AI/ML Compiler Engineer (f/m/d)
NXP Semiconductors
München, Bayern, Deutschland
Internship
$10
OfficeExecutive
NXP Semiconductors
NXP Semiconductors N.V. (NASDAQ: NXPI) provides High Performance Mixed Signal and Standard Product solutions that leverage its leading RF, Analog, Power Management, Interface, Security and Digital Processing expertise. These innovations are used in a wide range of automotive, identification, wireless infrastructure, lighting, industrial, mobile, consumer and computing applications. A global semiconductor company with operations in more than 35 countries, over 45.000 employees and a revenue of over $10 billion.
Department
Are you excited about the latest developments in AI, and you are ready for a new challenge working on AI compiler technologies? Do you want to contribute to “real world” applications and gain experience in the development of innovative ideas? Then join the growing “AI IP and Solutions” Department at NXP.
As a member of the ACE (“AI and Chip Engineering”) organization, you’ll join NXP’s team of specialists to lay the groundwork for product innovation and engineering. Teams within the ACE organization supply the company with the advanced ideas and solutions for products that sense, think, connect, and act – while always collaborating with internal and external stakeholders to meet customer objectives. This role gives you opportunity to enable NXP’s colleagues, customers, and partners to create breakthroughs in Edge AI that advance the world.
The work is performed in the MLIR-Compiler Team, embedded in NXP’s global AI-activities. The “AI IP and Solutions” team is the partner of business lines to identify, develop, benchmark, and enable disruptive Edge AI solutions on NXP-systems. You will be part of an exciting community that works on state-of-the-art technology and beyond.
Responsibilities
Evaluate and develop next generation compiler technology for AI/ML-workloads
Align NXP business line requirements and identify their commonalities for AI/ML-compiler technology
Analyze, adapt and extend the compilation flow of AI/ML-compiler frameworks such as IREE/MLIR and the like with respect to identified requirements
Develop the integration of custom Neural Processing Units (NPUs) into AI/ML-compiler frameworks.
Align the integration of the developed, adapted, and extended compiler frameworks into NXP’s AI tooling.
Communicate and continuously align the development with business line interests and needs
Methodological approach for keeping track of state-of-the-art in the relevant fields
Strong interaction with NXP partners in business lines and central organizations
Your Profile and required competencies
University degree: M.Sc. or PhD in Computer Science / Computer Engineering with significant exposure/involvement with Machine Learning, Edge AI, and Embedded Systems
1+ years of experience in software and hardware engineering in the industry using standard development tools (e.g., git, bitbucket, unit test driven development, using CI/CD, docker, etc.)
·Excellent track record of peer-reviewed publications and contributions to embedded machine learning and Edge AI including hardware/software/algo-co-design
Strong experience in neural processing unit (NPU) design and AI/ML-enabled dedicated processor architecture
Very strong programming skills in C++ and Python
Affinity and experience with embedded processors, software, and machine learning accelerators
Broad experience with Operating systems GNU/Linux, embedded systems, development boards
Capability to work independently and accurately paired with strong critical and analytical thinking