Machine Learning Algorithm Engineer
Aptiv Contract Services Sweden AB / Maskiningenjörsjobb / Göteborg
2025-01-09
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hela Sverige Aptiv's Tech Center in Gothenburg is home to almost 300 employees representing more than 15 nationalities. Our office is always bustling with activity and optimism, partly owing to the fact that we are conveniently located next to the city's biggest holiday attraction, the historic Liseberg amusement park.
At the Gothenburg Technical Center, we take small steps forward each day to continuously improve our quality, our tools, our processes and ourselves.
Area of responsibility:
Working in one of the Scrum teams on ML radar perception development.
Defining ML perception solution roadmap and leading technical discussions.
Evaluation and evolution of our market-leading perception software solutions.
Investigation and adaptation of latest development, especially within the domain of AI and ML, in technology and methodology into our solution stack.
Leading Proof of Concept studies on new methods and tool.
Development and integration of algorithms in C++ and Python.
Quality assurance via design, requirement and comprehensive verification and validation according to Aptiv process and industry standards.
Continuous improvement of supporting factors, e.g., simulation tools and testing environment.
Define use-cases and test scenarios in regular data collection and vehicle testing activities.
Troubleshooting and issue resolution for ongoing programs and projects.
Interaction with system & testing teams, customers and project management.
Required education or other training/alternative equal experience
Master or PhD degree in Algorithm, AI/ML, Control, Mathematics, Physics or equivalent qualification.
Needed experience, describe type of competence area for the experience, what type of previous positions needed, length of experience etc, depth of skills
Minimum 3 years of hands-on AI/ML development and application experience.
Extensive hands-on experiences with popular deep learning frameworks, e.g., PyTorch and TensorFlow.
Proven records with design and realization of neural networks.
Proficiency in ADAS/AS software, radar signal processing and/or statistics.
Solid understanding of ADAS feature function expectations, scenario-based evaluation and testing of ADAS algorithm.
Good experience in C/C++ programming, MATLAB and/or Python.
Strong problem solving skills and ability to learn.
Excellent communication, team work & social skills, goal-oriented and structured way of working.
Experience working with GIT/Gerrit/Jenkins, Jira or similar.
Fluent in English written and verbally
Specific competences/other skills needed for the position:
Experience in handling different radar phenomenon
Experience in NCAP and GSR requirements and associated system components/modules
Hands-on experience on Extended Kalman Filter (EKF) and nonlinear control system
Experience in automotive standards, e.g., A-Spice and ISO26262
Experience in embedded software development
Knowledge in automotive communication protocols (CAN, FlexRay, Ethernet etc.)
• Previous Start of Production (SOP) experience of ADAS projects
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.
Your Benefits at Aptiv:
Competitive compensation package.
Learning, professional growth and development in a world-recognized international environment.
Access to internal & external training, coaching & certifications.
Recognition for innovation and excellence.
Opportunities to give back to the community.
Meaningful work that makes a difference in the world.
Breakfast and fruit at the Molndalsvagen office served 3 days a week.
Opportunities to give back to the community.
Meaningful work that makes a difference in the world.
Apply today, and together let's change tomorrow!
Så ansöker du Sista dag att ansöka är 2025-01-30
Klicka på denna länk för att göra din ansökan Omfattning Detta är ett heltidsjobb.
Arbetsgivare Aptiv Contract Services Sweden AB (org.nr 556541-7770)
Mölndalsvägen 36 (
visa karta)
412 63 GÖTEBORG
Jobbnummer 9093130