Senior Data Scientist

🔥 0 minutes ago

🇺🇸 United States – Remote

⏰ Full Time

🟠 Senior

📊 Data Scientist

👻 Ghost score 16%

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Aptive Resources

WebsiteLinkedInAll Job Openings

501 - 1000 employees

Founded 2012

🎖️ Defense

📦 Logistics

📣 Marketing

Defense • Logistics • Marketing

Aptive Resources is a management consulting firm based in Alexandria, Virginia, specializing in providing innovative solutions to federal government agencies, particularly in veteran and civilian health sectors. With a strong focus on performance optimization, human capital, and data analytics, Aptive aims to improve the quality and accessibility of health care services for veterans and the general public. The company utilizes technology and human-centered services to bridge divides and enhance public service delivery for multiple agencies, including Veterans Affairs, Defense, and others.

📋 Description

• Design and execute the AI risk stratification pilot for assigning risk levels to VHA AI systems • Design evaluation methodologies covering model performance, bias and fairness, construct validity, and post-deployment monitoring • Build and validate preregistered cost-benefit formulations for measuring deployed AI value • Provide technical consultation to five field pilot partnerships on model selection, data readiness, cohort construction, and evaluation design • Conduct quantitative assessment of pilot outcomes for the program evaluation deliverable • Support AI oversight evaluations with analytic evidence and participate in VHA governance working sessions at least every other month • Contribute analytic content to AI risk management playbooks, assessment guides, and training materials • Assess supervised, unsupervised, and reinforcing learning approaches for VHA use cases • Develop and analyze healthcare data models and cohorts • Advise on data quality, cohort definition, and synthetic data approaches in a protected health information environment

🎯 Requirements

• Minimum 8 years of applied data science experience • Master’s degree in Statistics, Mathematics, Computer Science, Data Science, or a related field • Experience applying supervised, unsupervised, and reinforcing learning techniques • Experience working with cloud-based analytic environments • Experience with synthetic data models and cohorts • Experience developing and analyzing healthcare-specific data models and cohorts • Must be able to obtain and maintain a favorably adjudicated Tier 1 / NACI background investigation • Must complete VA Privacy and Information Security Awareness and Rules of Behavior training (TMS #10176) before system access and annually thereafter • Must be authorized to work in the United States • All work must be performed within a jurisdiction subject to United States or its territories’ law • Fluency in Python and/or R and modern ML tooling • Experience with VA data sources such as Corporate Data Warehouse, VistA, MedSAS, and Patient Treatment File preferred • Peer-reviewed publication record in health AI or clinical informatics valued • Familiarity with healthcare operations and clinical workflow preferred • Knowledge of military and Veteran populations • Ability to quickly understand complex issues • High attention to detail • Outstanding written and verbal communication skills

🏖️ Benefits

• Full-time employment • Remote work from the contractor’s site • No travel anticipated