Knak Digital

Data Analyst

Knak Digital  •  Arlington, VA (Onsite)  •  46 minutes ago
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Job Description

Hybrid 2-3 days a week, Rosslyn, VA

The Data Analyst will collect, organize, validate, and analyze data from databases, third-party APIs, and Amazon S3 to support performance reporting, dashboards, and client decision-making. The role will help improve recurring data workflows and make information easier for project teams to use. Working with engineers, product and UX colleagues, and government stakeholders, you will solve complex data problems. This includes helping prepare accurate input data, testing outputs against program needs, and turning complex client questions into clear, evidence-based analyses and recommendations. The ideal candidate combines strong reporting and analytical skills with practical Python and SQL. They are comfortable using AI-assisted development tools responsibly, communicate findings clearly, and bring a creative, pragmatic approach to client problems.

Key Responsibilities

  • Analyze program, digital, communications, outreach, and operational data to identify trends, performance insights, risks, and opportunities.
  • Translate client questions into practical data requirements and analytical approaches, proposing creative solutions to mission and operational problems.
  • Develop, test, and validate SQL queries and data extracts; reconcile results across sources and document query logic, assumptions, and limitations.
  • Use Python to support repeatable data intake, cleaning, API calls, and reporting workflows across databases, third-party sources, and Amazon S3.
  • Use Claude Code, Codex, or comparable AI-assisted tools to help develop and refine queries and data workflows; independently review and validate the results before use.
  • Collaborate with product, UX, and engineering teams that use generative and LLM-based systems, helping prepare data, test outputs, capture feedback, and identify improvements for client workflows. • Maintain data quality, reconciliation, documentation, and standard operating procedures that make recurring reporting reliable and understandable.
  • Produce clear, defensible government-facing reports, briefs, data summaries, and technical documentation that explain methods, findings, source limitations, and recommendations.
  • Support dashboard development, recurring reporting, and ad hoc analyses that help government stakeholders understand delivery, risks, opportunities, and outcomes.

Required Qualifications

  • Approximately 4 years of relevant experience in data analysis, reporting, business intelligence, performance measurement, or a related analytical field.
  • Python proficiency for data collection, cleaning, analysis, and repeatable reporting or data workflow tasks.
  • Working proficiency with SQL and relational data, including the ability to develop, validate, and explain multi-step queries.
  • Experience acquiring and processing data from APIs, common formats such as JSON and CSV, and Amazon S3 or comparable cloud storage.
  • Experience working in AWS or another cloud-based data environment and familiarity with sound data quality and documentation practices.
  • Experience or strong practical interest in working with generative and LLM-based systems in analytics, product, or client-support workflows.
  • Comfort using Claude Code, Codex, or comparable AI-assisted development tools while applying independent judgment and validation practices.
  • Ability to write concise, accurate reports and briefings for government or other external stakeholders.
  • Experience producing dashboards, visualizations, executive summaries, or recurring analytical products for stakeholders and decision-makers.
  • Strong analytical reasoning, attention to detail, and a collaborative, creative approach to solving client problems.
  • Ability to manage multiple data requests and deadlines while communicating progress, risks, and tradeoffs clearly.
  • Ability to obtain and maintain a U.S. Government security clearance, as required by the position.

Preferred Qualifications

  • Experience with AWS data services or comparable cloud tools that support reporting and data workflows.
  • Experience with Git, testing practices, or repeatable data pipeline and reporting processes.
  • Experience supporting federal government, public-sector, mission-driven, or security-sensitive programs.
  • Experience with generative and LLM-based systems, dashboards, or visualization tools such as Power BI, Tableau, or similar platforms.

Educational Requirements:

BA or BS in Data Analytics, Statistics, Business Intelligence, Computer Science, Economics, Applied Mathematics, Marketing Analytics, or a related field preferred.

Knak Digital

About Knak Digital

At Knak Digital, we're your professional recruitment and search partner for the Mid Atlantic region, delivering talent in technology, sales (GTM), and marketing. As a certified Woman-Owned Small Business (WOSB) through WBENC and a state-certified MBE/DBE/SBE through MDOT, we create exceptional candidate journeys and strengthen employer brands.

Contact us today https://knakdigital.com/client-intake/

Talent Solutions:

🔸Strategic Placement: Elevating your employer brand through executive search that attracts and secures permanent talent.

🔸Contract Solutions: Flexible contract staffing designed to enhance your candidate experience during high-volume or specialized project needs.

🔸Embedded Talent Partner: Seamlessly integrated recruiting solution, specially crafted for SMBs seeking authentic employer brand development.

Our Approach:

🔸Experience-Driven: Creating candidate journeys that strengthen your talent brand.

🔸Results-Focused: Delivering measurable impact through transparent, authentic partnerships.

🔸Brand-Building: Enhancing your employer value proposition to attract top talent.

🔥Ready to transform your talent acquisition strategy?

Partner with us for:

🔹Technology: UX, Software Engineers, Developers, QA, BI, Data Analytics, DevOps, Mobile, Product/Project, Tech Writing, Cybersecurity, AI/ML

🔹Sales (GTM): Product, Customer Success, BDR/SDR, Capture, Proposal Writing

🔹Marketing: Graphic, Web, and UI Design, Branding, PR, Social Media (SEO/Paid), Programmatic, SEM, Native, Email, Copywriters, Art/Creative Direction, Content, Client Services

🔹All Levels: From C-suite executives to emerging leaders

🔹Industries: Technology/SAAS, Government, Nonprofit, Healthcare, Hospitality, Edtech, Finance, Retail/CPG, Martech, Advertising, GovCon

Specialties: Employer Brand Development | Strategic Talent Acquisition | SMB-Focused Solutions | Candidate Experience Design | Social Recruiting

Industry
HR & Recruiting
Company Size
Unknown
Headquarters
Mount Airy, Maryland
Year Founded
2015
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