Data Scientist
2034 Springfield VA, United States
USD 116K-210K Senior-level Full Time
Tasks
- Advise leadership on data science strategy analytic methodology capability gaps and technology insertion
- Architect end to end analytic workflows data ingestion feature engineering model training testing deployment monitoring lifecycle management
- Design implement statistical models predictive analytics forecasting optimization decision support
- Develop operationalize machine learning and artificial intelligence solutions
- Develop validate machine learning models
- Evaluate model performance quantify uncertainty ensure analytic validity repeatability interpretability
- Extract transform integrate analyze structured semi structured and unstructured data
- Lead design development deployment optimization of data science solutions
- Prepare technical documentation briefings reports white papers stakeholder presentations
- Support data governance security compliance responsible AI practices
- Translate mission needs into technical solutions collaborate with domain experts analysts engineers and stakeholders
Perks/Benefits
- On site support at government facility
- Secure environment collaboration
- Technical documentation and stakeholder briefing opportunities
Skills/Tech-stack
Anomaly Detection | Artificial Intelligence | Bias Assessment | Big Data | Classification | Clustering | Computer Vision | Containerization | Data Governance | Data Mining | Data Visualization | Data Wrangling | Data integration | Databricks | Deep learning | DevSecOps | Distributed Computing | Experimental Design | Explainability | Feature Engineering | Forecasting | Graph analytics | Language Processing | MLOps | Machine Learning | Model Deployment | Model Evaluation | Model Monitoring | Natural Language | Natural Language Processing | Predictive Analytics | Probability | Python | R | Ranking | Recommendation | Regression | Reinforcement Learning | Responsible AI | SQL | Security Compliance | Series analysis | Spark | Statistical modeling | Time Series | Time Series Analysis | Workflow Orchestration
Education
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