AI Researcher
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Precision Solutions
MD
Summary
Conduct applied AI/ML research and design experiments to assess the performance, reliability, and limitations of models and agentic systems. Translate research findings into technical reports and concrete implementation guidance for developers and stakeholders.
Job Description
Overview
AI Researcher
Onsite | Ft. Meade, MD
Active TS/SCI w/FS Poly (NSA) Clearance Required
Summary
Since 2012, our client has helped mission-critical government organizations and businesses face their most daunting technology challenges. Their team have been trusted partners to many government agencies and are extremely familiar with a wide variety of systems, policies, and procedures. Our client is also a distinguished custom software development firm dedicated to delivering premium solutions tailored for businesses and governmental needs. They are home to top-tier technology professionals recognized as industry pioneers, comprehensive full-stack engineers, and reliable consultants. These experts are adept at clear communication, excel in resolving complex challenges where others may falter, and are skilled in actualizing an organization's vision.
The AI Researchers provide the technical and analytical foundation for the work. They conduct applied research, define and refine research questions, and perform literature reviews to survey and assess existing methods and emerging approaches. They own experimental design end to end, running experiments, evaluating candidate approaches, and producing publication-quality analysis of the results. They document findings in a form usable by both technical and non-technical stakeholders, contributing to technical reports, evaluation plans, and model and agent assessments. A core part of their role is translating research outcomes into concrete implementation guidance, turning findings and recommendations into direction that the Developers and the broader team can act on. Working closely with the Data Scientists, they shape benchmark design, scoring rationale, and the interpretation of evaluation results so that measured outcomes connect back to the original research objectives.
Upcoming Tasking:
- Develop evaluation methodologies and experimental designs for assessing model and agent performance, including capability, reliability, and limitation analyses.
- Conduct reviews of current state-of-the-art AI/ML evaluation methods and emerging techniques to inform approach selection.
- Define and document evaluation criteria, success metrics, and assessment rationale in partnership with the Data Scientists.
- Assess candidate models and agentic systems and produce written technical findings and recommendations.
- Author technical reports, evaluation plans, and decision-support documentation for stakeholders.Technologies / Skills Needed
- Python
- Jupyter notebooks
- Scientific computing libraries
- Machine learning / AI evaluation methods
- Experiment design
- Literature review tools
- Statistical analysis
- Technical writing
- Version control, such as Git
- Collaboration tools such as Jira or Confluence
- Operate effectively in an airgapped/constrained environment
Requirements
- Experience with Applied AI/ML Research, Experimental Design, State-of-the-Art (SOTA) Literature Reviews, Statistical Analysis
- Familiar with conducting Model & Agentic System Capability Assessments, Evaluation Plan Development, Risk & Limitation Analysis
- Experience with Python, Jupyter Notebooks, Scientific Computing Libraries (e.g., NumPy, Pandas, SciPy), Git Version Control
- Comfortable with Technical Writing, Decision-Support Documentation, Executive Reporting, Jira, Confluence
Education/Certification Requirements
- BS in Computer Science or similar technical field (4 years of relevant experience may be substituted in lieu of a BS degree)
Clearance Requirements
- Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information; an active TS/SCI w/FS Poly clearance is required. Please note that the FS Poly currently needs to be held by the NSA or within the past two years.
Other DutiesPlease note this job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time with or without notice. --------------
About UsNorthern Virginia-based Precision Solutions is an expert in staffing solutions for companies of any size that open the door to new opportunities and seek outstanding talent. We pride ourselves on being versatile enough to tailor our relationships to the needs of each individual client, being agile in the fast-paced marketplace, and being precise in meeting the needs of any company.
Equal Opportunity Employer StatementPrecision Solutions is an equal opportunity employer. We prohibit discrimination and harassment of any kind based on race, color, sex, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other protected characteristic as outlined by federal, state, or local laws.
Precision Solutions, established over a decade ago with 30 years of government IT experience, has become a key partner in providing top-tier IT services and staffing solutions. As a small yet impactful business, we're known for our reliability and extensive experience in the field. We offer advanced solutions that enhance our clients' technical infrastructures and provide staffing that meets their staffing objectives.
Serving a broad range of clients, from leading Fortune 100 defense contractors to specialized smaller companies, we have established ourselves as a leader in both staffing solutions and as a service partner.
If you would like to learn more, please reach out today!
Founded
2012
Company size
11-50 employees
Industry
IT Services and IT Consulting
Org type
Privately Held
Headquarters
Leesburg, Virginia
Precision Solutions, established over a decade ago with 30 years of government IT experience, has become a key partner in providing top-tier IT services and staffing solutions. As a small yet impactful business, we're known for our reliability and extensive experience in the field. We offer advanced solutions that enhance our clients' technical infrastructures and provide staffing that meets their staffing objectives.
Serving a broad range of clients, from leading Fortune 100 defense contractors to specialized smaller companies, we have established ourselves as a leader in both staffing solutions and as a service partner.
If you would like to learn more, please reach out today!
Founded
2012
Company size
11-50 employees
Industry
IT Services and IT Consulting
Org type
Privately Held
Headquarters
Leesburg, Virginia