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APTIV

Expert Data Scientist

Posted 9 Days Ago
Be an Early Applicant
Kraków, Małopolskie
Senior level
Kraków, Małopolskie
Senior level
The Expert Data Scientist will research and implement LLM and AI techniques for automotive use, develop custom AI models, optimize existing models, create generative AI tools, evaluate model performance, and document findings while collaborating with various teams.
The summary above was generated by AI

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! 

#LI-DL1

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.

Top Skills

Jax
Python
PyTorch
TensorFlow

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