• Participation in the assessment, planning, and development of project architecture 
• Code refactoring and redesign of existing features 
• Direct communication with English-speaking customers to discuss design solutions 
• If desired, participation in technical interviews, mentoring opportuities, knowledge-sharing, and dev2dev meetups (including external events) 

• At least 2+ years of experience in DevOps
• Proficiency in Python programming and Conda package manager
• Familiarity with machine learning libraries such as PyTorch, TensorFlow, NumPy, Scikit-learn, and Pandas
• Solid understanding of ML/data science concepts
• Basic knowledge of AWS and/or Azure cloud platforms
• Experience with AzureML, AWS SageMaker, or Google Cloud AI Platform 
• Familiarity with containerization technologies like Docker and orchestration tools like Kubernetes
• Familiarity with CI/CD tools for automated building, testing, and deployment processes
• Proficiency in Linux and bash scripting
• Experience monitoring and logging tools for infrastructures and applications 
• Knowledge of model versioning and management using MLFlow or similar frameworks
• An understanding of model deployments and serving techniques, such as Tensorflow Serving and ONNX runtime
• B2 level of English or higher

At Vention, we assemble senior-level, dedicated teams of developers to help fast-growing startups and innovative enterprises drive impact and achieve their goals. We’ve delivered solutions across multiple domains, including FinTech, PropTech, AdTech, HealthTech, e-commerce, and more.

Our tech stack includes GitLab CI, Terraform, Ansible, Azure, AWS/GCP, Kubernetes, and PowerShell. We're also focused on supporting DevOps education opportunities, with meetups, mentoring, internal projects, and a budget allocated for certifications and conferences.