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IP Architect RADAR Machine Learning (f/m/d)

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NXP Semiconductors

Jul 30, 2024

  • Job
    Full-time
    Entry Level
  • Munich
  • Quick Apply

AI generated summary

  • You should have expertise in IP architecture, RADAR systems, and machine learning, with strong analytical skills and experience in semiconductor technologies.
  • You will design and develop IP architectures for RADAR systems leveraging machine learning techniques, ensuring optimal performance and integration in semiconductor applications.

Requirements

  • Skills
  • Superior expertise to translate high level requirements to IP solutions for micro-chips
  • Excellent verbal and written communication skill spanning technical contributors, business stakeholders and customers
  • Being able to present complex technical topics in a structured and clear fashion for an audience with different knowledge levels
  • Collaborate seamlessly within and across distributed teams on next generation devices and accelerators
  • Comfortable working with the variance and ambiguity inherent in implementing new technologies
  • Professional working proficiency in English
  • German language is a plus
  • Willingness to travel worldwide
  • Experience
  • 5+ years of experience in semiconductor design/verification or systems engineering domain
  • Deep understanding of machine learning approaches and the tooling and languages used for mapping of machine learning networks on design IP
  • Ideally prior experience with RADAR sensor systems in the automotive domain
  • Solid expertise working with MATLAB and C++ programming languages
  • Profound knowledge of IP modelling and embedded HW/SW co-design
  • Familiar with requirements documentation systems such as Doors
  • Background of developing functional safety applications beneficial
  • Education
  • Master or Bachelor degree in Electrical or Computer Engineering, Mathematics, Computer Science, or similar required with an advanced degree

Responsibilities

  • Work with our algorithm experts and design engineers in order to define innovative IP with focus on machine learning to be integrated in the next generation of RADAR products for ADAS applications
  • Develop the IP concept, write an IP specification in our requirements management system, agree the feature set with the design team and oversee the implementation for fulfilment of requirements
  • Collaborate with product architects and design leads on integration concepts for the IP and to define system level data flows
  • Align major target performance indicators of the IP with product requirements and define reference use cases for performance analysis and perform benchmarks for internal and customer use
  • Propose and drive an IP roadmap and represent it in front of marketing and product architect team
  • Drive modelling activities and implement reference models to be used for design verification and for benchmarking of customer use cases
  • Provide design win support with IP benchmarks, customer presentations and by responding to customer RFI/RFQs
  • Work on proposals for performance improvement, device cost optimization and reduction of power consumption
  • Develop technical collateral for internal and customer use (e.g. application notes, data sheets, engineering bulletins, customer presentations)

FAQs

What is the role of an IP Architect RADAR Machine Learning at NXP?**

The IP Architect RADAR Machine Learning will take a technical leadership role in transforming algorithm level explorations into embedded hardware/software solutions for micro-processor products, focusing on machine learning for automotive RADAR applications. **Question: What qualifications are required for this position?** Answer: Candidates should have a Master's or Bachelor's degree in Electrical or Computer Engineering, Mathematics, Computer Science, or a similar field. An advanced degree is preferred. **Question: What kind of experience is needed for the job?** Answer: Applicants should have 5+ years of experience in semiconductor design/verification or systems engineering, a deep understanding of machine learning approaches, and ideally prior experience with RADAR sensor systems in the automotive domain. **Question: What are the main responsibilities of the IP Architect in this role?** Answer: Responsibilities include defining innovative IP with a focus on machine learning, developing IP concepts, overseeing implementation, collaborating on integration concepts, aligning performance indicators, driving the IP roadmap, providing design win support, and creating technical collateral. **Question: What skills are important for this position?** Answer: Important skills include the ability to translate high-level requirements into IP solutions, excellent communication skills, a structured approach to presenting technical topics, collaboration across teams, and proficiency in English. Knowledge of the German language is a plus. **Question: Is travel required for this job?** Answer: Yes, the position requires a willingness to travel worldwide. **Question: What technical tools or languages should candidates be familiar with?** Answer: Candidates should be proficient in MATLAB and C++, have experience with IP modeling and embedded hardware/software co-design, and be familiar with requirements documentation systems such as Doors. **Question: Does NXP provide any additional benefits for this position?** Answer: Yes, NXP offers an attractive compensation package that includes a pension plan, flexible working hours, investment in employee future, and a supportive team environment. **Question: How does NXP contribute to the automotive industry?** Answer: NXP is a world market leader in innovative microchips, which are integral to various applications in the automotive sector, including ADAS (Advanced Driver Assistance Systems), making vehicles safer and more efficient. **Question: What is the focus of the IP Architect's work within the team?** Answer: The focus is on guiding the organization in developing new creative automotive RADAR solutions using the latest application processors, especially in relation to machine learning integration.

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NXP Semiconductors

Secure Connections for a Smarter World.

Manufacturing & Electronics
Industry
10,001+
Employees
2006
Founded Year

Mission & Purpose

NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer and more sustainable world through innovation. As a world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. Built on more than 60 years of combined experience and expertise, the company has approximately 31,000 employees in more than 30 countries and posted revenue of $11.06 billion in 2021.