Staff Machine Learning Engineer
Tasks
- Build automated machine learning pipelines
- Deploy and operate machine learning models in production
- Design backend architecture for model serving APIs
- Develop well documented secure and reliable machine learning APIs
- Ensure scalability reliability latency observability and security
- Establish model governance with experiment tracking and dataset versioning
- Evaluate emerging machine learning tooling and technologies
- Lead machine learning engineering team
- Manage model lifecycle including monitoring versioning validation rollback and retirement
- Mentor engineers and conduct technical reviews
- Productionize validated research outcomes
- Set engineering standards and drive continuous improvement
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Azure ML | CI/CD | Cloud Computing | Dataset Lineage | Dataset versioning | Distributed Systems | Docker | Drift Detection | Experiment tracking | Feature Stores | GPU Inference | Google Cloud | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Microservices | Model Deployment | Model Governance | Model Monitoring | Model Registry | Model Rollback | Model versioning | ONNX Runtime | OpenVINO | RESTful APIs | SageMaker | Scalable architectures | TensorRT | Vertex AI
Education
Regions
Countries
States
Related jobs
-
AI machine learning | AWS | Agile | Asynchronous Architecture | CI/CDCareer growth opportunities | Fast-paced environment | Mentorship | Modern cloud technology exposureSenior-level Full TimeSri Lanka2d ago
-
CI/CD | Dashboard Development | Data Governance | Data Quality | Data ValidationCulture of growth | Exceptional peers | Flexible working arrangements | Impactful work | State-of-the-art resourcesEntry-level Contract InternshipColombo7d ago
-
AWS | Azure | CI/CD | Cloud Native | Cloud Native ArchitectureCareer growth | Flexible working environment | Inclusive culture | Remote-friendly cultureSenior-level Full TimeColombo9d ago
-
Access Control | Always On | Apache | Automation | Backup and RecoverySenior-level TemporaryColombo, Sri Lanka19d ago
-
Associate DevOps Engineer LKR 960K-960KAmazon Web Services | Ansible | CI/CD | Cloud platform | DockerFlexible work schedule | On-site workMid-level Full TimeBattaramulla, Sri Lanka20d ago
-
Software Engineer LKR 960K-960KDistributed Systems | GRPC | Go | Helm | JavaCareer growth | Flexible working environment | Mentorship | Remote-friendly cultureMid-level Full TimeColombo26d ago
-
Engineer - Data Engineering LKR 960K-960KAWS Glue | AWS Lambda | Airflow | Amazon EMR | Amazon Web ServicesMid-level Full TimeSysco LABS - Sri Lanka28d ago
-
AWS CloudFormation | AWS DocumentDB | AWS RDS | Amazon ECS | Amazon Web ServicesOn-call support rotationMid-level Full TimeLK-1-Colombo1mo ago
-
CI/CD | Cloud Computing | Containerization | Experiment tracking | Feature StoreEntry-level Full TimeColombo, LK1mo ago
-
Agile | Apache Hadoop | Apache Spark | Azure | Azure DataEntry-level Full TimeColombo, LK1mo ago
-
AI Agents | Automation | BMad | CI/CD | GoFlexible work arrangements | Hybrid work flexibility | Inclusive workplaceSenior-level Full TimeColombo, Western Province, Sri Lanka1mo ago
-
AI Services | AWS ECS | AWS Fargate | AWS Lambda | AWS S3Hybrid workSenior-level Full TimeSysco LABS - Sri Lanka1mo ago
-
Senior-level Full TimeLK-1-Colombo1mo ago
-
AWS | Agent Orchestration | CI/CD | Django | DockerDiversity and inclusion focus | Hybrid work options | Inclusive workplace | Sustainability-focused organizationSenior-level Full TimeColombo, Western Province, Sri Lanka1mo ago