AI/ML/MLOps Engineer

il y a 4 semaines

AuvergneRhôneAlpes, France DataGalaxy Temps plein
Who we are: Founded in Lyon, France, in 2015, DataGalaxy is the industry's first Data Knowledge Catalog, helping organizations understand how their business runs on data. Our data management platform is dedicated to providing user-friendly metadata mapping, management, and knowledge sharing to support organizational data governance and data literacy.

Our mission: To remain at the forefront of modern data management by empowering data professionals and business users through increasing data knowledge and providing a comprehensive understanding of how businesses operate with data. We help organizations facilitate collaboration, manage data as a true asset, and enable powerful, data-driven decision-making.

Our values:

Be intentional. Be clear. Be bold. Be humble. At DataGalaxy, each employee brings unique knowledge, skills, and viewpoints that create a truly well-rounded team. We encourage unique ideas, innovative thinking, and independent perspectives to achieve exceptional results together

Responsibilities:
  • Expertise in Generative AI: Possess a solid understanding of generative AI models and techniques, including but not limited to LLMs, RAG architecture, and agents.
  • MLOps Pipeline Development: Design, build, and maintain robust and scalable MLOps pipelines for the training, testing, deployment, and monitoring of AI/ML models. This role specifically emphasizes generative AI models, including fine-tuning,
  • LLM inference (VLLM), and maintaining open-source LLM models (e.g., Llama 3.1).
  • DevOps Implementation: Implement the best DevOps practices for continuous integration and continuous delivery (CI/CD) of AI/ML models.
  • Cloud Infrastructure Management: Manage and optimize cloud infrastructure on GCP for AI/ML workloads, with a strong focus Kubernetes Engine and Helm for efficient deployment and configuration management.
  • Monitoring and Optimization: Develop and implement monitoring and alerting systems to ensure model performance, reliability, and cost-effectiveness. Analyze model performance and identify areas for optimization.
  • Collaboration and Communication: Collaborate effectively with data scientists, engineers, and product managers to deploy and maintain AI/ML solutions.
  • Communicate technical concepts clearly and concisely to both technical and non-technical audiences.

Ideal Candidate:
  • Master's degree or equivalent from an engineering school in Computer Science, Data Science, or a related field.
  • Strong programming skills, particularly in Python. Familiarity with relevant libraries/frameworks (e.g. vLLM , PyTorch, Hugging Face, Scikit-Learn).
  • Extensive experience with Google Cloud Platform and its AI/ML services.
  • Strong experience with GenAI service, in particular Llama3 & vLLM.
  • Strong experience of containerization technologies like Docker & Kubernetes.
  • Proven experience in creating and managing CI/CD pipelines for AI/ML models.
  • Proficiency in version control systems (Git) and effective terminal operations management.
  • Experience in data manipulation and analysis (e.g., Pandas, Spark, duckDB).
  • Strong written and verbal communication skills, including the ability to present complex technical concepts to both technical and non-technical audiences.

What We offer:
  • Flexible working hours (forfait jour).
  • The opportunity to join a pioneering French startup in its market .
  • Competitive compensation according to your experience and potential.
  • Health insurance (Apicil), meal vouchers (Swile card of 9 €/day), and 50% reimbursement of transportation costs.
  • A friendly and welcoming work environment, with o\ices in the heart of Lyon, 10-15 minutes from train stations.
  • Quarterly team events and seminars to strengthen team cohesion and celebrate success.

  • AI/ML/MLOps Engineer

    il y a 6 jours

    Auvergne-Rhône-Alpes, France DataGalaxy Temps plein

    Who we are: Founded in Lyon, France, in 2015, DataGalaxy has become the leading data catalog in France, connecting data, people, and AI through an intuitive data governance platform. Our mission is to simplify metadata mapping, management, and knowledge sharing to enhance organizational data governance and data literacy.With over 170 clients worldwide and...

  • Senior Software Engineer, Machine Learning

    il y a 4 semaines

    Auvergne-Rhône-Alpes, France Swapcard Temps plein

    Our MissionSwapcard is the leading AI-powered event platform designed to drive revenue growth and foster meaningful connections at in-person and hybrid events. We recognize the importance of teamwork in successful events; that's why Swapcard is fueled by a team of innovators who are passionate about helping organizers build future-proof events.Our...

  • Data scientist Lead

    il y a 4 semaines

    Provence-Alpes-Côte d'Azur, France CMA CGM Temps plein

    Led by Rodolphe Saadé, the CMA CGM Group, a global leader in shipping and logistics, serves more than 420 ports around the world on five continents. With its subsidiary CEVA Logistics, a world leader in logistics, and its air freight division CMA CGM AIR CARGO, the CMA CGM Group is continually innovating to offer its customers a complete and increasingly...

  • Post-Doctoral Research Visit F/M Distributed Machine Learning at the Network Edge

    il y a 4 semaines

    Antibes, Alpes-Maritimes, France Inria Temps plein

    Type de contrat : CDD Niveau de diplôme exigé : Thèse ou équivalent Fonction : Post-Doctorant A propos du centre ou de la direction fonctionnelle The Inria centre at Université Côte d'Azur includes 37 research teams and 8 support services. The centre's staff (about 500 people) is made up of scientists of different nationalities,...