Working student Deep Learning & Data Science

Job Description

We are looking for a passionate student to help us develop state-of-the-art AI solutions for ADAS use cases, targeting mobile platforms such as passenger cars, trucks or motorcycles.

In this role you will:

• Design and train neural networks (e.g. vision / radar / lidar / language / multi-modal) for various ADAS use-cases such as object detection, lane detection, scene classifiers, path planning, etc.
• Design / update / maintain various “classical” 2D/3D (i.e. rule-based) computer vision algorithms
• Test and evaluate semantic KPI performance as well as HW efficiency of trained networks / CV algorithms
• Implement and test various visualization (2D/3D) methods to analyze performance of CV/AI algorithms
• Work with Cloud pipelines for model training and real-time target environments for model deployment
• Contribute to various parts of the data lifecycle, ranging from data ingestion, to selection, curation and preparation for training/evaluation

Technology stack:

• Python (and most used ML libraries)
• Pytorch
• Azure
• Databricks
• Version source control (e.g. Git, Bitbucket)
• OpenCV
• C++
• CUDA
• Matlab
• Docker
• Visual Studio
• Linux
• Unity & Blender
• C#

Qualifications

• AI/Machine Learning/Deep Learning;
• Algorithms and Data structures;
• Embedded programming in real-time environments;
• Data Visualization;
• Data preprocessing;
• Image / Signal Processing;
• Object Oriented Programming;
• Probability theory & Statistics;
• 2D & 3D Geometry;
• Logical and Analytical thinking.

Nice to have:

• Currently in the final year of a Bachelor's degree or the first year of a Master's degree in a relevant field.

The languages you should know:

• English – a good level is mandatory.

Additional Information

LikeABosch Benefits:

Your work-life balance is valuable to us, so we offer you:

• 25 Days of annual leave , because work-life balance is essential to us;
• Flexible working hours.

Your health and well-being is important to us, so we have you covered:

• Medical subscription;
• Accident insurance;
• Sport activities and well-being initiatives.

We believe in a Life-Long Learning approach, so you can take advantage of:

• Technical and soft skills trainings;
• Access to e-learning platforms;
• Local and Global career development programs;
• Opportunity to attend conferences;
• Bookster subscription.

You will be part of a product company . You will contribute to developing end-to-end products that are delivered to Global OEMs.

On top of these, we are offering:

• A monthly budget which can be used for several different services on an online benefit platform;
• Annual bonus;
• Lunch discounts.

Ready to work LikeABosch ?

We live by our values, have an open feedback culture and there is plenty of room for innovative ideas. All because a team is only as valuable as its members.