Job Overview
Location
Remote/US
Job Type
Full-time
Category
Software Engineering
Date Posted
May 22, 2026
Full Job Description
đź“‹ Description
- • Design, build, implement, and optimize multi-stage computer vision pipelines that extract structured inventory data from clinical images captured under variable lighting, camera angles, and workflow conditions with zero tolerance for errors.
- • Train and fine-tune object detection models on custom medical supply datasets to improve accuracy in identifying items such as syringes, vials, and packaging under real-world imaging conditions.
- • Build and own dataset strategy by leveraging image augmentation and synthetic data generation to address gaps in real-world training and testing data.
- • Develop OCR pipelines for extracting label and packaging text from medical supplies, ensuring high-fidelity transcription of batch numbers, expiration dates, and product codes.
- • Integrate and utilize multimodal LLM/LVM APIs to validate and structure extracted data, combining visual information with contextual text to improve extraction reliability.
- • Implement barcode, QR code, and UDI decoding systems with preprocessing strategies to maximize decode rates in low-quality or partially occluded images.
- • Design persistence schemas and audit data models that make every data extraction independently reviewable, ensuring traceability for clinical and supply chain compliance.
- • Monitor and improve pipeline accuracy by instrumenting field-level metrics, diagnosing failure modes, and systematically enhancing precision and recall through iterative model refinement and preprocessing optimization.
- • Maintain and extend async Python backend services using FastAPI and Pydantic v2 to surface validated extraction results to downstream clinical and supply chain workflows.
- • Collaborate with cross-functional teams to align computer vision outputs with clinical workflow requirements, ensuring data integrity impacts patient safety, billing accuracy, and supply chain efficiency.
- • Work with PostgreSQL to store, query, and manage structured inventory data generated by the CV pipelines, ensuring scalability and auditability.
- • Apply OpenCV and image preprocessing techniques to enhance image quality prior to model inference, including noise reduction, contrast adjustment, and geometric correction.
- • Ensure all computer vision systems meet production-grade reliability standards, with robust error handling, logging, and monitoring for continuous operational stability.
- • Contribute to MLOps practices including model versioning, CI/CD pipelines, and A/B testing of model iterations to validate performance gains in production.
- • Leverage workflow orchestration tools such as Temporal, Prefect, or Airflow to manage complex, asynchronous data processing pipelines across multiple stages.
- • Stay current with advancements in zero-shot object detection and medical imaging standards to continuously improve system performance and compliance.
🎯 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
🏖️ Benefits
- • 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
- • 401K
- • The opportunity to build on a strong foundational team with deep data and engineering roots at a stage where your work genuinely shapes the product
Skills & Technologies
About Clarium LLC
Clarium is a financial technology company specializing in providing outsourced chief investment officer (OCIO) services. They cater to institutional investors, including endowments, foundations, pension plans, and family offices, helping them manage their investment portfolios effectively. Clarium focuses on delivering customized investment strategies designed to meet the unique objectives and risk tolerances of each client. Their expertise spans across various asset classes, including traditional and alternative investments. By leveraging sophisticated research, robust risk management, and a fiduciary approach, Clarium aims to enhance investment outcomes and provide peace of mind to its clients. They offer transparency and dedicated support throughout the investment management process.
Subscribe to the weekly newsletter for similar remote roles and curated hiring updates.
Newsletter
Weekly remote jobs and featured talent.
No spam. Only curated remote roles and product updates. You can unsubscribe anytime.
