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Full Stack AI Engineer - Outmarket AI
AI Engineer
Full Stack AI Engineer building end‑to‑end AI solutions for insurance workflows, leveraging Python, Node.js, AWS, and advanced NLP/ML techniques to automate quote comparison, coverage analysis, and policy review.
About the role
Key Responsibilities
- Design, develop, and maintain scalable full‑stack applications that integrate AI/ML models for insurance data processing.
- Implement and optimize NLP pipelines for document parsing, coverage gap detection, and proposal generation.
- Deploy models and services on AWS, ensuring high availability, security, and compliance with SOC 2 Type II standards.
- Collaborate with data scientists to translate research prototypes into production‑ready features.
- Monitor system performance, troubleshoot issues, and continuously improve model accuracy and user experience.
Requirements
- 3+ years of full‑stack development experience with Python and Node.js.
- Strong background in machine learning, especially NLP, and experience deploying models to AWS.
- Familiarity with CI/CD pipelines, containerization (Docker), and cloud infrastructure.
- Excellent problem‑solving skills and ability to work in a fast‑paced, data‑driven environment.
- Experience in the insurance domain is a plus.
Skills
pythonnodejsawsmachine learningnlp