About this role
As an analytics professional, you’re excited to unlock secrets held by data sets and fascinated by IoT, machine learning, and artificial intelligence possibilities. Your deep AI and analytics expertise, coupled with an advisory mindset, helps clients make sense of data for actionable results. Perform complex data exploration and analytics projects using mathematics and programming.
As an advanced data scientist on the Security team, apply innovative AI methodologies to real-world problems. Move between theory and practice to derive variational inference procedures mathematically for novel models. Implement inference in frameworks like PyTorch, TensorFlow, or NumPy.
Work in a collaborative environment to solve the nation's hardest problems and shape the future of analytics. Use AI to improve government processes or provide better public services. Guide a team serving critical missions from end to end.
Grow expertise with access to the latest tools and opportunities to publish or present at conferences. Advance your career while keeping sharp in data science. Join to make real-world impact—the world can’t wait.
Requirements
- Experience with coding in Python
- Experience with ML operations pipelines
- Knowledge of mathematics and statistics, including theory of probability, statistical inference, algorithms, and linear algebra
- Ability to derive variational inference procedure mathematically for a novel model and implement in PyTorch, TensorFlow, or NumPy
- Ability to move between theory and practice
- Ability to rapidly learn new technical domains and apply to machine learning problems
- Active TS/SCI clearance with willingness to take a polygraph exam
- Bachelor's degree
Responsibilities
- Perform complex data exploration and analytics projects
- Apply innovative AI methodologies to real-world security problems
- Derive variational inference procedures mathematically for novel models
- Implement inference procedures in PyTorch, TensorFlow, or NumPy
- Move between theory and practice in machine learning
- Rapidly learn new technical domains and apply to ML problems
- Guide teams to improve government processes using AI
- Solve nation's hardest problems in a collaborative environment
Benefits
- Health, life, disability, financial, and retirement benefits
- Paid leave and professional development
- Tuition assistance
- Work-life programs and dependent care
- Recognition awards for exceptional performance
- Access to the latest tools
- Opportunities to publish or present at conferences
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