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Senior AI Engineer
2 months ago
We are seeking a highly skilled Senior AI Engineer to join our Human-Centered AI Solutions team at MITRE. As a key member of our team, you will be responsible for developing interfaces and tools that leverage AI and Machine Learning (ML) technologies to solve complex problems and make a meaningful impact.
Key Responsibilities- Collaborate with MITRE and government sponsors to architect and implement AI solutions that address challenging problems in domains such as healthcare, intelligence, and defense.
- Advise and advocate for appropriate AI solutions given sponsor demands, timelines, and computing infrastructure.
- Understand and practice the full AI lifecycle, including initial research, dataset creation and evaluation, model training and evaluation, productionizing models, and building user-facing data visualization and web app prototypes.
- Enhance sponsor AI readiness across the dimensions specified by MITRE's AI Maturity Model: Ethical, Equitable, and Responsible Use, Strategy and Resources; Organization Culture and Structure; Technology Enablers; Data Management; and Performance and Application.
- Maintain awareness of current State-of-the-Art techniques and actively look for ways to apply them for MITRE and their sponsors.
- Lead small projects or have accountability for project tasks; planning and guiding the work of others in the technical development of AI research and solutions.
- Work independently and on teams to develop prototypes using modern AI and software engineering techniques with minimal instruction, guidance, and direction.
- Typically requires a minimum of 5 years of related experience with a Bachelor's degree; or 3 years and a Master's degree; or a PhD with relevant experience who can immediately contribute at this job step; or equivalent combination of related education and work experience.
- 4+ years of related experience with Python.
- Understanding of AI/ML algorithms and their appropriate applications.
- Experience with data processing libraries such as numpy, pandas, or similar.
- Experience with AI/ML libraries such as scikit-learn, HuggingFace, PyTorch, TensorFlow, and/or JAX.
- Strong fundamentals in software engineering, object-oriented programming, and software architecture and understanding of team software development best practices including git, documentation, code quality tools, issue and timeline tracking, and team collaboration.
- Ability to work independently to learn new technologies, techniques, processes, languages, platforms, and systems.
- Strong written and verbal communications skills.
- Ability to obtain and maintain DoD Secret clearance.
- This position requires a minimum of 50% hybrid on-site.
- Active DoD Top Secret/SCI clearance.
- Master's Degree in Computer Science, Data Science, or a related degree.
- Experience implementing AI solutions using domain-specific libraries (e.g., NLTK or LangChain for NLP, OpenCV for Images, etc.).
- AI Infrastructure Experience – hosting and serving AI models and familiarity with optimization technologies such as model runtimes and quantization.
- Data Engineering Experience – large data storage systems, databases, and data processing and ETL tools such as Nifi, PySpark, or similar.
- Results Presentation and Integration – ability to produce user-facing applications such as dashboards, APIs (e.g., FastAPI or Flask), and/or prototype web front-ends (e.g., Streamlit, Dash).
- Application Development Experience with web development languages (HTML, CSS, JS) and modern frameworks (e.g., Vue, React, GO).
- Deployment Experience with DevOps tools such as GitLab or Jenkins CI/CD, Docker, or Kubernetes.