Intern (F/m/d) - Safety Analysis for Neural Network
vor 7 Monaten
**Overview**:
Are you energetic, highly motivated and eager to learn new things? Looking for a role that will comprehensive insight into how AI algorithms are used in automotive. The central Safety department, based in Munich, responsible for the functional safety of the Hardware and Software NXP components is looking for a 6 months internship to work on automotive functional safety topic in the context of a Neural Network accelerator usage.
The increasing number of advanced driving functions and the future perspective of autonomous vehicles strengthen the need of Machine Learning. There is an increased focus on ensuring that the hardware in which AI runs is robust and does not introduce faults into the functions. Functional safety is an emerging topic with regards to AI, in which the required ASIL will likely be “D.” (automotive standard ISO26262).
**Your tasks**
The capabilities of the existing MCU to execute algorithms on alternative hardware paths are coming with additional costs like, performance penalties, run time increase larger memory footprint. The goal of the internship is to identify in a given architecture, e.g. a simple MCU with AI accelerator features, the SW capabilities and limitations to sustain a functional safety architecture.
- Identify Failure Modes and their effects on the accelerators functions and subfunctions and define software measure to detect and report them
- Analyze the SW overhead to implement the SW measures as well as the limitations and the applicability of the SW measures
- Identify Failure modes which may not be covered only by SW and define the HW complementary features
- Using embedded C, C and C++ to implemented the identified SW measures
- Analyzing the results and identifying weaknesses, limits and proposals for improvements
**Education and Requirements**:
- Education/studies: Master student of electronics, embedded system, or informatics
- Good embedded C and C/C++ programming skills
- Basic knowledge of digital architecture
- Good written and verbal communication/presentation skills in English, German is a plus
More information about NXP in Germany...
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