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Scania

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Scania
12 views 5 days ago

Master thesis - Embodiment-Aware Autonomous Driving Policies with Deep Learning

Open 26d Europe
Sweden

A 20-week master's thesis (30 credits, 1-2 students, starting January 2027) at Scania/TRATON R&D in Södertälje, Sweden. The student develops deep-learning driving policies using imitation learning and embodiment conditioning, exploring transfer from passenger-vehicle data to heavy-duty truck configurations and multi-vehicle training frameworks.

Deep Learning Transformers
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Scania
10 views 5 days ago

Development of Advance Emission Control using Machine Learning in SiL Environment

Open 22d Europe
Sweden

Master's thesis at Scania in Södertälje: develop and evaluate an AI/ML-based closed-loop SCR emission-control methodology, using test and Software-in-the-Loop data and benchmarking the trained model against a reference SCR controller in the VTAB virtual truck powertrain environment.

AI Machine Learning
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Scania
10 views 5 days ago

30 hp Master Thesis: PhysicsAI versus Design of Experiments

Open 21d Europe
Sweden

A 20-week master thesis at Scania in Södertälje comparing AI-based design optimization (geometric deep learning in PhysicsAI) against traditional Design of Experiments/adjoint methods, applied to a fan installation using CFD simulations in STAR-CCM+. Work involves Python scripting, Windows/Linux environments, and running simulations on HPC clusters.

AI Cfd Deep Learning Design of Experiments (DOE) Linux +2 skills
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Scania
10 views 5 days ago

Senior Embedded Systems Engineer - Automotive

Open 17d EuropeSenior
Sweden

Senior system engineer in Scania's Special Vehicles division (Södertälje, Sweden), turning defence and special-customer requirements into the vehicle electronic architecture and developing/adapting embedded C/C++ software across the full vehicle lifecycle. Key tech: embedded C (MISRA), ISO 21434 cybersecurity, ISO 26262 functional safety.

C C++ Cybersecurity Embedded Software Embedded Systems +2 skills
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