Machine Learning Engineer (Jeune Docteur) – Dashlane
Job Description
About the role:
Join Dashlane as a talented Machine Learning Engineer with a PhD and take part in a mission to create the fastest and most accurate autofill in the industry!
You’ll work on cutting-edge research in web understanding, using large labelled and unlabeled datasets of web pages. As a member of the ACE team, you’ll help pioneer a state-of-the-art web analysis that will make life easier for millions of people worldwide. Its mission is to enhance user security and core product features through intelligent, AI-powered capabilities, such as improving the autofill experience, detecting credential risks, and protecting against phishing attacks. The team comprises Software Engineers, and Machine Learning Engineers, to ensure the quality of our analysis.
We leverage advanced Machine Learning techniques to build intelligent security tools within a zero-knowledge architecture. Our blog post demonstrates how we implement autofill capabilities without accessing user data. We also explain our privacy-preserving approach to real-time threat detection and phishing prevention.
We also advocate for public specifications for field autofill, like Semantically Annotated Web Forms.
Join our team and help us make a difference in the world!
Location-Specific Information:
You will be based in Paris, with English as your working language. We offer a hybrid work arrangement, with Tuesday as the company day where we collaborate in the office and enjoy a company-sponsored meal, a department day for team bonding, and a third day of your choice.
About our stack:
Languages: Python, Typescript
ML: Scikit-learn, Optuna, Onnx
MLOps: Dvc, Mlflow
Monitoring: Tableau
Versioning: Gitlab
Misc: Gitlab CI, Gitlab for Project Management, Confluence
At Dashlane you will:
Work on R&D initiatives around web pages understanding and their applications to a password manager and identity provider
Help maintain and improve our existing data pipelines (data collection tools and databases, model training pipelines, integrations into the Dashlane web extension)
Work with ML Engineers, Software Engineers, product managers, designers in a highly collaborative environment where everyone shares ownership of the company’s success
Learn every day, and share your knowledge with your coworkers
