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Senior Full Stack AI/ML Engineer - Paxcom
ML Engineer
Lead end‑to‑end AI/ML product development, building scalable full‑stack solutions on AWS, integrating Python ML models with a Node.js/React front‑end, and ensuring robust data pipelines and deployment pipelines.
About the role
Key Responsibilities
- Design, develop, and maintain end‑to‑end AI/ML services using Python, integrating models into production via RESTful APIs built with Node.js.
- Build and optimize front‑end components with React, ensuring seamless data visualization and user experience.
- Architect and manage scalable cloud infrastructure on AWS, leveraging services such as SageMaker, Lambda, and ECS.
- Implement CI/CD pipelines with Docker, Kubernetes, and GitHub Actions to automate testing, deployment, and monitoring.
- Collaborate with data scientists to translate research prototypes into production‑ready solutions, ensuring model performance and compliance.
Requirements
- 5+ years of full‑stack development experience with strong Python and JavaScript (Node.js) skills.
- Proven track record in deploying machine learning models at scale on AWS.
- Experience with containerization (Docker) and orchestration (Kubernetes).
- Solid understanding of relational databases (SQL) and data pipeline design.
- Excellent problem‑solving skills and ability to work cross‑functionally in a fast‑paced environment.
Skills
pythonnodejsmachine learningawsdockerreactsql