Senior Software Engineer, Computer Vision
C
ClariumHealthcare Technology
Remote/US, multiple time zonesFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- 5+ years
- Required Skills
- PostgreSQLPythonOpenCVPyTorchFastAPIComputer Vision
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
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
- Monitor and improve pipeline accuracy — instrument field-level metrics, diagnose failure modes, and systematically improve precision/recall
- Design persistence schemas and audit data models
- Maintain and extend the async Python backend services
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