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AI ML Engineer

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Aptiv

2mo ago

  • Job
    Full-time
    Senior Level
  • Data
    Software Engineering
  • Quick Apply

AI generated summary

  • You must have a Master's/PhD in a related field, 5+ years of experience, strong Python skills, object detection expertise, knowledge of ML frameworks, Docker, Git, and excellent communication skills.
  • You will develop ML algorithms, write efficient software, improve workflows, file patents, collaborate in Agile teams, and enhance CI/CD platforms while debugging and troubleshooting issues.

Requirements

  • Master's degree 5+ years of relevant experience or PhD degree in computer science, electrical engineering or related field
  • Hands-on experience building 2D or 3D object detection and/or tracking models
  • Strong software development skills in Python. You have a passion for clean, well-tested, and documented code. Knowledge in Rust is a plus.
  • Deep understanding of artificial intelligence, model building and evaluation
  • Expert knowledge in at least one common ML framework ( PyTorch, Tensorflow …)
  • Practical experience with Docker, version control systems (Git), and code review tools (Gerrit, Gitlab, Bitbucket).
  • Self-reliant way of working and passion for learning about new technologies.
  • Fluent in English. Excellent written and verbal communication skills & good interpersonal skills

Responsibilities

  • Developing advanced machine learning algorithms for automotive exterior sensing from early prototype to platform integration ready.
  • Relevant algorithmic problems include object detection and tracking, classification, segmentation, SLAM & structure-from-motion, Kalman filtering, & 3D reconstruction.
  • Writing high quality, tested and efficient software in Python/Rust for our AI/ML SW Stack
  • Defining continuously improving machine learning workflows based on best practices in the industry and establishing it within the team
  • Filing patent applications to strengthen the Aptiv IP footprint
  • Working in an Agile SW development team (SCRUM)
  • Work closely with Architects and Developers to concept and design auto scaling solutions across the world.
  • Be part of Development and Operations and help building and enhancing a new groundbreaking CI/CD platform hosted in multiple clouds.
  • Participate in technical discussions with our Agile team.
  • Follow coding standards and guidelines in SW development process
  • Debugging, Troubleshooting and fixing bugs.

FAQs

What is the role of an AI ML Engineer at Aptiv?

The AI ML Engineer at Aptiv is responsible for developing advanced machine learning algorithms for automotive sensing, working on object detection, tracking, classification, SLAM, and other related areas. They will also write high-quality software, define ML workflows, and participate in Agile development practices.

What qualifications do I need to apply for this position?

Candidates should have a Master's degree with 5+ years of experience, or a PhD in computer science, electrical engineering, or a related field. Hands-on experience with object detection and strong software skills in Python are essential.

Is experience in other programming languages required?

While strong software development skills in Python are required, knowledge of Rust is a plus but not mandatory.

What machine learning frameworks should I be familiar with?

Candidates should have expert knowledge in at least one common ML framework, such as PyTorch or TensorFlow.

Will I be required to work in an Agile environment?

Yes, the role requires participation in an Agile software development team, specifically following SCRUM methodologies.

Do I need to have experience with Docker and version control systems?

Yes, practical experience with Docker, Git, and code review tools (such as Gerrit, Gitlab, or Bitbucket) is required.

What are the key responsibilities of this job?

Key responsibilities include developing ML algorithms, writing efficient software, defining ML workflows, debugging, working closely with architects and developers, and participating in technical discussions.

Are there opportunities for professional development?

Yes, Aptiv offers higher education opportunities through platforms like Udacity, Udemy, and Coursera for continuous growth and development.

What benefits does Aptiv provide?

Benefits include hybrid and flexible working hours, life and accident insurance, Sodexo cards for food, well-being programs, fitness club access, and a crèche facility for working parents.

How does Aptiv ensure an inclusive work environment?

Aptiv is committed to creating an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity, or beliefs, and practices equal employment opportunities.

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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