remoteonsite
Senior Forward Deployed Engineer II AI/ML - DigitalOcean
Software Engineer
Senior engineer focused on deploying and scaling AI/ML workloads in production, leveraging Python, Kubernetes, Docker, and AWS to build robust, automated pipelines and ensure high availability.
About the role
Key Responsibilities
- Design, implement, and maintain end‑to‑end ML pipelines from data ingestion to model serving at scale.
- Collaborate with product and data science teams to translate research prototypes into production‑ready services.
- Automate deployment workflows using CI/CD, Docker, and Kubernetes, ensuring zero‑downtime releases.
- Monitor and troubleshoot model performance, latency, and resource utilization in a cloud environment.
- Advise on best practices for security, compliance, and cost optimization across AI workloads.
Requirements
- 5+ years of experience in software engineering with a strong focus on AI/ML production.
- Proficiency in Python, Kubernetes, Docker, and AWS services (EKS, SageMaker, Lambda).
- Hands‑on experience with CI/CD pipelines, GitOps, and automated testing.
- Deep understanding of ML Ops concepts, model versioning, and monitoring.
- Excellent communication skills and a collaborative mindset.
Skills
pythonmachine learningawskubernetesdockercicd