One key technology forfurther pushing the boundaries of advanced driver assistance systems andautonomous driving ismachine learning / artificial intelligence (AI).
We are searching fortalentedstudentswhobring in new ideas andhelp to develop our next generationofAIalgorithms.
We are developing algorithms which, based on camera, lidarand radar sensor data,canunderstand complex driving scenarios(e.
g.crowded multi-lane highways, inner cities),anticipatethebehavior of otherroad users(e.g.pedestrian crossing the road, vehicle changing the lane or taking a turn) and finallymakesafeand comfortabledrivingdecisions.
If you are looking for an interesting topic for your master’s thesis and want it to be close to the industry and real-world applications, please get in touch! We also offer PhD positionssubsequent toa successful master’s thesis.
Your Tasks and Potential Topics for a Master Thesis
In general : Supportusintopics related to machine learning / artificial intelligence, i.e.algorithm development, datapreparation andprocessingin Python, neural network training, deployment of neural networks for real-time execution, visualization of results, generation of performance statisticsetc.
Exampletopic1 : Modifyan existing approach for dynamic occupancy grid-based traffic scene predictionusing precise maps and localizationtowork with a perception only system (no maps but camera and radar)
Exampletopic2 : Classify movement state of pedestrians (standing, walking, running) based on body key point detectionas an additional input to the prediction system
Example topic 3 : Road model fusion based on camera-based lane recognition, vehicle detection and radar-based guard rail detection
You have practicalexperience withat least one ML framework likeTensorflow,Keras, Caffe,PyTorch, fast.aietc.
Youareable toprogram self-reliantinC / C++and / orPython.
You have good Englishskills,Germanskills would beaplus
You arelooking for a challenging task and like tobe part ofa team
6-10months of master thesis in the area of R&D for automated driving
Opportunity applicable only for students enrolled at a German university and have to do a Master Thesis as part of their curriculum (evidence required)
Some See Differences. We See Perspectives that Make Us Stronger.
Diversity and Inclusion are sources of innovation and creativity, both of which are essential to Aptiv’s success. Everyday our diverse team comes together, drives innovation, pursues solutions, and meets challenges using their unique abilities, perspectives and talents, changing what tomorrow brings.
When you join our team, you’ll get encouraged to think boldly, express your viewpoint and innovate as a matter of habit.
Some See Technology. We See a Way to Make Connections.
At Aptiv, we don’t just see the world differently; we work to change reality. That means developing technology that rewrites the rules of what’s possible in the pursuit of making transportation safer, greener and more connected.
Today there are more than 180,000 of us globally, located in 44 countries, and united by one mission. Join the movement and together, let’s change tomorrow.
Are you interested? Awesome!
Please include your CV and a current overview of courses taken in your Bachelors and Masters degree and an overview of the respective grades in your application.
Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.