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채용NXP Semiconductors

Lead Machine Learning Software Engineer

NXP Semiconductors

Lead Machine Learning Software Engineer

NXP Semiconductors

Hyderabad

·

On-site

·

Full-time

·

1mo ago

필수 스킬

Machine Learning

Deep Learning

Computer Vision

Signal Processing

C++

Python

TensorFlow

PyTorch

Git

CI/CD

Leadership

Job Title: Lead Machine Learning Software Engineer

Company: NXP Semiconductors Netherlands B.V.

Job Summary:

As a Lead Machine Learning Software Engineer at NXP Semiconductors Netherlands B.V., you will be a key driver in the design, development, and deployment of cutting-edge machine learning solutions for embedded systems. You will lead a team of talented engineers, guiding the architectural decisions and technical execution of ML software that enhances the intelligence and performance of NXP's next-generation semiconductor products.

Job Responsibilities:

  • Lead the entire machine learning software development lifecycle, from concept and research to deployment and ongoing optimization, for embedded platforms.
  • Architect, design, and implement robust, efficient, and scalable machine learning algorithms and models, with a focus on deep learning, computer vision, and signal processing.
  • Drive the technical direction and strategy for ML software development within the team, ensuring alignment with product roadmaps and company objectives.
  • Mentor and provide technical guidance to a team of ML software engineers, fostering a collaborative and innovative development environment.
  • Conduct thorough research and evaluation of new ML techniques, frameworks, and tools to identify opportunities for innovation and improvement.
  • Develop and implement rigorous testing, validation, and deployment strategies for ML models to ensure accuracy, reliability, and security in embedded environments.
  • Contribute to the continuous improvement of development processes, tools, and best practices within the ML software engineering team.
  • Present technical concepts, progress, and results to internal stakeholders and potentially external partners.

Job Qualifications:

  • Master's or Ph.D. in Computer Science, Electrical Engineering, Artificial Intelligence, or a related quantitative field.
  • 8+ years of professional experience in machine learning software development, with a strong focus on embedded systems.
  • Proven experience in leading technical teams or projects, demonstrating strong leadership and mentoring abilities.
  • Expertise in designing, training, and deploying deep learning models (e.g., CNNs, RNNs, Transformers) using frameworks such as Tensor Flow, Py Torch, or similar.
  • Proficiency in programming languages such as C/C++ and Python, with a deep understanding of optimized code for resource-constrained environments.
  • Strong understanding of machine learning principles, algorithms, and data structures.
  • Experience with hardware-aware ML optimization techniques (e.g., quantization, pruning, model compression).
  • Familiarity with various embedded platforms, microcontrollers, and real-time operating systems (RTOS).
  • Experience with version control systems (e.g., Git) and CI/CD pipelines.
  • Excellent problem-solving skills, analytical thinking, and attention to detail.
  • Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams.
  • Ability to work independently and manage multiple priorities in a fast-paced, dynamic environment.

More information about NXP in India...

총 조회수

3

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

NXP Semiconductors 소개

NXP Semiconductors

NXP Semiconductors produces secure connectivity solutions for embedded applications.

10,001+

직원 수

Eindhoven

본사 위치

$45B

기업 가치

리뷰

3.7

10개 리뷰

워라밸

3.8

보상

4.0

문화

4.2

커리어

3.2

경영진

3.0

72%

친구에게 추천

장점

Supportive management and colleagues

Good work-life balance and flexible hours

Innovation and interesting technology projects

단점

Limited career advancement and training opportunities

Management communication and organization issues

Heavy workload and long hours during deadlines

연봉 정보

227개 데이터

Junior/L3

L3

Intern

Junior/L3 · Data Scientist

0개 리포트

$114,000

총 연봉

기본급

$99,000

주식

-

보너스

$15,000

$96,900

$131,100

면접 경험

42개 면접

난이도

3.1

/ 5

소요 기간

14-28주

합격률

33%

경험

긍정 69%

보통 13%

부정 18%

면접 과정

1

Phone Screen

2

Technical Interview

3

Hiring Manager

4

Team Fit

자주 나오는 질문

Technical skills

Past experience

Team collaboration

Problem solving