At Excelity, we're passionate about delivering innovative technology solutions that help businesses thrive. Excelity is seeking a AI/ML Research Scientist for a project responsible for building the next generation Collection Management Systems for an exciting Government customer with a very critical mission.
Requirements
- Conduct applied research in AI/ML methods relevant to intelligence collection management and search optimization
- Develop experimental prototypes for prioritization modeling, ranking algorithms, and decision-support systems
- Research and implement NLP techniques for structured and unstructured intelligence data (PDFs, reports, OCR-extracted text)
- Explore transformer-based architectures, embedding models, and retrieval-augmented generation (RAG) approaches
- Design model evaluation frameworks for operational intelligence use cases
- Conduct experimentation in model explainability, bias mitigation, and trustworthiness
- Develop advanced feature engineering and representation learning strategies
- Support development of knowledge graphs, graph-based reasoning, or semantic modeling approaches
- Collaborate with Data Engineering and Software teams to transition prototypes into production-ready systems
- Publish internal technical whitepapers and research briefs to inform leadership decisions
- Support AI governance, data readiness, and feature registry development initiatives
Benefits
- Competitive salary
- Flexible work schedule
- 100% Health, Dental, Vision, and Life Insurance plans with Flexible Spending Account (FSA)
- Long and Short-term disability coverage
- Generous paid vacation and holiday time
- Safe Harbor 401(k) Retirement Plan with 6% Employer matching contributions
- Reimbursement for professional and training development
- Company-paid memberships to professional organizations