Staff Biomedical Data Manager

PathAI

Boston (MA)

On-site

USD 140,000 - 190,000

Full time

41 hours ago
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Job summary

PathAI in Boston, MA seeks a Staff Biomedical Data Manager to define governance and scaling for clinical datasets and to own the data platform’s vision for high-velocity, multi-modal histopathology data. You will be the technical authority for digital pathology data and collaborate with leadership across ML, data science, and program management.

You will establish standards for data management, build scalable data models, and drive end-to-end data governance and quality strategies for large

Qualifications

  • Requires a Bachelor’s degree in Biomedical Informatics, Biomedical Engineering, Public Health, Epidemiology, Biostatistics, or a related field plus three (3) years of experience in biomedical data management.
  • Two (2) years in data wrangling with Python or R; ETL/ELT pipelines using Spark, Airflow, Databricks; data management within regulatory frameworks.
  • One (1) year in Digital Pathology workflows, CI/CD for data (GitHub Actions), and Docker; oncology/clinical trial data experience.

Responsibilities

  • Define governance and scale for clinical and translational datasets.
  • Own the data platform vision and architect end-to-end data management.
  • Lead standards for data models, workflows, and toolchains across products and partners.
  • Serve as SME for digital pathology data and complex integrations.

Skills

Python
R
Data harmonization
Data architecture

Education

Bachelor's degree in Biomedical Informatics, Biomedical Engineering, Public Health, Epidemiology, Biostatistics, or related field
Master's degree in related field

Tools

Spark
Airflow
Databricks
GitHub Actions
Docker

Job description

Duties

Partner with leadership in machine learning, biomedical data science, and program management to define how clinical and translational research datasets are governed, structured, and scaled. Own the vision for maximizing company platform's capabilities and architect improvements to the system for hosting high-velocity, multi-modal histopathology data. Serve as primary technical authority for digital pathology data domain, interfacing with partners on complex integrations and setting the standard for data excellence across the organization. Architect and own the end-to-end data management, governance, and quality strategy for large scale, multi-modal clinical programs (including whole slide imaging). Drive the technical roadmap for data platform evolution, partnering with senior leadership (Algorithm Product, Translational Research) to define long-term opportunities and scalable process architecture. Establish technical standards and best practices for data management processes, ensuring consistency and scalability across products and partnerships. Serve as lead Subject Matter Expert for the digitalization of clinical data, translating complex partner needs into scalable technical requirements for platform teams. Lead the design and implementation of scalable, reusable data models and workflows for novel projects, engineering solutions that minimize bespoke work. Serve as lead technical expert on the internal ML platforms, designing robust solutions for complex deployment, validation, and data integration challenges. Oversee and automate the successful execution, validation, and lifecycle management of all major algorithm deployments, ensuring data integrity from ingestion to analysis. Innovate and engineer new solutions and tooling to abstract data workflows, improve data quality, and reduce time to delivery. Define and implement the long-term strategy for team tooling and efficiency, identifying, vetting, and championing the adoption of new technologies. Provide technical leadership and definitive guidance on the team's most complex data-related barriers, fostering a culture of innovation and proactive problem solving. Create and govern the core standards for technical documentation, SOPs, and cross-functional training. Position is fixed location based in Boston, MA office; however, telecommuting from a home office may also be allowed.

Requirements

Requires a Bachelor’s degree in Biomedical Informatics, Biomedical Engineering, Public Health, Epidemiology, Biostatistics, or a related field plus three (3) years of experience as Staff Biomedical Data Manager or progressive experience in biomedical data management, with a focus on data architecture, curation, and communication. Experience may be gained concurrently and must include:

Two (2) years in each of the following:

  • Using Python or R for large-scale data wrangling, statistical modeling, and automated reporting
  • Architecting and maintaining production-grade ETL/ELT pipelines using industry standard tools (Spark, Airflow, Databricks, or similar)
  • Managing data sets within strict regulatory frameworks
  • Data Harmonization and Standardization, specifically mapping disparate data sources to common data models.

One (1) year in each of the following:

  • Managing end-to-end Digital Pathology workflows, including ingestion, storage, and metadata extraction for Whole Slide Images (WSI)
  • Utilizing CI/CD for data (GitHub Actions), data monitoring and observability tools, and environment management (Docker)
  • Working with medical terminology (oncology and pathology) or clinical trial structure
  • Working with oncology-specific data archetypes, including TNM staging, histology codes, and biomarker status
  • Working with sensitive data sets.

Alternatively, will accept a Master’s degree and two (2) years of experience.

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