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求人NXP Semiconductors

Lead Machine Learning Software Engineer

NXP Semiconductors

Lead Machine Learning Software Engineer

NXP Semiconductors

Hyderabad

·

On-site

·

Full-time

·

1mo ago

必須スキル

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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3

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0

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0

スクラップ

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NXP Semiconductorsについて

NXP Semiconductors

NXP Semiconductors produces secure connectivity solutions for embedded applications.

10,001+

従業員数

Eindhoven

本社所在地

$45B

企業価値

レビュー

3.7

10件のレビュー

ワークライフバランス

3.8

報酬

4.0

企業文化

4.2

キャリア

3.2

経営陣

3.0

72%

友人に勧める

良い点

Supportive management and colleagues

Good work-life balance and flexible hours

Innovation and interesting technology projects

改善点

Limited career advancement and training opportunities

Management communication and organization issues

Heavy workload and long hours during deadlines

給与レンジ

227件のデータ

Junior/L3

L3

Intern

Junior/L3 · Data Scientist

0件のレポート

$114,000

年収総額

基本給

$99,000

ストック

-

ボーナス

$15,000

$96,900

$131,100

面接体験

42件の面接

難易度

3.1

/ 5

期間

14-28週間

内定率

33%

体験

ポジティブ 69%

普通 13%

ネガティブ 18%

面接プロセス

1

Phone Screen

2

Technical Interview

3

Hiring Manager

4

Team Fit

よくある質問

Technical skills

Past experience

Team collaboration

Problem solving