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Geospatial Data Science Engineer (6-Month Contract)

Unikie · Tallinn

New
Contrat Senior 🇬🇧 English
Python SQL PostGIS GeoPandas H3 S2 Machine Learning Data Mining AWS GCP Databricks QGIS GDAL GDAL/OGR GEOS SLAM Sensor Fusion

Job description

About the role

Unikie is looking for a Geospatial Data Science Engineer to build the data layer behind its next-generation software-defined electric vehicles. You will turn massive, high-frequency streams of vehicle sensor observations into accurate, dynamic map features used for localization, routing and ADAS. This is a senior role on a six-month contract, with possible extension.

Key responsibilities

  • Design, build and optimise scalable pipelines that ingest, clean and segment billions of daily sensor observations into map features and geometries.
  • Apply data mining and analytics to detect changes such as road closures, new lanes and construction, and design statistical tests to validate map accuracy.
  • Develop algorithms for map matching, trajectory smoothing and sensor fusion to turn noisy probe data into high-fidelity road geometry.
  • Lead the technical design of spatial data systems, with low-latency queries, efficient spatial indexing (H3, S2) and scalable storage of vector and raster map data.
  • Work with embedded software engineers, perception teams and cloud architects to align onboard capabilities with cloud-based mapping platforms.
  • Stay current with big data, computational statistics, machine learning and automated mapping.

Required profile

  • Bachelor's degree in Statistics, Applied Mathematics, Computer Science, Geoinformatics, Robotics or a related quantitative field, with work on computational statistics, data mining, machine learning or spatial optimisation.
  • 8+ years of experience building and maintaining large-scale data processing and predictive systems.
  • Strong statistical foundation and proven ability to design, run and analyse complex data tests.
  • Proven experience with geospatial data, noisy time-series datasets, PostGIS and spatial libraries/indexing systems (H3, S2, GeoPandas).

Required skills

  • Data mining and analytics: regression, classifiers, clustering, association rules, decision trees, Bayesian networks.
  • Python, SQL and shell scripting (familiarity with R or MATLAB).
  • Preferred: crowdsourced map generation, cloud deployment (AWS, GCP, Databricks), open-source tools (Martin, QGIS, GDAL/OGR, GEOS), automotive map standards (NDS, OSM, Lanelet2/HD Maps) and robotics concepts (SLAM, sensor fusion, point clouds).

Questions fréquentes

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Le contrat proposé est un Contrat basé à Tallinn.

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Published 2 days ago

Expires 1 month from now

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Unikie

Tallinn