Decathlon Digital

Senior Data Scientist - AI Innovation and Trust Co...

Job description

We are seeking a highly skilled and experienced Senior AI Researcher f/m/d to join our cutting-edge Research and Development team.

This role focuses on building intelligent language understanding and personalized recommendation systems using generative models, specifically Large Language Models (LLMs). The ideal candidate will have a deep understanding of advanced LLM architectures and a proven track record in optimizing and deploying these models at scale.

Key Responsibilities

  • Design and develop state-of-the-art LLMs for intelligent language understanding and personalized recommendation systems, including text generation and comprehension.
  • Innovate and research optimal model architectures for enhancing performance and scalability.
  • Thoroughly test and evaluate candidate models to ensure efficacy and efficiency.
  • Containerize the selected models for scalable deployment across various platforms.
  • Work on reducing latency and enhancing the speed of generative LLMs without compromising on performance.
  • Prepare and manage real-world datasets for the training and evaluation of models.
  • Conduct model training, evaluation, and benchmarking to maintain high standards of accuracy and reliability.
  • Log results and derive actionable insights to continuously improve model training and performance.
  • Maintain up-to-date knowledge of industry and technology trends to incorporate into model development.

Required Skills and Qualifications:

  • Masters or PhD in AI, Computer Science, or a related field from a top-tier institute.
  • Extensive experience in LLM architectures including Transformers, BERT, GPT, and other state-of-the-art models.
  • Strong understanding of various model architectures like Transformer-XL, T5, and BART.
  • Proficiency in low-latency and scalable deployment of LLMs.
  • Expertise in special architectural modifications such as position encodings, attention mechanisms, and memory optimization techniques.
  • Familiarity with interpretable AI and sample-efficient training techniques.
  • Excellent problem-solving abilities and strong analytical skills.
  • Effective communication and collaboration skills.

Preferred Qualifications:

  • Publications in relevant AI fields or contributions to open-source projects.

DECATHLON DIGITAL CONTEXT

What if technology allowed us to push the boundaries and take sports experiences to new levels? That's exactly our goal at Decathlon Digital! We are a team of 5,000+ experts in software engineering, product management, data, cloud, and cybersecurity, distributed across Paris, Lille, and Amsterdam. Together, we are creating the largest digital sports platform, leveraging tech innovation from design to value chain optimization, connected experiences and product second life.

Changing the game for good. We are in this for the love of sports. And like everything we love, we want it to last. That’s why we are embarking on a journey to create a more sustainable tech model, reducing our direct environmental impact while maintaining a safe, diverse, and inclusive space for all our people to learn and thrive together. Team up with us to design the digital future of sports.

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