Deep Learning Engineer – AI Safety (f/m/div.)
Join to apply for the Deep Learning Engineer – AI Safety (f/m/div.) role at Bosch Portugal
Your contribution to something big:
We are looking for a "Deep Learning Engineer” with knowledge on AI safety topics to:
* Create, optimize and deploy new and innovative Deep Learning architectures based on RGB, LiDAR, Radar (2D and 3D point cloud), and fusion systems;
* Define and develop innovative safety of AI methods and measures, applicable to sensor fusion architectures for Perception in autonomous driving;
* Enthusiastic about AI reliability and/or long-tail learning approaches: Uncertainty Quantification, Model Calibration, Open Set Recognition, Open Set Object Detection, Anomaly/Novelty Detection;
* Join the Research and Innovation team to improve and optimize new solutions;
* Interact with other teams to ensure a connected and sound architectural solution;
* Interact with stakeholders to ensure technical understanding and alignment.
Qualifications:
* MSc or Ph.D. in Computer Science, Machine Learning, Mathematics or related AI field;
* At least 3-5 years of relevant experience in developing, training and evaluating AI methods;
* Strong programming skills in Python;
* Strong background in Digital Signal Processing, Computer Vision, Deep Learning;
* Strong mathematical background (in particular statistics);
* Experience with perception focused tasks, such as 3D Object Detection, Semantic Segmentation and Freespace Detection;
* Familiarity with transformer-based architectures related to perception methods;
* Experience with deep learning frameworks (e.g. TensorFlow/PyTorch);
* Solid technical mindset, teamwork and communication skills;
* Basic understanding of the interplay of hardware, software and algorithm architectures and applications.
Preferred Qualifications and Expertise:
* Familiarity with Anomaly Detection, Uncertainty Quantification, AI safety measures;
* Familiarity with knowledge distillation approaches and Foundation models;
* Familiarity with Ensemble based training methods;
* Experience with technical leading and mentoring others.
Cherry on top (plus):
* Experience with AI model deployment;
* Experience with OpenMMLab framework;
* Familiarity with tracking algorithms;
* Familiarity with ISOs 8800 (road safety), 26262 (Road vehicles – Functional safety) and 21448 (SOTIF).
Work includes:
* Flexible work conditions;
* Hybrid work system;
* Exchange with colleagues around the world;
* Health insurance and medical office on site (psychology and general clinic);
* Training opportunities (e.g., technical training, foreign languages training) & certifications;
* Opportunities for career progression and continuous professional development;
* Access to great discounts in partnerships and Bosch products;
* Sports and health related activities;
* Great access to public transport;
* Free transport from Porto;
* Flexible benefits platform;
* Free parking lot;
* Canteen.
Success stories don’t just happen. They are made... Make it happen! We are looking forward to your application!
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Industrial Machinery Manufacturing
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