Deep Learning Engineer for Neural Network Trajectory Planner Team

About the company and team

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

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

Navio's key focus is the creation of universal autonomous technology, including Software and Hardware components, R&D, a unique testing process, and an ecosystem of services for data processing and autonomous fleet management.

About the team:

Planning the movement of an autonomous vehicle and predicting the movement of all surrounding participants is a complex and extremely important task, taking into account many factors. By planning and predicting the future effectively, such a vehicle can ensure passenger comfort and avoid potential collisions.

Who we are looking for:

We are looking for an experienced Specialist with deep knowledge in the field of neural networks, mathematics, and statistics, with a development vector towards the role of Technical Lead.

What you will do:

• Define priorities for scientific research hypotheses and approve research metrics;
• Set standards for neural network architecture and evaluate major decisions;
• Formulate new promising research areas, improve workflows and engineering culture;
• Plan team work, propose and oversee the implementation of technical solutions, participate in coding and hypothesis verification;
• Initiate and evaluate the effectiveness of process optimization.

What we expect from the candidate:

• Knowledge of mathematics and statistics;
• Deep understanding of neural network architectures, enabling the generation of working non-trivial ideas and evaluation of trade-offs;
• Ability to analyze and systematize a large volume of scientific literature, develop own approaches;
• Management experience: preferably 1-2 years, or a senior specialist with a desire to grow into a Technical Lead.

Will be a plus:

• Knowledge of C++ / ROS.

We offer:

• Work in an accredited IT company with a commercial product;
• A team of professionals in a promising technological domain;
• Competitive salary with bonuses and flexible hours;
• Opportunities for training and participation in conferences;
• Voluntary medical insurance and benefits for employees and relatives;
• Social and financial bonuses (meals, multimedia service subscriptions, mortgage assistance, partner discounts).