Job Specifications
Your role
Data Analysis & Processing
Analyze historical data to identify patterns, trends, and insights
Preprocess and clean data for machine learning applications
Create effective feature engineering pipelines for time series data
Validate data quality and handle missing or anomalous data
Visualize data and results to communicate findings effectively
Web applications
Develop software applications adhering to established design patterns and quality standards
Implement server-side logic, APIs, and database interactions using .NET or Python
Build responsive user interfaces using HTML, CSS, JavaScript, and frameworks like React or Blazor
Work with both SQL and NoSQL databases, writing efficient queries and maintaining data integrity
Collaboration & Deployment
Collaborate with Software and Machine Learning Engineers to integrate models into production system
Monitor data and model performance
Participate in code reviews and knowledge sharing sessions
Communicate technical concepts to non-technical stakeholder
Contribute to team discussions and planning sessions
Learning & Development
Stay current with latest developments in machine learning and deep learning
Experiment with new techniques and frameworks under guidance
Participate in internal training and skill development activities
Document learnings and share knowledge with the team
Your Background
Specific training in the field of Computer science, Mathematics, Technology, Engineering
Advanced Knowledge of Python.
Good knowledge of Mathematics, MLOps, Data management, Database, Docker, Mlflow, Net Core and Software Development.
Good basic knowledge of Machine Learning Fundamentals, Scikit Learn, Keras, Pytorch, Kubeflow, Airflow and Git.
Fluent in English.
Strong problem-solving skills.
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.
“Important Company Update – Please Read Before Applying. On January 22, 2025, Aptiv announced its decision to separate its EDS division to form two separate independent companies:https://www.automotiveworld.com/news-releases/aptiv-announces-intention-to-separate-its-electrical-distribution-systems-business/
This role is within the EDS segment, and you will be joining that segment as it becomes its own entity, with a rich heritage and proven track record as a global leader in low and high voltage power and signal distribution systems. Our solutions are central to enabling the next generation of electrified, automated, and connected vehicles, and we are committed to innovation, sustainability, and engineering excellence.
Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates
Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.
About the Company
Aptiv is a global technology company that designs, develops, and manufactures software and hardware solutions to enable a safer, greener and more connected future. Our solutions help customers around the world to create software-designed platforms with advanced safety features, electrified architectures, and intelligent connectivity.
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