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PPRLA Task Lead

CALIBRE Systems Inc
locationRockville, MD, USA
PublishedPublished: 4/30/2026
Full Time
PPRLA Task Lead
5372

CALIBRE is an employee-owned mission focused solutions and digital transformation company. We are seeking a highly motivated Privacy Preserving Record Linkage Automation (PPRLA) Task Lead to support a federal client. This role will lead delivery of key PPRLA technical components, driving secure development, rigorous testing and validation, and high-quality record linkage capabilities across assigned subtasks.

The Task Lead will oversee technical execution, manage resources and schedules, and ensure delivery of scalable, high-quality linkage solutions. This position requires strong experience in statistical modeling, data linkage methodologies, and AI/ML-driven approaches within secure or privacy-sensitive environments.

Location: Rockville, MD (Onsite – 5600 Fishers Lane, Rockville, MD 20857)


  • Strong experience with probabilistic, deterministic, and hybrid record linkage methodologies
  • Knowledge of privacy-preserving record linkage (PPRL) techniques and approaches
  • Experience with statistical analysis, confidence scoring, and data quality evaluation
  • Familiarity with AI/ML models and self-learning matching algorithms
  • Ability to evaluate system performance using statistical metrics
  • Strong technical documentation skills (code documentation, test results, implementation guidance)
  • Ability to communicate complex technical concepts clearly (written and verbal)
  • Experience with risk identification, issue tracking, and performance reporting

  • Bachelor’s degree in Data Science, Statistics, Behavioral Science, or related field
  • 5+ years of experience in data linkage, statistical modeling, AI/ML, and/or secure data processing
  • Experience leading technical tasks or subtasks on projects of similar size and complexity
  • Hands-on experience implementing or supporting machine learning-based systems

Preferred Experience

  • Experience with embedding techniques (e.g., transformer-based embeddings) and similarity metrics
  • Familiarity with explainable AI and algorithm transparency tools
  • Experience working in secure research environments or privacy-sensitive data enclaves
  • Experience contributing to white papers, dashboards, or technical reporting

Clearance Requirements
Must be able to obtain and maintain required suitability/clearance, as applicable.



Rockville, Maryland, United States

Full-Time/Regular



PI284201160