3 дня назад
Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI): Developing analytical and AI-enabled capabilities for a federal enterprise data modernization effort with an accent on statistical analysis, predictive modeling, governed enterprise data, and explainable decision support. Focus on building and validating models, creating analytical datasets with Databricks, BigQuery, Python, and SQL, and communicating uncertainty and results to technical and non-technical stakeholders.
Location: Fully remote within the United States. U.S. citizenship is required, along with eligibility to obtain and maintain federal suitability, a government-issued PIV credential, and required system access.
Company
A Maryland startup developing automated applications and products that help technical and non-technical users work with technology and make faster decisions.
What you will do
- Translate mission and business questions into analytical approaches with government stakeholders and subject matter experts.
- Perform exploratory and statistical analysis, predictive modeling, forecasting, scenario analysis, and feature engineering on governed enterprise data.
- Develop, validate, document, and maintain analytical models and AI-enabled capabilities, including assumptions, definitions, and data lineage.
- Build analytical datasets with Databricks, BigQuery, Python, and SQL, collaborating with data engineers on production pipelines.
- Own and improve existing analytical products, reports, stakeholder relationships, and new capabilities.
- Deliver visualizations, dashboards, models, and written analysis, and present findings to technical and non-technical audiences.
Requirements
- Bachelor’s degree with 12 years of relevant experience, or a master’s degree with 10 years, in a quantitative field such as data science, statistics, mathematics, economics, operations research, computer science, or engineering.
- Experience developing, validating, and documenting analytical models used for operational or business decisions.
- Strong applied statistics and machine learning fundamentals, with sound judgment in selecting methods.
- Proficiency in Python and SQL for analysis, modeling, and large-scale data work.
- Experience evaluating model performance and communicating uncertainty, limitations, and assumptions to non-technical stakeholders.
- Hands-on Databricks experience, including notebooks, SQL, PySpark, model development and tracking, AI features, or dashboards.
Nice to have
- Experience supporting GSA, especially the Public Buildings Service, and understanding its organization, business lines, and data.
- Experience with Google Cloud Platform and BigQuery, data governance, and production support.
- Experience serving as a senior analytical voice, setting methods, reviewing analysis, and mentoring analysts.
Culture & Benefits
- Health, dental, and vision insurance, plus short-term disability and life insurance.
- Matching 401(k) contributions and paid time off including 11 holidays and a birthday holiday.
- Professional development, fitness membership, and home office allocations.
- Performance bonuses, profit sharing, and employee referral bonuses.
- Values centered on putting employees first, curiosity, authenticity, resourcefulness, and honoring those served.
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