Expert Data Scientist
POL Krakow - Equal Business Park, Poland
Aptiv
Aptiv is a global technology company that develops safer, greener and more connected solutions, which enable the future of mobility.Key Responsibilities
Research and implement state-of-the-art LLM and generative AI techniques for automotive applications
Design and develop custom AI models tailored to specific business needs
Fine-tune and optimize pre-trained models for domain-specific applications
Create internal tools that leverage generative AI for engineering documentation, knowledge management, and technical assistance
Collaborate with engineering, design, and manufacturing teams to identify opportunities for AI implementation
Develop processes to evaluate model performance and ensure quality of outputs
Stay current with the latest developments in generative AI research and recommend new approaches
Document research findings, methodologies, and implementations for knowledge sharing
Qualifications Required
Master's degree or PhD in Computer Science, Data Science, AI, or related field
Strong hands-on experience in machine learning research or development
Proficiency in Python and deep learning frameworks (PyTorch, TensorFlow, or JAX)
Experience working with transformer-based models and large language models
Strong understanding of natural language processing techniques
Proven track record of implementing and optimizing ML/AI models
Excellent problem-solving skills and attention to detail
Strong written and verbal communication skills
Preferred skills:
Experience with LLM fine-tuning, prompt engineering, and retrieval-augmented generation (RAG)
Familiarity with automotive industry terminology, processes, or challenges
Background in developing enterprise AI solutions
Experience with vector databases and semantic search
Knowledge of MLOps practices and tools
Experience with multimodal AI systems (text-to-image, image-to-text)
Your Benefits at Aptiv:
Private health care (Signal Iduna) and Life insurance for you and your beloved ones
Well-Being Program that includes regular webinars, workshops, and networking events
Hybrid work (min. 47 days/yr of remote work, flexible working hours)
Employee Pension Plan paid by the employer (you get + 3,5% on each gross salary)
Access to sports groups and Multisport card
Apply today, and together let’s change tomorrow!
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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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Deep Learning Engineering Generative AI JAX LLMs Machine Learning MLOps NLP PhD Privacy Prompt engineering Python PyTorch RAG Research TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance
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