Data Scientist, Medical Imaging

AXLE INFORMATICS; United States; À distance; USD 120 000 - 180 000; Plein temps

Avantages offerts par ce poste

Medical, dental and vision coverage

Paid time off and paid holidays

401K match up to 5%

Educational benefits for career growth

Employee referral bonus

Flexible spending accounts

Résumé du poste

Axle is seeking a specialist to build and maintain Python pipelines for medical imaging collections and to develop AI models for segmentation, classification, and embeddings. You will apply traditional image analysis methods and engage with clinical data models to ensure privacy and interoperability.

The role involves running scalable workflows in Linux environments with version control and containers, collaborating with clinicians, imaging scientists, and software engineers to advance

Qualifications

• Master's or PhD in a quantitative field, or Bachelor's with equivalent experience.
• Three or more years of hands-on medical image analysis experience.
• Strong Python skills including scientific computing and deep learning libraries
• Familiarity with DICOM, NIfTI, and other medical image formats
• Experience evaluating models rigorously on imaging data
• Experience with clinical imaging data and its privacy requirements
• Comfort in Linux environments with version control and containers

Responsabilités

• Build and maintain Python pipelines for preparing medical imaging collections.
• Develop, apply, and evaluate AI models for segmentation, classification, and embeddings.
• Apply traditional image analysis methods for registration, normalization, and feature extraction.
• Build and evaluate models combining imaging with clinical data.
• Connect imaging results with clinical data models and standard vocabularies.
• Run reproducible, scalable workflows with orchestration, containers, and cloud computing.
• Collaborate with clinicians, imaging scientists, and software engineers

Connaissances

Python

Deep learning

Medical image analysis

Linux

Version control

Containers

Formation

Master's degree

PhD

Bachelor's with equivalent experience

Outils

Nextflow

OMOP

FHIR

Description du poste

Responsibilities

• Build and maintain Python pipelines for preparing medical imaging collections
• Develop, apply, and evaluate AI models for segmentation, classification, and embeddings
• Apply traditional image analysis methods for registration, normalization, and feature extraction
• Build and evaluate models combining imaging with clinical data
• Connect imaging results with clinical data models and standard vocabularies
• Run reproducible, scalable workflows with orchestration, containers, and cloud computing
• Collaborate with clinicians, imaging scientists, and software engineers

Requirements

• Master's or PhD in a quantitative field, or Bachelor's with equivalent experience
• Three or more years of hands-on medical image analysis experience
• Strong Python skills including scientific computing and deep learning libraries
• Familiarity with DICOM, NIfTI, and other medical image formats
• Experience evaluating models rigorously on imaging data
• Experience with clinical imaging data and its privacy requirements
• Comfort in Linux environments with version control and containers

Preferred Qualifications

• Experience with Nextflow or similar workflow orchestration tools
• Experience with EHR data and clinical data models such as OMOP or FHIR

Benefits

• Medical, dental and vision coverage
• Paid time off and paid holidays
• 401K match up to 5%
• Educational benefits for career growth
• Employee referral bonus
• Flexible spending accounts

About the Company

• Axle is a bioscience and information technology company supporting research centers and healthcare organizations, including NIH institutes.