2 дня назад
Applied Data Scientist (AI Data Platforms)
103 307 - 178 090$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Data Scientist (AI Data Platforms): Building and operating an AI-assisted enterprise data platform combining knowledge graphs, semantic search, machine learning, and AI agents with an accent on data quality, metadata, and model evaluation. Focus on evaluating language-model workflows, analyzing human-review feedback, validating integrated data, and delivering explainable results for mission stakeholders.
Location: McLean, VA, United States. Preference is given to candidates local to the Washington, DC metro area. U.S. citizenship is required, and the role requires the ability to obtain and maintain a Public Trust Clearance.
Salary: $103,307–$178,090 per year
Company
is a technology integrator and solution provider supporting federal agencies with complex technology and data challenges.
What you will do
- Build, configure, and operate an AI-assisted platform for understanding, governing, and moving complex enterprise data.
- Translate mission and customer data questions into objectives, success measures, and evaluation criteria.
- Profile, clean, characterize, validate, and reconcile complex multi-source data.
- Maintain metadata, data dictionaries, reference vocabularies, knowledge graphs, and semantic data models.
- Configure and evaluate AI-assisted matching, classification, ranking, validation, language-model, and agent workflows.
- Partner with data, software, and cloud engineers to deliver reproducible, measurable improvements into production.
Requirements
- Bachelor's degree in computer science, data science, mathematics, statistics, engineering, or a related field; an advanced degree is preferred.
- 5+ years of experience applying statistics, machine learning, data analysis, or related quantitative methods to real-world problems.
- Strong Python and SQL skills with pandas, NumPy, scikit-learn, or comparable data science libraries.
- Experience with knowledge graphs, graph data modeling, ontologies, taxonomies, language models, or AI-assisted workflows.
- Must be a U.S. Citizen and able to obtain and maintain a Public Trust Clearance.
- Ability to create clear visualizations, narratives, and briefings for technical and non-technical stakeholders.
Nice to have
- Experience with Neo4j, Cypher, vector search, embeddings, RAG, LangGraph, or other AI agent frameworks.
- Experience with entity resolution, record linkage, enterprise data migration, ETL, ERP or HR systems.
- Knowledge of time-series analysis, anomaly detection, model monitoring, drift analysis, and cloud data or ML services.
- Experience with human-in-the-loop AI, experiment tracking, segmented networks, or formal authorization environments.
- Active Public Trust Clearance and relevant data science, machine learning, cloud, or analytics certification.
Culture & Benefits
- Comprehensive medical, dental, and vision plans.
- Flexible Spending Account and a 4% 401(k) match with immediate vesting.
- Paid time off, tuition reimbursement, certification programs, and professional development.
- Flexible work schedule.
- On-site gym and childcare option.
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