Doktorand PhD Position in Active Learning for Self-Driving Cars (w/m/x)

Jobangebot - Doktorand PhD Position in Active Learning for Self-Driving Cars (w/m/x)

• Beschäftigungsart:	Studium/Promotion
  Arbeitgeber:	BMW Group Firmenprofil
  Jobdatum:	12. März 2021
  Fachbereiche:	Informatik: Informatik
  Einsatzort:	München; Bayern Map zeigen

  Connecticum Job-Nr. 1360466 / 13353

  Doktorand PhD Position in Active Learning for Self-Driving Cars (w/m/x) BMW AG Active Learning for Self-Driving Cars: An intelligent Learning Strategy for Data-Efficient Development of Autonomous Driving   Was erwartet dich? You develop Machine Learning-based approaches for active learning in the context of environmental models and objectives in autonomous driving. You are responsible for developing strategies to query training samples by uncertainty measurements and other effective metrics. Investigate efficient methods for training and fine-tuning of deep learning models under application of Active Learning. Define quality control measures and identify the influence of human factors. Evaluate performance gains and applicability in a real-world production setting.  Your tasks are crucial to establish data-efficient development processes targeting challenges in the exciting field of autonomous driving.   Was bringst du mit?   Strong knowledge of Machine Learning, as well as Python and common Deep Learning libraries such as Tensorflow or PyTorch. Previous academic research on similar topics and knowledge in Active Learning and scaling of Deep Learning frameworks on computing clusters are a plus. Master’s degree in Computer Science or equivalent   Du bringst Begeisterung für neue Technologien und ein innovatives Umfeld mit? Bewirb dich jetzt!               Doktorand PhD Position in Active Learning for Self-Driving Cars (w/m/x) Geschäftsbereich: BMW AG Standort: München Stellenreferenz: 13353 Automotive BEWERBEN