AIML Compiler Engineer (fmd)

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 youll join NXPs 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 NXPs 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 NXPs 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 NXPs 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: . 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

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