Senior Data Scientist NLP/GenAI - Catalog Ajouter aux favoris
- Founded in 2012 | Member of French Tech Next40
- 750+ employees in 9 offices worldwide: Paris, Barcelona, Bordeaux, Boston, London, Munich, New York, Sydney, Tokyo
- FR 350+ Mirakl Tech teams members mainly based in France
- 5 Saas Solutions
- Work Hard Together: Teamwork and collaboration are the foundation of our success
- Get Things Done: We prioritize action and efficiency for impactful results
- Go Above & Beyond: We tackle challenges proactively and always aim for excellence
- Succeed Through Expertise: Knowledge sharing and continuous learning are core to our culture
- Satisfy & Empower Clients: We're committed to our clients' success
- Build and deploy ML algorithms to production that power 500+ e-commerce and marketplace sites across 40 countries, directly impacting revenue growth, operational efficiency, and transaction safety
- Tackle real-world catalog challenges including automatic content rewriting, product attribute extraction from images and text, variant detection, product categorization, seller onboarding automation, and trending product prediction
- Work with cutting-edge AI techniques including multimodal models and LLM fine-tuning-Mirakl is one of the few French players with fine-tuned LLMs in large-scale production
- Own your projects end-to-end : from data analysis and prototyping to production deployment with Data Engineers and dev teams, plus building dashboards to monitor algorithm performance
- Collaborate across teams to refine use cases, user experience, and integration paths while presenting results at weekly data science meetings
- 4+ years of experience as a Data Scientist with strong hands-on NLP and applied ML in industry
- Proven track record of deploying Machine Learning algorithms to production
- Experience with Spark development for large-scale data processing
- Expertise in NLP and Computer Vision algorithms and state-of-the-art architectures (e.g., Transformers)
- Proficiency in Python and TensorFlow and/or PyTorch
- Knowledge of the latest LLMs and fine-tuning techniques
- Data-driven, pragmatic, and business-oriented approach
- Strong ownership and autonomy with excellent team collaboration
- Python, TensorFlow, PyTorch, Hugging Face
- Autotrain, Unsloth, Galileo, LangChain, Anyscale
- Databricks, Spark, AWS (Amazon Redshift, S3), SQL, Airflow, Delta Lake
- A 30/45-minute phone call with one of our Tech recruiters to discuss your background, expectations, and the role
- A 30-minute technical call with someone from the Data Science team to dive into concrete aspects of your expertise and how it fits our projects
- A take-home assignment to demonstrate your technical skills
- A 75-minute technical debrief and discussion with the Data Science Team managers
- 2x45mn STAR interviews with future Mirakl colleagues to discuss our values and culture
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