Data Scientist at All Native Group
Arlington, VA
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Jul 26, 2026
Arlington, VA
Jul 28, 2026
What this job asks for AI summary
A Data Scientist role supporting a federal agency's enterprise data management and analytics program, focused on building and refining machine learning and AI models, applying NLP to unstructured data, and performing entity extraction and enrichment across large datasets. The position sits within an Agile analytics team and requires an active Secret clearance. The work is contingent on contract award.
Senior level · 5+ years · Secret clearance · Full-time
Long application — this platform typically asks you to create an account and re-enter your work history.
“or” means any one of them counts — you don't need all of them.
We read this from the posting text with AI. Skim the description below before ruling yourself out.
How this req sits in the market our data
Most people in this occupation already list these. Still required — just not what gets you shortlisted.
What the occupation pays Median $122,874 (middle half $87,544–$162,374).
Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.
Why we read it this way (6)
The posting lists Python, R, and SQL as interchangeable options for the 5+ year analytical/statistical language requirement; Python is listed first and used as the primary skill name, with R and SQL as alternatives. SQL also appears as a separate, standalone 3+ year requirement for database work, so it is captured independently as well.
The work environment and physical demands sections describe an 'executive position' with Navy leadership engagement and classified communication systems — this appears to be boilerplate copied from a different role and does not reflect the actual Data Scientist duties described elsewhere in the posting.
The travel section contradicts the physical demands section (which mentions 'extensive travel'); the explicit 'No travel is expected' statement is treated as authoritative for this role.
A Bachelor's degree in data science or a related quantitative field is listed, but the posting explicitly states 'Experience can be considered in lieu of education,' so no minimum degree is flagged as a hard gate.
Experience supporting federal law enforcement or mission-focused data programs is explicitly called 'a plus' and has been omitted from the skills list as it names no concrete technology.
Requires a Secret clearance — the cleared population is a small fraction of this occupation, so the real candidate pool is materially smaller than the estimate below, which does not model clearance.
Read the full posting
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