchmarking | Code review | Computer Vision | Conformal Prediction | Contrastive Learning | Dataloader optimization | Distributed Training | GPU Performance | GPU Performance Optimization | Hyperspectral data | Masked autoencoder | Mixed Precision | Model calibration | Multi-task Learning | Multimodal Alignment | Out of Distribution | Out-of-distribution Detection | Performance optimization | PyTorch | Python | Remote Sensing | Reproducibility | Retrieval models | Self-Supervised Learning | Self-supervised | Software testing | Supervised Learning | Transformer | Uncertainty Estimation
Education
Regions
Countries
States
Cities
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