MLOps Engineer

About the Position

Join Svitla Systems as an MLOps Engineer to design and implement end-to-end MLOps architecture for computer vision models.

Responsibilities

• Design and implement an end-to-end MLOps architecture for computer vision models
• Create automated pipelines for model training, quantization, conversion, and evaluation
• Develop a model registry with comprehensive versioning and metadata capabilities
• Build systems for automated model testing across multiple target architectures
• Implement data versioning and dataset management solutions
• Maintain CI/CD pipelines for ML model lifecycle management
• Optimize Docker environments for development and deployment
• Develop Python libraries and APIs for internal model consumption

Requirements

Programming & Development

• Advanced proficiency in Python development
• Working experience with PyTorch and/or TensorFlow
• Ability to create maintainable, well-tested code with proper error handling
• Experience creating RESTful services and model serving endpoints

MLOps Infrastructure

• Design and implementation of automated ML workflows (training, evaluation, deployment)
• Experience with model versioning, storage, and metadata management
• Implementing dataset versioning and change management
• Knowledge of model optimization and format conversion (ONNX, TFLite, TensorRT, SNPE)

DevOps & Infrastructure

• Docker image building and optimization
• Experience with Kubernetes and/or RunAI
• GitHub Actions workflow design and implementation
• GCP experience, particularly with Vertex AI, Cloud Batch, or similar services
• GPU allocation and optimization for training workloads

Testing & Quality Assurance

• Unit, integration, and E2E test implementation for ML systems
• Model metrics calculation and performance benchmarking
• Experience with testing ML models on edge devices

Additional Technologies

• Experience with Hydra or similar configuration frameworks
• Familiarity with W&B, MLflow, or similar tracking tools
• Creating and maintaining Python packages and dependencies
• Understanding of CV models, image processing, and related ML tasks

We Offer

• US 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!

Why Join Svitla

Svitla Systems is a global digital solutions company headquartered in the U.S. and operating across the Americas, Europe, Asia, and APAC. Since 2003, we have served a wide range of clients - from innovative start-ups to Fortune 500 companies. Our success is built on partnership. By integrating seamlessly with clients' teams, we create lasting collaborations that drive real results. We are strong advocates of workplace flexibility, remote culture, individual approach to professional and personal growth.

Our global mission is to build a business that contributes to wellbeing of our partners, personnel, and their families, improves our communities, and makes a lasting difference in the world. Together, we are coding a brighter tomorrow - and living it.

Join us!

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