SciTec is seeking a Data Scientist to support NGA by delivering automation to key national security missions interacting with petabyte-scale data on supercomputing resources.
Requirements
- Expertise in Python, R, SQL, statistics, data mining
- Deep understanding of ML and deep learning techniques
- Deep understanding of SciML
- Significant experience with MLOps
- Significant Experience with Petabyte scale data sets
- Significant Experience with large-scale, multi-INT analytics
- BS or MS in Computer Science, Statistics, Mathematics, Physics or a quantitative field
Responsibilities
- Retrieve and process massive structured and unstructured datasets
- Build ML models and automated systems like recommendation and scoring tools
- Perform statistical analysis and data mining to create predictive systems
- Visualize insights using Microsoft Office, Tableau, Python, R
- Develop ML prototype solutions with TensorFlow, PyTorch etc.
- Evaluate model performance by applying data science and math
- Design, develop, and test ML applications using Python, Linux, Docker
Other
- Brief methodology and results to technical and non-technical audiences
- Collaborate with teams to share best practices and domain knowledge
- Collaborate across teams to articulate key findings
- Work independently with minimal oversight
- Guide more junior team members
- Top Secret Clearance with SCI eligibility
- Minimum 5 years experience
