clarium - Senior Software Engineer, Computer Vision

Remote - United States+ Equity1mo ago

Remote Senior NA Medical Devices Artificial Intelligence Senior Software Engineer Computer Vision Engineer Python PostgreSQL Prefect FastAPI MLOps

Requirements

• 5+ years experience in computer vision and object detection • Hands-on experience training and fine-tuning detection models • Experience building OCR pipelines for label/packaging text extraction • Strong Python skills with experience in OpenCV, image preprocessing, and augmentation techniques • Production experience with multimodal LLM APIs for structured data extraction and validation • Backend engineering: FastAPI, Pydantic v2, PostgreSQL, async Python • OCR pipelines for label/packaging text extraction • Experience with barcode/QR/UDI decoding and preprocessing strategies that improve decode rates • MLOps experience: Docker, CI/CD, model versioning, A/B testing • Workflow orchestration tools (Temporal, Prefect, Airflow) • Healthcare or supply chain domain experience • Familiarity with medical device identification standards (UDI, GS1) • NEED TO KNOW: PYTHON, PYTORCH FASTAPI · PYDANTIC V2 · POSTGRESQL · MULTIMODAL LLM APIS · IMAGE PREPROCESSING · BARCODE / QR DECODING, OCR PIPELINES • NICE TO KNOW: ZERO-SHOT OBJECT DETECTION · TEMPORAL · PREFECT · AIRFLOW • WHAT YOU GET AT CLARIUM • Incentive Stock Options proportionate to your salary • Fully remote — we're a distributed team across multiple time zones • Unlimited PTO • Top-tier health, vision, and dental benefits

Responsibilities

• Design, build, implement and optimize multi-stage CV pipelines spanning segmentation, object detection, multimodal LLM/LVM extraction, machine-readable code decoding, and multi-source reconciliation • Train or fine-tune detection models on custom medical supply datasets • Build and own dataset strategy - leverage augmentation and synthetic data generation to improve the training and testing datasets when data doesn’t exist. • Monitor and improve pipeline accuracy — instrument field-level metrics, diagnose failure modes, and systematically improve precision/recall through model iteration and preprocessing optimization • Design persistence schemas and audit data models that make every extraction independently reviewable • Maintain and extend the async Python backend services that surface pipeline results to downstream clinical workflows

Benefits

• The healthcare industry overspends on its supply chain by over $25B each year — the result of fragmented data, inefficient workflows, and wasted supplies. Clarium is fixing that. Our AI-powered platform, Astra OS, gives hospitals end-to-end visibility into their supply chain operations, automating workflows and surfacing actionable insights so supply chain teams can focus on what matters most: patient care. We're trusted by some of the world's leading health systems, including Yale New Haven Health, Stanford, Geisinger, Cleveland Clinic, and Kaiser Permanente. • Founded in 2020, Clarium has raised $43M in total funding. Our Series A was led by Northzone, with participation from General Catalyst, AlleyCorp, Kaiser Permanente Ventures, Texas Medical Center Ventures, and 1984 Ventures.