Path finding, travel time estimation and a precise EV/fuel consumption prediction play a key role in various location-based services and navigation solutions offered by HERE. These include personalized route planning, fleet optimization, solutions to support EV transformation for transport & logistic industries.
The Routing team at HERE is responsible for building a comprehensive and performant routing solution for different transportation modes (pedestrian, bikes, scooters, cars / e-cars, multiple truck profiles) while providing a wide flexibility for customers in terms of personalization based on customer’s data or via route options.
responsibilities :
Conducting experiments on real-world location data for travel time estimations / consumption and evaluating routing services against these estimations
Prototyping improvements for the Routing API experience by leveraging customer’s probes and other data sources
Building and scaling up robust data processing and machine learning pipelines
Analysing and evaluating traffic data feeds in terms of impact on route calculation
Support productization & delivery of proposed improvements in a close collaboration with development teams
requirements-expected :
Bachelor/Master’s in in Computer Science, Mathematics, Data Science, or similar technical degree
5+ years of experience delivering projects with a clear understanding for the key aspects of the data science process, i.e., data preparation, data mining, predictive modeling, machine learning, statistical and mathematical analysis, as well as experience with algorithms and coding
Proficient in the Python programming language and experience with scikit, Pandas and Jupyter notebooks. Alternatively, proficiency in Matlab or R
Experience working with continuous integration tools like Jenkins or CI workflows in Gitlab or GitHub.
Experience of working in a cloud environment (AWS, GCP, Azure etc)
Experience with containers (Docker) and their orchestration (Kubernetes)
Self-motivated, well-organized and a team player.
Very good in English communication skills, both written and spoken.
offered :
This role is eligible for Creative Tax Incentive scheme in Poland” or KUP (Autorskie Koszty Uzyskania Przychodu)
Work with cutting edge, modern technologies
fantastic & talented people from 60+ countries worldwide
Great coworkers and an international environment
flexible working hours
a great work-life balance
25 paid vacation days
Meal Vouchers
Vision Support
Competitive salary plus bonus
Opportunities to learn, grow and develop company hackathons, technical talks, and trainings
