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Senior AI/ML Data Engineer
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Offer summary

(Summary generated by AI based on the full job description)

The project focuses on Hands Off Urban Driving systems within big data and ML domains using AWS environments. Core technologies include Python (numpy, pandas, scikit-learn, TensorFlow/PyTorch), C++/Rust, and ML CI/CD pipelines. Responsibilities cover designing and implementing ETL and data pipelines, integrating data sources, optimizing data flow, and close collaboration with ML and product development teams.

new

Senior AI/ML Data Engineer

Company: Aptiv

from: 17 July 2026
to: 16 August 2026
salary not specifiedcontract of employment (full-time)
Offer parameters
level:senior
working mode:hybrid
Kraków, Podgórze
Kraków, PodgórzePowstańców Wielkopolskich 13View on map

Requirements

Expected technologies

Python
C++
Rust
TensorFlow
PyTorch
scikit-learn
GitHub
AWS
Azure
pandas
numpy

Optional technologies

Terraform
Airflow
MLflow

Our requirements

  • MSc degree + 4 years of relevant experience in Data Science, Robotics, Computer Science or Related
  • Proficiency in software development, data processing and analysis using Python (numpy, pandas, scikit-learn, TensorFlow/PyTorch/PyTorch Lightning)
  • Strong experience in building and operating CI/CD pipelines for ML (GitHub-based)
  • Strong experience in big data systems, in particular designing and implementing ETL pipelines
  • Hands on experience in preparing data for AI/ML model development
  • Experience in a second programming language like C++ or Rust
  • Experience with cloud services in and at least one of the cloud environments such as AWS, or Azure in a production setup (e.g. AWS Lambda, S3)
  • Experience in design, development, and optimalization of database solutions supporting ML workloads
  • Excellent problem solving, debugging skills and critical thinking mindset
  • Strong communication skills with ability to explain technical concepts clearly
  • Fluent command in spoken and written English

Optional

  • Deep knowledge of AWS cloud infrastructure (e.g. EKS, IoT Core, Terraform)
  • Knowledge with MLOps tools (e.g. Airflow, MLflow) or workflow orchestration
  • Experience in robotic systems: perception, localization, planning, control
  • Knowledge of urban driving edge cases and sensor-heavy ML systems
  • Past experience with L2/L2+/L2++ ADAS or autonomous driving programs
  • Exposure to automotive standards, safety, or validation workflows (e.g., ISO 26262 awareness)

Your responsibilities

  • Design and implement solutions for extracting, transforming and loading data in our cloud data platform
  • Design and implement data quality metrics, clean and organize raw and processed data
  • Implement data pipelines and data processing tools to meet the needs of our data science and analytics initiatives
  • Work with our perception, mapping, behavior and user monitoring experts to streamline and accelerate ML development for next gen systems
  • Integrate data sources and optimize data flow
  • Stay up to date with latest technical concepts, assess their potential and apply to improve our solutions
  • Collaborate with cross-functional teams including engineering, product, and domain experts
  • Document methodologies, assumptions, and outcomes clearly

About the project

At APTIV we shape the future of mobility: we design, develop, and validate systems to improve safety and comfort in vehicles. We are currently looking for candidates to join our data team in the Innovation Engineering group for Hands Off Urban Driving.
This role combines strong data expertise with hands-on data engineering skills, covering the full lifecycle: from data ingestion and processing, through data insights, to deployment within scalable AWS-based environments.
Join us at this exciting moment and take part in the design of a big data system fed and tightly interacting with Aptiv cutting-edge embedded driver assistance and user experience solutions.

Why join us?

You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.
You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.
You have support. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.
Company

What we offer

  • Private health care (Signal Iduna) and Life insurance for you and your beloved ones
  • Well-Being Program that includes regular webinars, workshops, and networking events
  • Hybrid work (min. 47 days/yr of remote work, flexible working hours)
  • Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)
  • Access to sports groups and Multisport card

Benefits

  • private medical care
  • life insurance
  • fruits
  • corporate sports team
  • no dress code
  • coffee / tea
  • parking space for employees
  • leisure zone
  • holiday funds
  • christmas gifts

Recruitment stages

  • 1.
    Application
  • 2.
    CV Review
  • 3.
    Call with Recruiter
  • 4.
    Interview with Manager
  • 5.
    Final decision and feedback
  • 6.
    On-boarding

Aptiv

See How Our Story is Changing Tomorrow
At Aptiv, we tell our story through the power of new mobility — making transportation safer, greener and more connected — and through changing the world for the better with the software capabilities, advanced computing platforms and networking architectures we deliver. Our team believes that the future relies on the work we do, the solutions we develop and the story we’re creating together every day. Discover how you can change what tomorrow means when you combine your story with ours.

This is how we work

Senior AI/ML Data Engineer
I apply to:
Aptiv
Kraków, Podgórze
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