The posting
Company Description
About Bosch Engineering Center Cluj
Since its establishment in 2013, Bosch Engineering Center Cluj plays an essential role in the current transformation of the mobility sector. Through its extensive expertise in software, hardware & mechanical engineering, reliability engineering, as well as sales planning, the center contributes to the development of innovative products and services based on artificial intelligence (AI) applied in the fields of automated driving, electric and connected mobility. Thanks to the diverse professional and personal development opportunities, flexible working conditions, modern offices and laboratories in Cluj-Napoca, Jucu, Bucharest and Sibiu, we are one of the most desired employers among engineers and IT professionals in Romania.
Our promise to our colleagues is rock-solid: we grow together, we enjoy our work, and inspire each other. Join us and see the difference.
Work LikeABosch
Job Description
We are looking for a passionate student to help us bring AI solutions to life on dedicated embedded HW, for ADAS use cases targeting mobile platforms such as passenger cars, trucks or motorcycles.
In this role you will:
- Develop / update / maintain various AI / Computer vision component runnables and associated logic, with synchronous / asynchronous behavior and serial / parallel (multi) threading logic
- Develop / update / maintain various AI “glue” code for inference / post-processing of AI models / CV algos, as well as (inter)dependencies to other parts of the bigger system (incl. non-ML parts)
- Generate and analyze performance of various AI models / CV algos in terms of semantic KPIs using various metrics, on various datasets
- Test and analyze performance of various AI models / CV algos in terms of HW efficiency KPIs (e.g. runtime / bandwidth / overall load), both in the form of individual components as well as full system
- Integrate model binaries in different production environments, ranging from C++ SW resimulation / target HW to Azure cloud pipelines
- Deploy various neural networks / AI models (Vision / Language / etc.) on selected SoCs by using dedicated tools to generate executable model binaries
- Understand and apply different optimization methods to improve HW efficiency and overall system stability
Technology stack
- C++
- Python
- Pytorch
- OpenVX / OpenCL
- Version source control (e.g. Git, Bitbucket)
- OpenCV
- Docker
- Visual Studio
- Linux
Qualifications
- AI/Machine Learning/Deep Learning
- Algorithms and Data structures
- Embedded programming in real-time environments
- HW / compute architectures
- Data Visualization
- Data preprocessing
- Signal Processing
- Object Oriented Programming
- Operating systems
- Multi-threading
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.
