채용
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...
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NXP Semiconductors 소개
NXP Semiconductors
PublicNXP 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
뉴스 & 버즈
NXP Semiconductors (NASDAQ:NXPI) Rating Lowered to "Strong Sell" at Mizuho - MarketBeat
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News
·
3d ago
Mizuho downgrades NXP Semiconductors stock on auto exposure - Investing.com
Investing.com
News
·
4d ago
Mizuho Securities Maintains NXP Semiconductors(NXPI.US) With Sell Rating, Maintains Target Price $188 - Moomoo
Moomoo
News
·
4d ago
This NXP Semiconductors Analyst Turns Bearish; Here Are Top 5 Downgrades For Friday - Benzinga
Benzinga
News
·
4d ago