Senior Software Engineer -Data Mining and Analysis
Are you looking to be part of the auto industry revolution? We are at the forefront of the embedded world, where the Internet of Things and Cloud Services are merging, and you can help us make it a reality. Join our 2,000-strong team at Aptiv Technical Center in India to advance your career, grow and make a real difference.
Your Role
We are looking for the Data Mining & Analysis Engineer responsible for data mining script development and data extraction from database and ensure value comes out of all the data projects of L2/L2+/L3 vehicles.
- 4-10 Years of experience responsible for to develop a vision of what the data science team wants to achieve, together with a strategy to get there.
- Responsible for tool development in MATLAB, Python for data mining for customer reported events.
- Support the team on vehicle testing and data collection to use the data for algorithm validation and triage.
- Coordinator communication from data mining results to multiple competency (algorithm development teams, other departments, suppliers and/or customers).
- Streamlines algorithm analysis, validation and SIL/HIL processes across OEM projects
- Responsible for product deliverables and customer satisfaction - Schedule, Risks, Quality and Customer commitments
- Provides technical direction, resolve project issues and takes proactive actions to minimize risks for project deliverables
Your Background
Key ingredients for succeeding in this role are your:
- BE/B.Tech ME/M.Tech in relevant Engineering area.(EC, EEE, Instrumentation Automotive Electronics, CS)
- 2+ years of experience in Data Science, Systems and Vehicle Testing and ADAS or Autonomous Driving system development.
- Fluent in Python and at least one of the following: C++, MATLAB, R (and their related data processing, Machine Learning, and visualization libraries)
- Experience in statistical analysis, data mining, and deep learning and / or other modern machine learning methods.
- Familiar with Linux
- Knowledge about the sensors like Radar ,Camera and Lidar
- Proficient in structured problem solving
Nice to Haves (Preferred Qualifications)
- Practical experience in data science, statistics and analysis of large data sets
- Experience using data modeling tools to visualize data
- Experience in vision processing algorithms
- Experience in autonomous driving field
- Using LLM for Data Analysis
- Experience in Machine Vision, Computer Vision ,Image processing, signal processing
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:
- Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);
- Life and accident insurance;
- Sodexo cards for food and beverages
- Well Being Program that includes regular workshops and networking events;
- EAP Employee Assistance;
- Access to fitness clubs (T&C apply);
- Creche facility for working parents;
Apply today, and together let’s change tomorrow!
#L1-CT1
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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.
