Technical Lead AI/ML Engineering
Help shape the future of mobility.
Imagine a world with zero vehicle accidents, zero vehicle emissions, and wireless vehicle connectivity all around us. Every day, we move closer to making that world a reality. Aptiv's passionate team of engineers and developers creates advanced safety systems, high-performance electrification solutions and data connectivity solutions so that automakers can bring advanced capabilities to more people around the globe. This is how we enable sustainable mobility and help to prevent accidents caused by human error.
Your Role
- Collaborate with all of AIML groups of business and functions to delivery software solutions.
- Conduct research on emerging AI technologies and recommend their adoption.
- Experiment, develop and productionize high quality machine learning models, services and platforms to make huge technology and business impact.
- Design and implement highly scalable and reliable data processing pipelines and perform analysis and insights to drive and optimize business result.
- Design and develop AI agents capable of decision-making and task execution.
- Implement goal-oriented planning mechanisms for AI agents to achieve complex objectives
- Play a central role as a contact for internal stakeholders for resolving issues by using or extending Aptiv AIML software tooling landscape.
- Follow coding standards and guidelines in SW development process.
- Debugging, Troubleshooting and fixing bugs.
- Ensure AI solutions comply with ethical AI principles, privacy regulations, and security guidelines.
- Use cloud platforms (AWS, GCP, or Azure) to deploy and manage AI models with in-house pipelines.
- Continuously monitor and improve AI models based on real-world feedback and data.
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Your Background
Key ingredients for succeeding in this role are your:
- Bachelor's (BE) / Masters(MS) degree in a engineering discipline (computer science, Machine Learning, Mathematics, Physics, or related field of study).
- 6-10 years of hands-on experience in machine learning engineering or related roles.
- Strong programming skills and experience with relevant frameworks (TensorFlow, PyTorch).
- Design and implement AI/ML models, for various business use cases that includes NLP & Computer vision domain for focusing on different sectors such Robotics, Telecom etc.
- Expert in at least one to two of the following areas: Natural Language Processing, Computer Vision, Speech Recognition, Reinforcement Learning, Ranking and Recommendation, or Time Series Analysis, with use of deep learning architectures (CNNs, RNNs, Transformers, GANs).
- Expertise in Generative AI models (LLMs, image generation, multi-models etc....).
- Expertise knowledge of prompt engineering and fine-tuning Gen AI foundation models.
- Expertise in building Agentic AI frameworks and Agent components utilizing Gen AI.
- Expertise on Agentic frameworks such as LangChain, LangGraph, LlamaIndex, AutoGen
- Expertise Knowledge of ML frameworks: Pytorch, TensorFlow, Keras, ONNX, MXNet, Scikit-Learn etc...
- Fluent in English. Excellent written and verbal communication skills & good interpersonal skills.
- Experience with DevOps related Tools like GIT, CI/CD, Docker,
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!
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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.