ML DevOps
Прямой работодатель Vallettasoftware Software Development ( vallettasoftware.com )
Опыт работы более 5 летот 4 500 до 5 000 $
Position: ML DevOps
Level: Senior
Experience: 5+ (not freelance)
Working time zone: GMT+4
Location: Remote
Employment: Fulltime
Joining Valletta Software Development means:
🌍 A Global, Thriving Team
Join 100+ specialists from 20+ countries, united by a passion for outstanding IT solutions.
🚀Diverse projects: Fintech, MedTech, AI/ML, e-commerce, and more. Switch teams or industries to broaden your skills.
💡 Support at Every Step Client interview prep: We train you to succeed + give actionable feedback.
✔ ️ Strategic stability: Well-structured processes, strong management, and long- term vision.
✔️ Core values: Honesty, flexibility, innovation, and a people-first approach.
💸 Regular salary review based on your personal results.
✨ Paid rest days and sick leaves.
Responsibilities:
1. Container Orchestration & Scheduling (Kubernetes, K8s autoscaler, Helm, RunPod orchestration)
2. Cloud Infrastructure for AI/ML Workloads (GPU provisioning, RunPod, network volumes, object storage, caching strategies)
3. Messaging & Streaming Systems (NATS JetStream, message delivery guarantees, ACK/NACK, at-least-once/exactly-once patterns)
4. Observability & Monitoring (Grafana, Prometheus, custom metrics for queue length, wait time, GPU utilization, error tracking)
5. CI/CD & Deployment Automation (Docker, image optimization, build pipelines, automated deployment strategies)
We need someone who:
-Worked with ML model deployment
-Used cloud ML services (SageMaker, Azure ML)
-Built ML data pipelines
-Worked with ML monitoring and versioning
-Used AutoML platforms
-Worked with AI services (text, vision, speech)
-Implemented ML workflow automation
-Worked with ML model serving
-Used MLOps tools and practices
-Worked with AI/ML at scale
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