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CV Algorithm Engineer (f/m/d)

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Aptiv

1mo ago

  • Job
    Full-time
    Junior Level
  • Data
    IT & Cybersecurity
  • Wuppertal
  • Quick Apply

AI generated summary

  • You need a Master's in CS or related field, 2+ years in image processing, strong C++/Python skills, Linux experience, AI knowledge, and familiarity with ML frameworks and large datasets.
  • You will develop and integrate Computer Vision algorithms for in-cabin sensing, write efficient C++ software, file patents, and collaborate in an Agile SCRUM team.

Requirements

  • Required Qualifications:
  • Master's degree in computer science or related field with specialization on Machine Learning, Deep Learning, Computer Vision, or Autonomous Systems
  • Strong theoretical and practical background in image processing, computer vision, and multi-view geometry with minimum two years relevant work experience
  • Strong software development skills in both C++ and Python. You have a passion for clean, well-tested, and documented code.
  • Practical experience with Linux, version control systems (e.g. Git, DVC), build systems (Make, CMake, Autotools) and code review tools (Gerrit, Gitlab, Bitbucket)
  • Fluent in English. Excellent written and verbal communication skills & good interpersonal skills
  • Preferred Qualifications:
  • Solid theoretical understanding of artificial intelligence, neural network architectures, model building and evaluation
  • Practical experience in using at least one common ML framework (e.g. PyTorch, Tensorflow)
  • Experience working with large scale datasets

Responsibilities

  • Developing advanced Computer Vision algorithms for automotive interior (in-cabin) sensing from early prototype to production grade solution
  • Relevant algorithmic problems include image pre-processing, camera calibration, 3D pose estimation from 2D images, and 3D scene reconstruction from multi view geometry.
  • Integrating Computer Vision modules with vision-based Machine Learning modules, and combining the outputs for specific applications
  • Writing high quality, tested and efficient software in C++ for our Interior Sensing SW Stack
  • Filing patent applications to strengthen the Aptiv IP footprint
  • Working in an Agile SW development team (SCRUM)

FAQs

What is the role of a CV Algorithm Engineer at Aptiv?

A CV Algorithm Engineer at Aptiv is responsible for developing advanced computer vision algorithms for automotive interior sensing, integrating these algorithms with machine learning modules, and writing efficient software for our interior sensing software stack.

What qualifications are required for this position?

A Master's degree in computer science or a related field with a specialization in Machine Learning, Deep Learning, Computer Vision, or Autonomous Systems is required, along with a strong background in image processing and a minimum of two years of relevant work experience.

What programming languages should I be proficient in?

You should have strong software development skills in both C++ and Python.

Is this position suitable for recent graduates?

This position requires a minimum of two years of relevant work experience, so it may not be suitable for recent graduates without prior experience.

What type of work environment does Aptiv offer?

Aptiv offers a flexible work environment and encourages professional growth and development in a world-recognized international setting.

What are the preferred qualifications for the CV Algorithm Engineer position?

Preferred qualifications include a solid understanding of artificial intelligence and neural network architectures, practical experience with common ML frameworks like PyTorch or TensorFlow, and experience working with large-scale datasets.

How does Aptiv support employee growth?

Aptiv provides access to internal and external training, coaching, and certifications to promote learning and professional development.

What is the company’s stance on diversity and inclusion?

Aptiv fosters an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity, or beliefs.

Are there opportunities for innovation in this role?

Yes, there are opportunities to file patent applications to strengthen Aptiv's IP footprint, highlighting the emphasis on innovation.

How does Aptiv contribute to community welfare?

Aptiv offers opportunities for employees to give back to the community, reflecting its commitment to social responsibility.

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Aptiv

A global technology company that develops safer, greener and more connected solutions enabling the future of mobility.

Automotive
Industry
10,001+
Employees
1994
Founded Year

Mission & Purpose

As the only provider of an integrated vehicle brain and nervous system, Aptiv works with our customers to create software-defined vehicles and solve mobility’s toughest challenges in autonomous driving, vehicle electrification, advanced safety, and much more. We believe that mobility has the power to change the world.

Culture & Values

  • Play to Win

  • One Team

  • Think and Act Like Owners

  • Act with Urgency

  • Passion for Results

  • Operate with Results