Senior Applied Scientist - ADAS ImageX
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Role details
Tech stack
Job description
- Design and build image processing pipelines - combining machine learning and traditional computer vision - that turn raw sensor data into map-ready imagery products
- Work across remote sensing data types: aerial and satellite imagery, aerial lidar, and digital elevation models (DEM, DTM, DSM)
- Extract map information from street-level and aerial imagery
- Process and reconstruct 3D scenes from lidar point clouds
- Build batch ETL workflows on Azure and AWS that scale to world-scale compute
- Read the latest research and adapt it to our data and problems, turning promising results into tools that measurably improve map quality
Requirements
- Significant experience in image processing, computer vision or remote sensing, including shipping production systems
- Strong Python skills, with hands-on experience in OpenCV
- Experience working with lidar or point cloud data in 3D
- Experience running batch processing workflows in the cloud (Azure Batch or similar)
- A track record of reading research papers and turning them into working solutions on real, messy data
- Comfort operating at global scale, where âedge casesâ show up by the millions, * Experience generating DEM/DTM/DSM products
- Background in photogrammetry or 3D reconstruction
- Publications or open-source contributions in computer vision or remote sensing
Benefits & conditions
A competitive compensation package, of course. Time and resources to grow and develop, including a personal development budget and paid leave for learning days, as well as paid access to e-learning resources such as OâReilly and LinkedIn Learning. Time to support life outside of work, with enhanced parental leave plus paid leave to care for loved ones and volunteer in local communities.
About the company
Work flexibility, where TomTomâers, in agreement with their manager and team, use both the office and home to focus, collaborate, learn and socialize. Itâs all about getting the best out of both worlds - we ask TomTomâers to come to the office two days a week, and the remaining three are free to be worked in either location. Improve your home office with a setup budget and get extra support with a monthly allowance. Enjoy options to work from your home country and abroad for a set number of days each year, to visit family and friends, or to simply explore the world weâre mapping. Take the holidays you want with a competitive holiday plan, plus an extra day off to celebrate your birthday. Join annual events like our Hackathon and DevDays to bring your ideas to life with talented teammates from around the world. Become a part of our inclusive global culture and have the chance to collaborate with a diverse community - we have over 80 nationalities at TomTom! Find out more about our global benefits and enjoy additional local benefits tailored to your location. Meet your team We are the ADAS & ADS Product Unit, leading the production of TomTomâs HD maps and ADAS technology. In a diverse team of applied scientists, engineers, data scientists, and more, equipped with a broad array of expertise, youâll collaborate on groundbreaking location-based technologies and applications. More specifically, youâll be at the forefront of the creation of advanced HD maps. Youâll also help update these in real-time, ensuring our maps are pushing the world forward instantly. These maps will then go on to empower the largest car manufacturers, transportation giants, and major tech companies around the world.
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