GovCIO is looking to hire a Data Scientist to provide technical leadership in the data science domain, transforming raw sensor and operational data into analyst-ready insights and developing deployable AI/ML analytics for C5ISRT data.
Requirements
- Working knowledge of Python Programming for ML, Cloud Computing Fundamentals, Data Curation Best Practices, Deep Learning Frameworks (TensorFlow/PyTorch), GPU Acceleration, Secure Coding Practices, C5ISRT Domain Expertise, Ethical AI/Bias Analysis
- MLOps ecosystem tools, including NVIDIA Triton Inference servers, TensorFlow, PyTorch, ONNX, and Python.
- data engineering, feature development, MLOps packaging, experiment tracking, evaluation design, metric selection, and bias/error analysis with defensible reporting.
- MLOps at IL5/SIPR/JWICS, dataset curation at scale, evaluation pipelines for bi-weekly model submissions, MLOps ecosystem (e.g., Triton Inference Server, TensorFlow, PyTorch, ONNX, Python) for model execution, data security classifications, data lake management and data replication to/from edge systems, and algorithm rights/licensing limits in operations.
Responsibilities
- Develops deployable AI/ML analytics for C5ISRT data and provides technical leadership in the data science domain.
- Transforms raw sensor and operational data into analyst-ready insights.
- Develops and deploys algorithms, use cases, and models.
- Supports data analytics research, development, prototyping, maturation, testing, and integration, including generating large-scale labeled datasets and developing Labeled Data Campaign Plans.
- Applies MLOps ecosystem tools, including NVIDIA Triton Inference servers, TensorFlow, PyTorch, ONNX, and Python.
- Integrates models across domains with bi-weekly evaluations and dataset challenges.
- Operationalizes data curation, tagging, and ‘Labeling on the Line’ workflows and integrates into Government-owned labeling apps and repositories.
Other
- Clearance Required:TS/SCI
- Masters Degree
- DoDD 8140 IAT Level II: (CompTIA Security+, or GSEC or ISC2 SSCP)
- AWS/Azure Certified Data Engineer or ML Specialty, Certified Analytics Professional (CAP)
- Bachelor's with 15+ years (or commensurate experience)
