Principal ML Ops Engineer
Tasks
- Build auto scaling multi model serving and request routing
- Collaborate with infrastructure platform and applied AI teams
- Design build operate ML inference infrastructure
- Develop scalable deployment pipelines
- Establish engineering best practices and platform architecture standards
- Implement observability for inference and infrastructure costs
- Manage model registries CI CD workflows and automation
- Optimize GPU utilization memory efficiency network performance and storage
- Own ML system lifecycle from development to production support
Perks/Benefits
- Flexible remote work
- Fully remote
- Growth opportunities
- High ownership and influence
- Meaningful technical impact
- Remote flexibility from Romania
Skills/Tech-stack
Auto Scaling | Blue-Green Deployment | Blue/green | CI/CD | CUDA | Canary Deployment | Distributed Systems | Docker | Experiment tracking | GPU scheduling | Helm | Infrastructure as Code | Kubeflow | Kubernetes | MLOps | MLflow | Model Registry | NVIDIA Triton | Observability | PyTorch | Python | ROCm | Request Routing | TGI | TensorFlow | Terraform | VLLM | “as-code”
Education
N/A
Related jobs
-
Auto Scaling | CI/CD | CUDA | Container Orchestration | Distributed SystemsEnglish language support | On-call support | Remote workSenior-level Full TimeUkraine R6d ago
-
AWS EventBridge | AWS IAM | AWS Lambda | AWS S3 | AirflowFlexible working hours | Fully remote | Performance-Based Incentives | Professional growth | Supportive team cultureMid-level Full TimeItaly R8d ago
-
APIs | Agent systems | Autogen | Cloud services | CrewAIIncome protection | Paid time off | Pension match | Private healthcare | Remote work flexibilityMid-level Full TimeItaly R10d ago
-
AI Engineer EUR 34K-40KEmbeddings | FastAPI | Git | LLM | LangchainFlexible work hours | Growth opportunities | Hybrid work | Learning paths | Light FridaySenior-level Full TimeMILANO P.ZZA LUIGI EINAUDI, Italy R18d ago
-
AI/ML Engineer - Live Story EUR 35K-45KDeep learning | Hugging Face | LLM orchestration | Langchain | MLOpsFull remote | Milano office access | Remote-firstSenior-level Full TimeItaly - Remote R18d ago
-
Software / Machine Learning Engineer EUR 42K-57KComputer Vision | Data analytics | Deep learning | Generative AI | Hugging FaceFlexible work schedule | Gym discounts | Learning resources | Mental health support | MentorshipMid-level Full TimeMilan R24d ago
-
Consultant - Quantitative Risk Consulting EUR 28K-28KAnomaly Detection | Artificial Intelligence | Basel | Business Intelligence | CosoApprenticeship contract | Flexible benefits | Health assistance | Hybrid work | Insurance coverageMid-level Full TimeRome - Villa Grazio, Italy R25d ago
-
Junior Data Engineer EUR 19K-20KApache Airflow | Apache Spark | Data Governance | Data Modeling | Data PipelinesGym discounts | Learning resources | Mental health support | Mentorship program | Private healthcareEntry-level Full TimeMilan R1mo ago
-
Data Engineer EUR 40K-45KAWS | Apache Airflow | Apache Kafka | Apache Spark | CI/CDAdditional country specific advantages | Company events | Ergonomic setup | Flexible hybrid work model | Full remote availableMid-level Full TimeRome, Italy R1mo ago
-
Data Engineer III (Remote) EUR 48K-62KCloud Native | Communication | Data Management | Docker | HadoopBuddy support | Childcare support | Coaching sessions | Conference attendance support | Corporate discountsSenior-level Full TimeRome, Italy R1mo ago