Phd Candidate Artificial Intelligence Autonomous
vor 2 Monaten
**THE FUTURE IS WHAT WE CREATE WHEN WE TAKE OUR VISIONS TO THE LIMITS.**
**PHD AT THE BMW GROUP.**
We, the BMW Group, offer you an interesting and varied Ph.D. program in the area of Artificial Intelligence for Safety-Constrained Explainable End-to-End Autonomous Driving.
Typically, Autonomous Driving systems are modularly designed, while using human-interpretable interfaces between the different modules. However, this leads to a loss of information and cascading of errors. In contrast, End-to-End systems, holistically trained, help mitigating this issue. Research on End-to-End models, together with important aspects for industrialization such as explainability or safety constraints are the focus of the proposed work.
**What awaits you?**
- Research on state-of-the-art Machine Learning methods in End-to-End models for Autonomous Driving.
- Design of network topologies to embed safety constraints while enabling a high degree of explainability, using multiple sensor modalities as input, such as cameras and radars.
- Benchmarking of the generated models on publicly available research datasets as well as on a large-scale, multimodal BMW proprietary dataset.
- Chance to deploy the models on a specialized SoC for in-vehicle tests.
- Working in an experienced team of software developers and Machine Learning engineers at the Autonomous Driving Campus in Unterschleißheim.
**What should you bring along?**
- You have successfully completed a Master’s Degree in Computer Science, Machine Learning / Artificial Intelligence, or in a related field.
- You have a strong background in Machine Learning, Computer Vision, Low Level Sensor Fusion, and/or explainable models. Previous publications in top conferences are a plus.
- You have very good programming skills in PyTorch / TensorFlow, and you worked with modern programming environment tools such as Docker and Git.
- You can solve problems independently while sharing ideas and working in a team.
- You have very good English and communication skills. Knowledge of German is a plus.
**What do we offer?**
- Comprehensive mentoring & onboarding.
- Personal & professional development.
- Work-Life-Balance & flexible working hours.
- Mobile work.
- Attractive remuneration.
- And many other benefits - see **jobs/benefits**
At the BMW Group, we see diversity and inclusion in all its dimensions as a strength for our teams. Equal opportunities are a particular concern for us, and the equal treatment of applicants and employees is a fundamental principle of our corporate policy. That is why our recruiting decisions are also based on personality, experience and skills.
Find out more about diversity at the BMW Group at **bmwgroup.jobs/diversity**
Earliest starting date: from02/01/2024
Duration: 36 months
Working hours: Full-time
Contact:
BMW Group HR Team
+49 89 382-17001
20240125
Automotive
- München
- Deutschland
Unternehmensbereich:
- BMW AG
Standort:
München
Arbeitsbereich:
Fahrerassistenzsysteme
Job ID:
119201
Veröffentlichungsdatum:
25.01.2024
FullTime
-
Phd Position
vor 1 Tag
Munich, Deutschland Technische Universität München Vollzeit**The Laboratory of Artificial Intelligence and Neuroscience Ethics at the Technical University of Munich headed by Prof. Marcello Ienca is looking for a PhD Position (w/m/d), 100%** **Requirements**: - Good knowledge of written and spoken English - Basic competence (master's degree or similar) in one of the following fields: psychology and neuroscience,...
-
Doctoral (Phd)
vor 4 Wochen
Munich, Deutschland International Max Planck Research School – Biological Intelligence Vollzeit**Doctoral (PhD) Positions (M/F/d) | Biological Intelligence**: Max Planck Institute for Biological Intelligence, Martinsried The International Max Planck Research School - Biological Intelligence (IMPRS-BI), with sites in Martinsried and Seewiesen, has an open call for fully-funded doctoral student positions in the fields of behavior, neurobiology,...
-
Head of Artificial Intelligence
vor 1 Woche
Munich, Deutschland Digital Waffle Vollzeit**Head of Artificial Intelligence**: **Job details**: - Posted 29 May 2024 - Salary €100000 per annum - LocationMunich - Job type Permanent - Discipline Development, Data - ReferencePN-67-2 - Contact NamePoppy Nabbs **Job description**: **Are you a talented engineer passionate about pushing the boundaries of medical technology?** Our client is a...
-
Projektleitung Data Analytics
vor 2 Monaten
Munich, Deutschland TÜV SÜD VollzeitAufgaben Leitung von Projekten zur Entwicklung und Umsetzung von Data Analytics und Artificial Intelligence Modellen und Lösungen für die TÜV SÜD Geschäftsbereiche, insbesondere im Bereich Dokumenten- und Textanalyse unter Nutzung von LLM- / NLP-Ansätzen Steuerung der in den Projekten beteiligten Data Scientists und Einbindung der jeweiligen...
-
PhD/Postdoctoral Researcher
vor 2 Monaten
Munich, Deutschland Technical University of Munich VollzeitPhD/Postdoctoral Researcher (m/f/d) 05.04., Wissenschaftliches Personal You want to develop robotic systems that not just work in the lab but are also released into the wild? You are excited to explore new fields and work in a stimulating research environment? We are looking for an outstanding and highly motivated doctoral or postdoctoral...
-
Projektleitung Data Analytics
vor 2 Wochen
Munich, Deutschland TÜV SÜD AG VollzeitAUFGABENLeitung von Projekten zur Entwicklung und Umsetzung von Data Analytics und Artificial Intelligence Modellen und Lösungen für die TÜV SÜD Geschäftsbereiche, insbesondere im Bereich Dokumenten- und Textanalyse unter Nutzung von LLM- / NLP-AnsätzenSteuerung der in den Projekten beteiligten Data Scientists und Einbindung der jeweiligen Stakeholder,...
-
Munich, Deutschland Technical University of Munich VollzeitPhD position: Physics-based and AI-Driven Spectral Imaging for Brain Surgery 02.05., Wissenschaftliches Personal A PhD position within an EIC Pathfinder Project (HyperProbe) focusing on the development of spectral unmixing approaches for identifying biomarkers of brain activity. The lab for Artificial Intelligence in Medicine (
-
Munich, Deutschland Technical University of Munich VollzeitPhD position: Physics-based and AI-Driven Spectral Imaging for Brain Surgery 02.05., Wissenschaftliches Personal A PhD position within an EIC Pathfinder Project (HyperProbe) focusing on the development of spectral unmixing approaches for identifying biomarkers of brain activity. The lab for Artificial Intelligence in Medicine (
-
Postdoc Position
vor 1 Tag
Munich, Deutschland Technische Universität München Vollzeit**The Laboratory of Artificial Intelligence and Neuroscience Ethics at the Technical University of Munich headed by Prof. Marcello Ienca is looking for a Postdoc Position (w/m/d), 50%** The Laboratory of Artificial Intelligence and Neuroscience Ethics at the Technical University of Munich headed by Prof. Marcello Ienca is looking for an outstanding Postdoc...
-
Munich, Deutschland Programa Mundial de Alimentos Vollzeit. WFP celebrates and embraces diversity. It is committed to the principle of equal employment opportunity for all its employees and encourages qualified candidates to apply irrespective of race, colour, national origin, ethnic or social background, genetic information, gender, gender identity and/or expression, sexual orientation, religion or belief,...
-
Munich, Deutschland Programa Mundial de Alimentos Vollzeit. WFP celebrates and embraces diversity. It is committed to the principle of equal employment opportunity for all its employees and encourages qualified candidates to apply irrespective of race, colour, national origin, ethnic or social background, genetic information, gender, gender identity and/or expression, sexual orientation, religion or belief,...
-
Munich, Deutschland Technical University of Munich VollzeitSoftware engineering PhD position in the area Software&Systems Engineering – CPS / Testing Autonomous Vehicles (TV-L E13, %) 24.01., Wissenschaftliches Personal The chair of software and systems engineering (SSE) has an open position (starting as soon as possible) for a PhD student with skills in the areas of Cyber-Physical Systems/Testing...
-
Munich, Deutschland Technical University of Munich VollzeitSoftware engineering PhD position in the area Software&Systems Engineering – CPS / Testing Autonomous Vehicles (TV-L E13, %) 24.01., Wissenschaftliches Personal The chair of software and systems engineering (SSE) has an open position (starting as soon as possible) for a PhD student with skills in the areas of Cyber-Physical Systems/Testing...
-
Postdoctoral Scientist
Vor 7 Tagen
Munich, Deutschland Technische Universität München Vollzeit**You want to influence future technologies with your own ideas? You want to work in a team on the challenges of autonomous driving and bring autonomous driving to the road? Then this position is just right for you! **About us** In the Autonomous Vehicle Lab, we develop the vehicle of the future with intelligent algorithms and methods. We are involved in...
-
Munich, Deutschland World Food Programme VollzeitABOUT WFP The World Food Programme (WFP) is the leading humanitarian organization saving lives and changing lives, delivering food assistance in emergencies and working with communities to improve nutrition and build resilience. We are currently seeking to fill an Artificial Intelligence and Machine Learning Technical Solutions Consultant position...
-
Munich, Deutschland World Food Programme VollzeitABOUT WFP The World Food Programme (WFP) is the leading humanitarian organization saving lives and changing lives, delivering food assistance in emergencies and working with communities to improve nutrition and build resilience. We are currently seeking to fill an Artificial Intelligence and Machine Learning Technical Solutions Consultant position...
-
Researcher Dependable Perception
vor 2 Wochen
Munich, Deutschland Fraunhofer-Gesellschaft VollzeitSafe Intelligence — this forms the core brand of the **Fraunhofer Institute for Cognitive Systems IKS**. Connected cognitive systems drive innovation in many sectors, for example in autonomous vehicles, medical devices or intelligent automation within industry. They should always take full advantage of the potential offered by artificial intelligence,...
-
Werkstudent Im Bereich Artificial Intelligence
vor 1 Monat
Munich, Deutschland BMW AG VollzeitDIE ZUKUNFT DER MOBILITÄT? DIGITAL. TEILE DEINE LEIDENSCHAFT. Mehr als 90 % aller Innovationen im Automobil basieren auf Elektronik und Software. Gerade hier sind große Freiräume und vernetztes Denken gefordert, um die Mobilität neu zu erfinden und ein völlig neues Fahrerlebnis zu ermöglichen. Deshalb geben wir Studierenden bei uns nicht nur die...
-
Head of Data Science and Artificial Intelligence
vor 1 Woche
Munich, Bayern, Deutschland Project A Ventures VollzeitAbout the Job We're looking for an experienced Head of Data Science and Artificial Intelligence (m/f/d) to join one of our portfolio companies and lead its Data strategies. In your day-to-day work, you'll focus on managing and leading the Data team and get the opportunity to contribute to various projects. Join our portfolio company: A German customer...
-
Munich, Bayern, Deutschland Project A Ventures VollzeitAbout the Job We're looking for an experienced Head of Data Science and Artificial Intelligence (m/f/d) to join one of our portfolio companies and lead its Data strategies. In your day-to-day work, you'll focus on managing and leading the Data team and get the opportunity to contribute to various projects. Join our portfolio company: A German customer...
