5 часов назад
Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI): Developing and deploying analytics, machine learning, NLP, and AI solutions for a defense health mission-critical program with an accent on generative AI, RAG, predictive modeling, and decision-support analytics. Focus on building LLM-based solution components, processing and modeling complex healthcare and operational data, integrating APIs and cloud services, and delivering reliable production systems.
Location: Remote or hybrid in Falls Church, Virginia, or San Antonio, Texas; periodic travel may be required. Must be a U.S. Citizen and able to obtain and maintain a SECRET security clearance.
Company
is a consulting and information technology solutions provider supporting public-sector health, civilian, and national security missions.
What you will do
- Develop and deploy analytics, machine learning, NLP, and AI solutions for healthcare, business, and operational challenges.
- Build generative AI and RAG components using large language models, embeddings, vector databases, retrieval strategies, prompt engineering, and cloud AI services.
- Perform data acquisition, ETL, exploratory analysis, data preparation, feature engineering, validation, predictive modeling, and time-series analysis.
- Develop, test, evaluate, deploy, and monitor AI/ML components for accuracy, reliability, scalability, security, and production performance.
- Create dashboards, visualizations, and analytic products, and develop APIs, data services, and AI-enabled application components.
- Partner with clinical, operational, technical, and client stakeholders to gather requirements, communicate findings, document solutions, and support delivery.
Requirements
- Bachelor’s degree in computer science, data science, statistics, mathematics, engineering, health informatics, public health, or a related field; a master’s degree is preferred.
- Two to four years of experience developing data science, analytics, machine learning, or AI solutions in applied project environments.
- Strong proficiency in Python and SQL for data preparation, analytics, model development, testing, and deployment.
- Experience developing and evaluating machine learning models, including feature engineering, train/validation/test design, performance assessment, and error analysis.
- Working knowledge of NLP, large language models, embeddings, RAG, prompt engineering, retrieval approaches, and output evaluation.
- U.S. Citizenship and eligibility to obtain and maintain a SECRET security clearance are required.
Nice to have
- Experience supporting military or veteran healthcare systems.
- Experience with Databricks, AWS, Amazon Bedrock, Amazon Redshift, or comparable cloud data and AI platforms.
- Experience with generative AI applications, RAG, recommendation systems, chatbots, automated testing, monitoring, or quality assurance for AI solutions.
Culture & Benefits
- Client-facing consulting and delivery work within multidisciplinary project teams.
- Collaboration through Git, code reviews, Agile ticketing, and established development practices.
- Employer-paid healthcare and a 401(k) match.
- Competitive compensation, bonus opportunities, and professional development funding.
- Periodic travel may be required.
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