Senior Applied Scientist (ADAS)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Applied Scientist (ADAS): Designing and implementing scalable algorithms for crowd-sourced vehicle trace processing and HD map construction with an accent on geometric evidence, graph-based optimization, and sensor fusion. Focus on building robust, production-ready pipelines that integrate deterministic optimization methods with modern machine learning techniques to power real-time mapping technologies.
Location: Must be based in Amsterdam, The Netherlands (Hybrid: 2 days/week in office required).
Company
is a global leader in navigation and mapping technology, currently engineering the world's first real-time, intelligent map for autonomous driving and location-based services.
What you will do
- Design and implement scalable algorithms for map-matching, trace clustering, and drift correction using large-scale vehicle data.
- Formulate and solve lane-centerline extraction and topology inference problems using optimization techniques like linear programming and factor graphs.
- Develop hybrid solutions combining deterministic methods with machine learning models such as GNNs and transformers.
- Architect high-performance, production-ready implementations for deployment on cloud platforms.
- Collaborate with cross-functional teams to integrate trace-processing models into map-making pipelines.
- Stay current with state-of-the-art research in SLAM, geospatial deep learning, and map inference.
Requirements
- Master's degree in computer science, robotics, applied mathematics, or a related field.
- 3-4 years of professional experience as a software engineer.
- Strong proficiency in Python; C++ experience is a plus.
- Hands-on experience with optimization-based estimation, including graph optimization and probabilistic state estimation.
- Experience processing large-scale vehicle trajectory data and sensor fusion.
- Knowledge of SLAM pipelines and modern ML applied to geometric or graph problems.
- Experience with cloud platforms like Azure and containerization with Docker.
Culture & Benefits
- Competitive compensation package with a personal development budget.
- Flexible work policy with a hybrid office/home balance.
- Enhanced parental leave and paid leave for caregiving and volunteering.
- Home office setup budget and monthly allowance.
- Access to e-learning resources like O’Reilly and LinkedIn Learning.
- Inclusive global culture with over 80 nationalities represented.
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