27 days ago
Saint-Mandé, FranceSenior
Responsibilities
- Design, train, deploy, and monitor machine learning models for player safety and security use cases.
- Adapt state-of-the-art deep learning, NLP, and graph-learning research to production constraints.
- Own projects end to end by working with stakeholders, defining success metrics, monitoring live systems, and iterating.
- Write, optimize, test, and ship high-quality Python code at scale using MLOps practices.
- Deliver models and prediction pipelines to internal or public cloud infrastructure in collaboration with data and software engineers.
Requirements
- Strong Python software engineering skills, including clean code, testing, documentation, and CI/CD.
- Proven experience deploying and monitoring production machine learning models, including model serving and drift monitoring.
- Hands-on experience with NLP and LLMs, such as fine-tuning transformer models, prompt engineering, RAG, or LLM-based pipelines.
- Experience with graph-based machine learning, anomaly detection, or fraud and trust-and-safety systems is required or strongly preferred.
- Experience with distributed data processing using Spark and cloud data platforms.
- Familiarity with Databricks, DAB, Delta Live Tables, or Azure-specific services is preferred.
- Strong English communication skills for presentations, cross-team collaboration, and reporting.
- Experience with token classification, NER, sequence labelling, GNN training, node classification, link prediction, or graph construction pipelines is preferred.
Benefits
- Profit sharing and a yearly company saving plan.
- 25 paid time off days plus 12 additional paid days off.
- 50% reimbursement of the transportation pass and €9-per-day lunch vouchers.
- Healthcare coverage for the employee and family.
- 20 weeks of maternity leave and 7 weeks of paternity/co-parental leave.
- Gym available in the building and additional Ubisoft perks.
- Permanent, office-based role in Saint-Mandé near Saint-Mandé Metro station.
Tech Stack
Categories
About Ubisoft
Ubisoft develops and publishes video games for console, PC, and mobile players worldwide, monetized through premium titles, downloadable content, live services, and the Ubisoft+ subscription. Founded in 1986 and headquartered in Saint-Mandé, France, it operates studios globally and is publicly traded on Euronext Paris. Franchises include Assassin’s Creed, Far Cry, Tom Clancy’s Rainbow Six, and Just Dance.