Experienced ML Engineer (M/F)

Job description

About Ippon Technologies

Since 2002, Ippon Technologies has been at the forefront of consulting and technical expertise. Specialized in software and mobile development, data, AI, cloud, as well as IT architecture and strategy, we are proud to have more than 700 passionate employees around the world.

Our mission: support our clients in their digital transformation with technical excellence, collaboration and a sporting spirit, to innovate and exceed expectations.

This culture of challenge and pushing beyond limits is reflected as much in our assignments as in our training program, BlackBelt, inspired by judo grades and designed to help our consultants progress step by step to expertise.

🌟 Join our Data - AI Champions League

Our Data team brings together 75 experts, including 10 AI consultants, committed to creating, developing and deploying innovative Machine Learning and Generative AI solutions in the public cloud. After launching our AI activities in 2023, we are moving up a gear this year.

To support this momentum, we are looking for an experienced ML Engineer ready to take on ambitious technical challenges and contribute to high-impact projects.

⚡ Your Future Role

As an ML Engineer at Ippon, your missions will be to:

• Design and develop scalable AI/ML architectures in the public cloud. Integrate AI/ML models into existing applications
• Set up and optimize MLOps pipelines to industrialize models
• Implement evaluation and monitoring approaches for ML models or generative AI systems
• Develop generative AI solutions based on LLMs and RAG systems integrating vector databases
• Deploy custom models or integrate managed models
• Collaborate with multidisciplinary teams (notably Data Science, Data Engineering, DevOps and business)
• Participate in technology watch and follow developments and innovations in AI
• Be aware of and raise clients' awareness of the legal or ethical aspects of AI

🌐 Our technical ecosystem

• Public cloud: AWS, GCP, Azure
• AI/ML services and platforms: SageMaker, Bedrock, Vertex AI
• MLOps: MLflow, Kubeflow
• Orchestration: Airflow, MWAA, Step Functions, Cloud Composer, Cloud Workflows
• CI/CD: GitLab, Terraform
• Containerization: Docker, Kubernetes
• Deployment: ECS, EKS, Lambda, Cloud Run, GKS, Cloud Functions
• Development: Python, FastAPI, Flask, LangChain, LlamaIndex
• Vector databases: PostgreSQL (pgvector), Elasticsearch / OpenSearch, Vertex AI Vector Search
• Best practices: Testing, Craftsmanship, Agility

✨ How do we support you at Ippon?

• Personalized follow-up with a technical manager who understands your profession.
• A personalized career path: new responsibilities, role as tutor or technical manager, support to become a speaker.
• Continuous training and certifications, notably via our BlackBelt program.
• Participation in our knowledge-sharing initiatives: meetups, blog, mentoring.

🏢 About our Toulouse agency

Created in 2018, our Toulouse agency brings together 25 employees. Located in the city center, our team works on highly technical projects, both at client sites and from our service center. We regularly organize technical and friendly events.

🔍 Recruitment process

First contact by phone to get to know each other.

Interview to discuss your professional project.

Technical exchange led by our experts.

Closing exchange.

🥋 Ready to earn an AI Belt?

Join us and take part in an enriching and stimulating adventure. Ippon Technologies is waiting for you!