Senior Data Scientist
USA FL MacDill AFB - 7115 S Boundary Blvd (FLC096), United States
USD 153K-207K Senior-level Full Time
Tasks
- Build NLP models for entity extraction and summarization
- Conduct experiment design feature engineering hyperparameter tuning and evaluation
- Design, train, and validate machine learning models
- Develop RAG pipelines for LLM augmented analytics
- Develop anomaly detection models
- Develop predictive analytics and classification models
- Ensure model development complies with DoD security and encryption standards
- Fine-tune and adapt open-source LLMs
- Integrate models into CI/CD pipelines
- Manage experiment versions and reproducibility with MLflow
- Operate within classified environments SIPR and NIPR
- Optimize and convert models for edge deployment
- Package models for deployment in containerized environments
- Track and reproduce experiments with DVC
- Translate mission requirements into ML solutions
- Use Git for model lineage documentation
Perks/Benefits
Skills/Tech-stack
AUC-ROC | Apache Spark | CI/CD | Cross-validation | DVC | Dask | Data Compliance | Data Lakehouse | Deep learning | Docker | Embeddings | Encryption | Feature Engineering | Fine Tuning | Git | Hugging Face | Hugging Face Transformers | Hyperparameter Tuning | Kubernetes | LLM Fine-tuning | LightGBM | LoRA | MLflow | Machine Learning | Model Evaluation | Model Optimization | NLP | ONNX | ONNX Model Optimization | OpenVINO | PEFT | Precision Recall F1 | Precision-recall | Prompt engineering | PyTorch | Python | QLoRA | RAG | RMSE | Scikit-learn | Statistical modeling | TensorFlow | TensorRT | Vector Database | Weights and Biases | XGBoost
Education
Roles
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