Ready to help us automate, optimise and make our AI platform more reliable? At NEOFACTO, we build things, we automate them, and we do it well!
We are looking for a DevOps / MLOps intern to help us industrialise our CRM Intelligence platform and make sure our data and AI services can be deployed, monitored and operated efficiently.
Responsibilities
NEOFACTO is building a new intelligence layer around its CRM.
Different services and pipelines will analyse CVs, enrich profiles, generate embeddings, improve search capabilities and calculate indicators that help our teams make better decisions.
But building AI features is only part of the challenge. These processes need to run reliably, be easy to deploy and operate, and eventually support multiple clients using our CRM marketplace.
Your mission will be to help industrialise the platform and make sure everything runs smoothly from development to production.
You will work directly with our CTO and experienced developers, who will support you throughout your internship.
Technical environment
🔧 Tech Stack: Docker · Ansible · GitHub Actions / GitLab CI · MLflow · Python · Linux · CI/CD · Monitoring · Observability
Responsibilities
This project aims to help our recruiters easily access the best profiles, and your work will make this possible.
You will work at the intersection of DevOps, Data Engineering and MLOps.
You will contribute to:
- Building and improving CI/CD pipelines;
- Automating tests and quality controls;
- Containerising applications and AI components;
- Automating environment provisioning and configuration;
- Deploying data and AI processing pipelines;
- Managing model and pipeline versioning;
- Improving deployment reproducibility;
- Implementing metrics, logs, traces and alerting;
- Monitoring infrastructure, applications and AI workloads;
- Monitoring data-processing failures and pipeline quality;
- Making deployments safer and easier for developers;
- Contributing to a secure architecture able to support multiple clients.
The objective is simple: Build, test, deploy and operate with as much automation as possible.
Required profile
- You are in the final year of an IT-related degree;
- You like understanding what happens between git push and production;
- You enjoy automating repetitive tasks and finding ways to make things run more efficiently;
- You like investigating problems and improving the reliability of systems;
- You are curious about DevOps, Cloud, Data Engineering or MLOps;
- You enjoy understanding how all the different pieces of a system work together.
- You are comfortable working in both French and English.
NICE TO HAVE
- You have personal projects on GitHub that you'd be happy to show us;
- You have already experimented with Docker, CI/CD, Linux, Cloud or automation tools;
- You enjoy memes and GIFs to brighten up the day! 😄
What the company offers
- If you want to be well supported: our experienced and friendly team will always make time to help you;
- In terms of professional development, you will gain valuable skills by working alongside IT experts;
- We work with up-to-date technologies, so you will always stay ahead of the curve!
- And let's not forget about our great atmosphere! We value inclusion, innovation and, above all, team spirit.
About the company
About NEOFACTO:
Created in 2000, NEOFACTO is a major player that supports companies in their digitalization. Navigating between the creativity of startups and the experience of large groups, NEOFACTO has the ability to position itself and adapt to all projects. Guided by our passion for innovation, we support our customers with the goal of pioneering the new technologies and commercial models of tomorrow. Are we a dynamic and innovative team? Yes! And above all, a team that is united and driven by a very strong corporate culture. We share and cultivate common values to build together the NEOFACTO of tomorrow! You will join us for an opportunity and stay for the people around you.