ML Engineer - Data Pipelines & Model Deployment

Aviasales; United States; Remote; USD 110,000 - 170,000; Full time

Job summary

Aviasales is seeking an ML Engineer to build and maintain data pipelines and deploy ML models. The role emphasizes experience in data engineering and model development with SQL and Python.

You will design offline training and inference services, ensure robust deployment, and implement monitoring to track model performance. Collaboration with analytics teams will be essential to integrate models into existing systems.

Qualifications

• Experience in data engineering and ML model development.
• Strong SQL and Python skills.
• Ability to design and deploy data pipelines and ML models.
• Experience deploying and monitoring ML systems.

Responsibilities

• Design and maintain data pipelines for the ML platform.
• Develop offline training and inference services.
• Ensure robust deployment of ML models.
• Implement monitoring to track model performance.

Skills

SQL

Python

Data engineering

Model development

Data pipelines

Collaboration

Monitoring

Job description

Aviasales is seeking an ML Engineer to build and maintain data pipelines and deploy ML models. The role emphasizes experience in data engineering and model development with SQL and Python.

You will design offline training and inference services, ensure robust deployment, and implement monitoring to track model performance. Collaboration with analytics teams will be essential to integrate models into existing systems.