MLOPS ENGINEER

Svitla Systems Inc. is looking for an MLOps Engineer for a full-time position (40 hours per week) in Romania. Our client develops intelligent devices and systems for real-time supply chain, robotics, and computer vision operations.RequirementsProgramming & Development:Advanced proficiency in Python developmentWorking experience with PyTorch and/or TensorFlowAbility to create maintainable, well-tested code with proper error handlingExperience creating RESTful services and model serving endpointsMLOps InfrastructureDesign and implementation of automated ML workflows (training, evaluation, deployment)Experience with model versioning, storage, and metadata managementImplementing dataset versioning and change managementKnowledge of model optimization and format conversion (ONNX, TFLite, TensorRT, SNPE)DevOps & InfrastructureDocker image building and optimizationExperience with Kubernetes and/or RunAIGitHub Actions workflow design and implementationGCP experience, particularly with Vertex AI, Cloud Batch, or similar servicesGPU allocation and optimization for training workloadsTesting & Quality AssuranceUnit, integration, and E2E test implementation for ML systemsModel metrics calculation and performance benchmarkingExperience with testing ML models on edge devicesAdditional TechnologiesExperience with Hydra or similar configuration frameworksFamiliarity with W&B, MLflow, or similar tracking toolsCreating and maintaining Python packages and dependenciesUnderstanding of CV models, image processing, and related ML tasksResponsibilitiesDesign and implement an end-to-end MLOps architecture for computer vision modelsCreate automated pipelines for model training, quantization, conversion, and evaluationDevelop a model registry with comprehensive versioning and metadata capabilitiesBuild systems for automated model testing across multiple target architecturesImplement data versioning and dataset management solutionsMaintain CI/CD pipelines for ML model lifecycle managementOptimize Docker environments for development and deploymentDevelop Python libraries and APIs for internal model consumptionWe offerUS and EU projects based on advanced technologies.Well-established remote culture and flexible working hours.No trial period.Annual performance appraisals.Competitive compensation in USD gross based on skills and experience.B2B contract with Svitla Systems Inc. (US legal entity).20 vacation days, 10 national holidays, and 5 paid sick leaves.3 additional days of paid vacation for special life events (marriage, childbirth, etc).Personalized learning program tailored to your interests and skill development.Bonuses for article writing, public talks, and other activities.Free webinars, meetups, and conferences organized by Svitla.Awesome team, friendly and supportive community!