Senior Data Scientist
Location
United States
Posted
100 days ago
Salary
Not specified
Postgraduate Degree9 yrs expEnglishCloudCyber SecurityPythonPy TorchScikit LearnTensorflow
Job Description
• Lead the end-to-end lifecycle of machine learning and statistical models, from problem framing and data acquisition through deployment, monitoring, and retirement.
• Design and implement models using causal inference and Bayesian methods to support high-impact operational and strategic decisions.
• Develop and maintain model risk management practices, including validation, back-testing, performance thresholds, and issue remediation.
• Create and maintain model cards and other documentation that clearly describe model purpose, assumptions, limitations, performance, and governance controls.
• Embed ethical AI principles into model design and usage, including fairness, transparency, explainability, and human-in-the-loop oversight.
• Architect and scale analytical solutions on DoD data fabrics and cloud environments, collaborating with cloud architects and engineering teams.
• Define and track model and analytics performance against AQLs and QASP metrics; proactively recommend improvements to meet or exceed targets.
• Partner with security, infrastructure, and operations teams to ensure models comply with cybersecurity, data protection, and configuration management policies.
• Provide technical leadership and mentorship to junior data scientists and analysts, reviewing work products and promoting best practices.
• Prepare and deliver briefings, dashboards, and written reports that distill complex analytics into clear, actionable insights for senior leaders.
• Support proposal and capture efforts by contributing data science subject matter expertise and solution concepts as needed.
Job Requirements
- Active Secret clearance; must be able to obtain and maintain a Top Secret clearance if required by the customer.
- 9–12 years of progressive experience in data science, machine learning, statistics, or a closely related field, including support to DoD or other U.S. government customers.
- Master’s degree (MS) in Data Science, Computer Science, Statistics, Electrical Engineering, or a closely related discipline (required).
- PhD in one of these fields (preferred).
- Demonstrated hands-on expertise with causal inference and Bayesian methods applied to real-world decision problems.
- Proven experience implementing and maintaining model risk management frameworks in production environments.
- Experience generating model cards and other structured documentation for models, including performance metrics and limitations.
- Strong background in ethical AI concepts and techniques, including bias detection/mitigation and responsible AI governance.
- Hands-on experience deploying and scaling models on cloud platforms and/or DoD data fabrics (e.g., enterprise data platforms, secure enclaves).
- Proficiency in at least one major programming language used for data science (e.g., Python, R) and modern ML tooling (e.g., scikit-learn, PyTorch, TensorFlow, or equivalent).
- Strong communication skills, with the ability to convey technical concepts to both technical and non-technical stakeholders.
Benefits
- Health insurance
- Flexible work arrangements
- Professional development
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