Sr Data Scientist
2 tygodni temu
What's the role?
Traffic Data Science is part of HERE Technologies, a global leader in mapping and location technology with over 40 years of experience. The team collects and analyzes traffic data from billions of GPS signals, vehicle sensors, and live incident reports. This produces accurate, real-time information about traffic flow, road conditions, and incidents.
The team uses big data and analytics to improve mobility, safety, and travel efficiency. Their predictive traffic models and live updates help reduce congestion and prevent accidents. These tools support drivers, city planners, and businesses in making data-driven decisions for smoother travel.
HERE Traffic Data Science turns raw data into clear insights that make transportation safer and more efficient. The work aligns with HERE's mission to deliver a live, connected map and reliable location services to customers worldwide.
About the Role:
We're seeking a Senior Data Scientist to strengthen our mapping and traffic intelligence platform. You'll build and deploy machine learning models that interpret real-world mobility data, improve routing accuracy, and predict traffic dynamics. Your work will directly enhance navigation, traffic forecasting, and map quality systems used by millions of users.
Key Responsibilities:
- Design, train, and deploy ML models for traffic prediction, routing, and congestion detection
- Analyze large-scale geospatial datasets from GPS, connected vehicles, and public traffic sources
- Develop map-matching, road segmentation, and anomaly detection algorithms
- Build scalable data pipelines for spatial and temporal data ingestion and cleaning
- Optimize model performance and accuracy through experimentation and feature engineering
- Partner with product and engineering teams to integrate models into mapping and analytics systems
- Communicate findings and recommendations to technical and business stakeholders
Who are you?
Required Qualifications:
- Master's in Data Science, Computer Science, Transportation Engineering, or related field
- Experience in applied machine learning or data science
- Strong proficiency in Python and SQL
- Hands-on experience with ML frameworks (scikit-learn, PyTorch, TensorFlow)
- Experience working with geospatial libraries (GeoPandas, Shapely, GDAL) and spatial databases (PostGIS, BigQuery GIS)
- Solid understanding of spatial statistics, time-series modeling, and routing algorithms
- Familiarity with distributed data tools (Spark, Databricks) and cloud platforms (AWS, GCP, or Azure)
Preferred Qualifications:
- Experience with traffic simulations (SUMO, MATSim) or transportation optimization
- Background in navigation, mobility platforms, or smart city analytics
- Familiarity with visualization and mapping tools , , Mapbox, Power BI)
- Experience operationalizing ML models in production environments
What You'll Bring:
- Strong machine learning and analytical skills
- Curiosity about how real-world movement can be modeled and predicted
- Clear communication and an ability to deliver actionable insights
What we offer:
- The opportunity to tackle meaningful and challenging problems
- A chance to continuously learn and stay on top of the latest technology trends
- Work that has real-world impact, shaping the future of mobility and technology
- Regular feedback to help you grow and succeed in your role
- A collaborative and supportive team environment where your contributions are valued
- A great work-life balance
- Hybrid or remote model of work
- Flexible working hours
- Competitive salary plus bonus
- This role is eligible for Creative Tax Incentive scheme in Poland" or KUP (Autorskie Koszty Uzyskania Przychodu)
- B2B contract possible
Change is HERE. Apply Now.
#LI-AK8 #LI-REMOTE
Life at HERE in Poland comes with a competitive total rewards package designed to support your health, wellbeing, and performance. This includes a base salary, a Short-Term Incentive (STI) bonus (percentage based on role), a creative tax advantage for eligible positions, private medical care (including dental), life insurance, a meal allowance, vision reimbursement, a remote work allowance (if applicable), access to MyBenefit and Multisport programs, and various wellbeing initiatives. Paid time off, sick leave, and parental leave are provided in accordance with the Polish Labor Code.
As part of HERE Technologies employment process, candidates will be required to successfully complete a pre-employment screening process. This offer and any related claims are subject to the successful completion of a pre-employment screening. This will involve employment, education, and criminal verification if applicable.
HERE is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.
Who are we?
HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes – from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.
At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people's lives. If you are inspired by an open world and driven to create positive change, join us. Learn more about us on our YouTube Channel.
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