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NXP Semiconductors
NXP Semiconductors

Leading company in the semiconductor industry

Intern (f/m/d) for Edge AI Model Zoo Optimization Research & Engineering

职能运营
级别实习
地点Munich, Germany
方式现场办公
类型实习
发布1个月前
立即申请

必备技能

Python

Git

Linux

PyTorch

TensorFlow

Machine Learning

Are you fascinated by the evolving landscape of Edge AI and Efficient Generative Architectures running on Edge AI devices and are eager to explore the potential of this technology in real-world scenarios? Do you want to contribute to cutting-edge research and development in optimizing AI workloads while gaining hands-on experience in a high-tech environment? Then join the AI IP and Solutions team at NXP and help shape the future of intelligent systems.

Key responsibilities:

At the AI IP and Solutions team, we are looking for a candidate passionate about Edge AI model optimization methods and their application to edge‑born use cases. You will be part of a team conducting research, innovation, and engineering in the Edge AI domain.

Your work will involve exploring and researching state‑of‑the‑art model compression methods for CNNs and Language Models across different frameworks, and benchmarking their performance, modularity, and integration potential with NXP’s embedded systems.

Your tasks will include but not limited to:

  • Integrate a growing set of Discriminative and Generative Models into our internal Model Zoo.
  • Automate model benchmarking across accuracy, latency, memory footprint, and hardware utilization.
  • Explore and evaluate model optimization techniques on NXP’s embedded systems.
  • Document findings and contribute to internal knowledge bases and tooling.
  • Collaborate with team members to identify promising directions for future development.

Preferred skills:

  • Solid understanding of AI/ML fundamentals, especially CNNs and Generative models (eg., LLMs/VLMs) and experience with libraries such as Py Torch and/or Tensor Flow.
  • Strong hands-on experience with Python and software development best practices (e.g., modular design, testing).
  • Familiarity with model compression techniques, such as Quantization, Pruning, or Knowledge Distillation.
  • Basic knowledge of Linux & Git.
  • Familiarity with RESTful API development and frameworks such as FastAPI, including experience interacting with OpenAI‑compatible inference endpoints.
  • Experience with edge AI deployment (e.g., TFLite, ONNX, Executorch) is a plus.

Your profile:

  • Currently pursuing a master’s degree in computer science, Artificial Intelligence, Machine Learning, or a related field.
  • Strong analytical and problem-solving skills with the ability to work independently.
  • Excellent English communication skills for collaboration with our multinational team across multiple sites.
  • Enthusiastic about exploring new technologies and contributing to impactful AI research.

What NXP Offers:

  • A monthly salary of €2,420.00
  • Flexible working hours
  • The possibility to work in a hybrid setup
  • 2.5 days of vacation per month incase of volutary internship
  • Access to an on-site cafeteria
  • Networking initiatives and Employee Resource Groups such as Young Community, No Extra Planet, NXP Equal, Women in NXP, and more — fostering both professional and personal exchange

Please note:
The successful candidate may/will be responsible for security related tasks.
The assignment may/will be in scope of security certifications, therefore a conscious and reliable way of working is necessary.

More information about NXP in Germany...

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关于NXP Semiconductors

NXP Semiconductors

NXP Semiconductors produces secure connectivity solutions for embedded applications.

10,001+

员工数

Eindhoven

总部位置

$45B

企业估值

评价

10条评价

3.7

10条评价

工作生活平衡

3.5

薪酬

4.0

企业文化

3.8

职业发展

3.2

管理层

3.0

72%

推荐率

优点

Supportive management and colleagues

Innovation and interesting technology

Good work-life balance and flexible hours

缺点

Management issues and poor communication

Limited career advancement and training

Heavy workload and long hours

薪资范围

227个数据点

Junior/L3

Intern

L3

Junior/L3 · Data Scientist

0份报告

$114,000

年薪总额

基本工资

$99,000

股票

-

奖金

$15,000

$96,900

$131,100

面试评价

42条评价

难度

3.1

/ 5

时长

14-28周

录用率

33%

体验

正面 69%

中性 13%

负面 18%

面试流程

1

Phone Screen

2

Technical Interview

3

Hiring Manager

4

Team Fit

常见问题

Technical skills

Past experience

Team collaboration

Problem solving