Advanced technical leader
Aptiv
5 - 10 years
Bengaluru
Posted: 25/01/2025
Job Description
Embedded AI/ML-SOC
Are you ready to be at the forefront of innovation in the mobility revolution? Aptiv, a global technology leader, is on the lookout for an enthusiastic and accomplished Artificial Intelligence/Machine Learning Engineer to join our dynamic Artificial Intelligence, Machine Learning team. This is your chance to be part of something extraordinary. Join Aptiv and play a pivotal role in shaping the automotive industry's future. Be inspired, be challenged, and be a driving force behind the innovations that will redefine mobility.
Your Role:
Development of artificial intelligence (AI) focused perception systems
Design and develop tools and processes enabling teams to deploy their AI solutions faster
Benchmark and develop prototypes for proof of concept phase
Support hardware selection processes and become company expert for AI SoCs
Interdisciplinary communication with algorithm experts and system developers
Your Background :
8+ years of Experience in Embedded SW Development | C | C++ | compiler optimizations | Embedded systems debugging | Python | CI / CD | Docker |
ML platform / ecosystem: Pytorch | Tensorflow, ONNX, TFLite. | Pruning, Quantization | Benchmarking | Understanding of popular AI architectures
Algorithms | Familiar with instruction sets (VLIW, SIMD) and memory architectures (DSPs (e.g. TI C66/C7x , Hexagon)) popular AI processors.
Familiarity with embedded deep learning SDKs ( QNN, TIDL)
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:
Hybrid and flexible working hours;
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!
#LI-NB1
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 Company
Aptiv is a global technology company that focuses on developing advanced automotive solutions, headquartered in Dublin, Ireland. Aptiv designs and manufactures innovative products related to vehicle electrification, connectivity, and autonomous driving. The company provides a wide range of products, including advanced driver-assistance systems (ADAS), high-performance electrical systems, and in-vehicle networking solutions. Aptiv's technologies aim to enhance safety, sustainability, and the driving experience. The company is a key player in the automotive industry’s shift toward electric and self-driving vehicles, collaborating with major automakers to build smarter, more efficient transportation systems. Aptiv operates across a global footprint, serving customers in North America, Europe, and Asia.
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