Data Specialist for the High-Definition Digital Roadmaps Team

Autonomous Technology

• Moscow
• Working day duration may vary
• Flexible schedule
• Office

Navio is a developer of autonomous driving technology compatible with various types of transport, from passenger cars to trucks.

Navio combines the culture of automotive manufacturers and IT companies. Every day we work to make freight delivery faster and more efficient, and urban transport safer and more comfortable.

The key focus of Navio is the creation of universal autonomous technology, including software and hardware solutions, scientific research, a unique testing process, and an ecosystem of services for data processing and autonomous fleet management.

About the Team:

We are an innovative team specializing in the creation and improvement of high-definition digital roadmaps/HD maps.

Our project is at the intersection of cutting-edge geodata processing technology and machine learning.

We are looking for a Data Engineer who will be responsible for creating and maintaining the infrastructure for processing large volumes of data, their analysis, and use in machine learning models.

Responsibilities:

• Develop and enhance data processing pipelines for high-definition digital roadmaps/HD maps and autonomous driving;
• Participate in the design and implementation of a data platform for machine learning;
• Design and implement the data storage and access layer;
• Optimize pipelines and infrastructure: speed up processing, reduce computing and storage costs.

Candidate Profile:

• 4+ years of industrial experience in Python;
• Basic understanding of the machine learning model training process and fundamental principles of neural networks;
• Knowledge of classic algorithms and data structures;
• Good knowledge of SQL (at the level of joins and window functions);
• Practical experience with Spark / Ray and Airflow / Dagster.

Bonus Points:

Experience in geospatial, LiDAR, ROS; Experience designing a data platform or data infrastructure.

We care about our employees from day one and offer you:

Voluntary medical insurance (DMS) from the moment of hiring, and after the probation period — dental care and the option to enroll in a subsidized program for relatives

Work in an accredited IT company with its benefits and advantages

Subsidized mortgage, lending programs, and other financial products on favorable terms

Flexible work schedule