Algorithm Engineer
Company
Aptiv
Location
Bangalore, India
Type
Full Time
Job Description
Algorithm Engineer
Help shape the future of mobility.
Want to join us?
Your role:
- Design and develop algorithms for automotive applications, including advanced driver assistance systems (ADAS) and autonomous driving features.
- Utilize mathematical modeling, statistical analysis, and machine learning techniques to create robust and efficient algorithms that meet performance and safety requirements.
- Collaborate with cross-functional teams to ensure alignment with automotive development practices and standards throughout the algorithm development lifecycle.
- Demonstrate strong mathematical, analytical, and problem-solving skills to tackle complex challenges and optimize algorithm performance.
- Analyze system requirements, data, and performance metrics to iteratively refine and improve algorithm designs.
- Assess and enhance the maturity of algorithm software through rigorous testing, validation, and verification processes.
- Define and implement strategies for improving algorithm software maturity, reliability, and robustness to meet automotive safety and quality standards.
- Ensure compliance with industry-specific communication protocols such as CAN, LIN, FlexRay, and Ethernet for reliable data exchange and interoperability.
- Develop and validate algorithm models using Simulink to ensure accuracy and performance before implementation in production systems.
- Manage version control and continuous integration pipelines using Git and Jenkins to facilitate collaborative development and automated testing of algorithm software.
- Implement CI/CD best practices to ensure the stability, reliability, and repeatability of algorithm deployments.
- Design and implement robust error handling and fault tolerance mechanisms to ensure algorithmic reliability and safety in automotive systems.
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Your background:
- Degree in EEE ,Instrumentation ,ECE Engineering, Computer Science, related technical
- 3+ years of development and testing of algorithms and code experience (can include industry, academic or internship) - C/C++.
- Superior communication & presentation skills
- Background in automotive radar, vision, lidar, sensor fusion
- Background in optimization, path planning and advanced filtering methods
- Background in object detection and tracking algorithm design
- ISO 26262 / Functional Safety functional expertise
Why join us?
- You can grow at Aptiv. Whether you are working towards a promotion, stepping into leadership, considering a lateral career move, or simply expanding your network - you can do it here. 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. Our team is our most valuable asset. 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;
- Well Being Program that includes regular workshops and networking events;
- Access to fitness clubs (T&C apply);
Apply today, and together let's change tomorrow!
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.
Date Posted
12/04/2024
Views
0
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