Remote (Fluent Ukrainian or English) DevOps Engineer (deploying AI apps)

Description:

• Seeking a dynamic and innovative DevOps Engineer proficient in Ukrainian or English to deploy AI apps.
• Responsible for automating support for CRM systems using ML.
• Collaborate with a team including a CEO, CTO, developers, ML Engineer, Marketing Manager, and Designer.
• Assist in building and maintaining ML infrastructure and pipelines.
• Support deployment and monitoring of ML models in production.
• Implement and maintain CI/CD pipelines for ML projects.
• Troubleshoot issues related to ML model performance and deployment.
• Contribute to documentation and best practices for MLOps processes.

Requirements:

• 1-1.5 years of commercial experience in a related role.
• Hands-on experience in deploying and maintaining machine learning models in production.
• Proficiency in monitoring and logging tools like Prometheus, Grafana, ELK Stack.
• Experience with popular Machine Learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn.
• Solid experience with Python and scripting languages like Bash.
• Familiarity with at least one major cloud platform (AWS, Azure, Google Cloud).
• Basic understanding of MLOps practices and tools like MLflow, Kubeflow.
• Knowledge of CI/CD pipelines and tools like Jenkins, GitLab CI.
• Understanding of containerization technologies like Docker and orchestration tools like Kubernetes.
• Familiarity with cloud-based ML services such as AWS SageMaker, Azure ML, Google AI Platform.
• Proficiency in using Git and understanding branching, merging, and pull requests.
• Experience with distributed computing frameworks like Apache Spark would be a plus.
• Knowledge of model interpretability and explainability techniques is a plus.
• Familiarity with automated testing and quality assurance practices for ML models is a plus.
• Exposure to data engineering concepts and tools like ETL processes, data warehousing is a plus.
• Good sense of humor is appreciated.

Benefits:

• Compensation in USD.
• Remote work in Ukraine or a similar time zone.
• Adequate, friendly management with no bureaucracy.
• Cozy startup atmosphere with stability from a holding company.
• Plenty of interesting talks and communication with the team.