Senior Remote AI Modeling & Federated Health Data Platforms

Strategic Analysis, Inc.; Arlington (VA); Remote; USD 120,000 - 190,000; Full time

Job summary

Strategic Analysis, Inc. (SA) seeks an AI Modeling and Federated Data Platforms expert to guide federated and privacy-preserving AI efforts for health data within the SETA program.

The role focuses on technical guidance, oversight, and ensuring sound methodologies across longitudinal trajectories and causal inference. Requirements include a PhD (or substantial equivalent) and at least five years post-doctoral experience, with expertise in federated learning, privacy technologies, and multi-site

Qualifications

• PhD in a relevant field; substantial research/industry experience may substitute.
• Minimum five years post-doc experience.
• Experience with federated or distributed learning and privacy-preserving computation.

Responsibilities

• Provide SME guidance on federated and privacy-preserving AI for health data across models and trajectories.
• Assess technical soundness of proposed federated architectures and privacy methods.
• Assist in budgeting, milestones, and goals for TA2 projects and cross-program integration.
• Review and oversee TA2 projects including data integration across TA4 and TA1 streams.

Skills

Federated learning

Privacy-preserving ML

Longitudinal modeling

Causal inference

Budgeting & program management

Education

PhD in CS/ML/biostatistics/biomedical informatics

Tools

OHDSI

PCORnet

N3C

OMOP CDM

HL7 FHIR

GA4GH

Job description

Strategic Analysis, Inc. (SA) seeks an AI Modeling and Federated Data Platforms expert to guide federated and privacy-preserving AI efforts for health data within the SETA program.

The role focuses on technical guidance, oversight, and ensuring sound methodologies across longitudinal trajectories and causal inference. Requirements include a PhD (or substantial equivalent) and at least five years post-doctoral experience, with expertise in federated learning, privacy technologies, and multi-site