ML Engineer

Aviasales is seeking an ML Engineer to design and maintain data pipelines, develop ML services, and deploy models.

## What you'll do

• •Design and maintain data pipelines for the ML platform.
• •Develop and support offline (batch) training and inference services for ML models.
• •Deploy models to production, ensure stability and scalability, and develop monitoring systems.
• •Analyze model quality.
• •Collaborate with development and analytics teams for model integration.

• •At least 3 years of experience in Data Engineering/ML.
• •Proficient in SQL and Python, understanding of Lakehouse concepts.
• •Experience with model building (linear/tree models, ensembles) for various tasks (regression, classification, clustering, time series, etc.).
• •Skills in working with containers (Docker, Kubernetes), CI/CD (Jenkins), and monitoring (Prometheus, Grafana).
• •Willingness and ability to work in a team, share knowledge and experience.