Sr. Biomedical Data Scientist
BAMF HealthAbout the role
Join BAMF Health, where you're not just part of a team; you're at the forefront of a revolution in Theranostics, changing lives for the better. As a member of our global team, you'll contribute to pioneering technology and deliver top-tier patient care.
Located in the heart of downtown Grand Rapids, our cutting-edge global headquarters resides within the state-of-the-art Doug Meijer Medical Innovation Building. Step into our modern and spacious facilities, where innovation thrives and collaboration knows no bounds.
Join us in our mission to make Theranostics accessible and affordable for all, and be part of something truly remarkable at BAMF Health.
The Biomedical Data Scientist leads the transformation of complex clinical and Imaging data into actionable AI models in the oncology space. The role combines clinical informatics, data engineering, and machine learning for real-world precision medicine. Responsible for translating multimodal data—including PACS imaging, EMRs, physician notes, and optionally molecular assays—into unified structured datasets and for building prognostic and progression-free survival (PFS) models from these datasets to advance cancer treatment personalization.
Data Integration & Engineering:
Build and maintain robust pipelines that ingest and harmonize multimodal data (DICOM imaging, EMR, pathology, molecular/omics data, and free-text clinical notes).
Work across HL7, FHIR, DICOM, and unstructured text formats to enable a comprehensive longitudinal patient view.
Apply NLP or LLM tools to extract structured information from freeform physician notes, pathology reports, and radiology impressions.
Collaborate with solution architects and engineers to ensure AI-readiness and scalability of the data infrastructure.
AI Modeling & Analytics:
Develop and validate AI/ML models for:
Progression-Free Survival (PFS) estimation
Overall survival prediction
Prognostic classification and risk stratification
Use classical survival analysis (e.g., Kaplan-Meier, Cox models) as well as modern ML approaches (e.g., DeepSurv, time-to-event modeling, random survival forests).
Perform feature engineering across clinical, imaging, and molecular features.
Lead the data science component of retrospective and prospective studies in collaboration with clinicians and statisticians.
Collaboration & Strategy:
Partner with oncologists, nuclear medicine physicians, and radiologists to define clinically meaningful endpoints and labels.
Contribute to publications, presentations, and regulatory submissions where needed.
Ensure all processes adhere to data privacy regulations (e.g., HIPAA, GDPR, 21 CFR Part 11).
Basic Qualifications:
Advanced degree (MS/PhD) in Biomedical Informatics, Biostatistics, Computer Science, Bioengineering, or related discipline required.
5 years of experience in biomedical data science, clinical informatics, or a related field required
Proven experience with: Clinical data (EMR, PACS, structured/unstructured EHR), NLP/LLM tools, and AI/ML models for prognostic or survival prediction required
Proficiency in Python (pandas, scikit-learn, PyTorch), SQL, and data pipeline frameworks required
Preferred Qualifications:
Experience with time-to-event models (DeepSurv, CoxNet, survival forests) preferred
Familiarity with radiology and nuclear medicine workflows preferred
Exposure to omics datasets and molecular biomarkers preferred
Prior experience in oncology, radiology, or theranostics domains preferred
Schedule Details:
Employment Status: Full time (1.0 FTE)
Weekly Scheduled Hours: 40
Hours of work: 8:00 a.m. to 5:00 p.m.
Days worked: On-site role with potential hybrid flexibility Monday–Friday
At BAMF Health, our top priority is patient care. To ensure we are able to drive a Bold Advance Medical Future, we offer a well-rounded benefit package to care for our team members and their families. Highlights include:
Employer paid High Deductible Health Plan with employer HSA contribution
Flexible Vacation Time
401(k) Retirement Plan with generous employer match
Several benefit options including, but not limited to; dental, vision, disability, life, supplemental coverages, legal and identity protection
Free Grand Rapids downtown parking
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