Application Scientist - Digital Pathology

** At Caris, we understand that cancer is an ugly word-a word no one wants to hear, but one that connects us all. That's why we're not just transforming cancer care-we're changing lives.*
* We introduced precision medicine to the world and built an industry around the idea that every patient deserves answers as unique as their DNA. Backed by cutting-edge molecular science and AI, we ask ourselves every day:  _"What would I do if this patient were my mom?"_  That question drives everything we do.

But our mission doesn't stop with cancer. We're pushing the frontiers of medicine and leading a revolution in healthcare-driven by innovation, compassion, and purpose.

** Join us in our mission to improve the human condition across multiple diseases. If you're passionate about meaningful work and want to be part of something bigger than yourself, Caris is where your impact begins.*
* ** Position Summary*
* We are seeking an Application Scientist to serve as the technical bridge between product, engineering, data science, laboratory operations, and clinical stakeholders in digital pathology. You will own the end to end technical readiness of whole slide image based solutions-from image calibration and image lifecycle management to clinical grade algorithm deployment. This role emphasizes imaging science, data analytics, and validation over pure software engineering, ensuring our solutions meet clinical quality, performance, and regulatory expectations.

The ideal candidate combines hands on lab/WSI experience with strong systems thinking, excellent stakeholder communication, and a bias toward operational reliability and regulatory compliance.

** Job Responsibilities*
* ** Image Management Systems (IMS) & Data Operations*
* + Administer and optimize IMS workflows (user provisioning, access control, retention, tiered storage, audit trails).

+ Investigate incidents and lead corrective actions to improve stability and user experience.

+ Define and enforce metadata and ontology standards (specimen, stain, region annotations, versioning) and file format policies (SVS, SCN, NDPI, TIFF/OME TIFF).

+ Collaborate with cloud team to implement data monitoring and data governance (PII/PHI safeguards, de identification, consent tracking)

+ Build operational runbooks for ingestion, migration, archival, and disaster recovery.

** Image Calibration & Quality Assurance*
* + Design, execute, and document calibration protocols for brightfield/fluorescence WSI scanners (e.g., color calibration, focus metrics, illumination uniformity, ICC profiles).

+ Implement/validate color management pipelines to reduce site to site variability.

+ Build and maintain image QA dashboards (PSNR, SSIM, CIEDE
2000, artifact scoring, blur detection, tissue coverage).

+ Collaborate with scanning operations and vendors to troubleshoot imaging issues (scanner drift, compression artifacts, barcode/label problems) and drive root cause analysis.

** Algorithm Deployment & MLOps*
* + Productionize and maintain AI/ML pathology algorithms (detection, grading, quantification, triage) with attention to performance, reproducibility, scaling and monitoring.

+ Package models with Docker and orchestrate via AWS; implement CI/CD for model and pipeline updates.

+ Collaborate with data science and external collaborators to translate research models into deployable services, including GPU resource planning and batch/stream inference.

+ Establish real time/near real time inference pathways, results persistence, and human in the loop review tools.

+ Define and track validation metrics (accuracy, sensitivity/specificity, AUC, turnaround time, uptime).

** Compliance, Risk & Change Management*
* + Author and maintain SOPs, validation plans, and technical files; support CAP/CLIA readiness for regulated use.

+ Maintain software quality by performing UAT, bug tracking and reporting.

+ Perform risk assessments (cybersecurity, model drift, data integrity) and drive corrective/preventive actions (CAPA) in collaboration with Quality teams

+ Conduct training and change management for pathologists, lab personnel, and IT.

** Cross Functional Enablement & Support*
* + Serve as subject matter expert for proof of concepts and end-user onboarding for digital pathology solutions.

+ Translate clinical/operational needs into requirements for product and engineering; manage pilots and rollouts with clear success criteria.

+ Provide tier 2/3 support for imaging and algorithmic workflows and create knowledge base content.

+ Responsible for technical integrity of project deliverables, including quality and compliance to applicable standards.

+ Fosters a data-driven, evidence-based mindset and reporting format across the digital pathology team.

+ Provides technical direction and accountability for our expanding digital pathology portfolio by driving leading-edge thinking and state-of-the-art technology into processes and products.

+ Other duties as assigned by the leadership.

** Required Qualifications*
* + PhD in Biomedical Engineering,…