Data Scientist
il y a 1 semaine
About BlaBlaCar
BlaBlaCar is the world's leading community-based travel app enabling 27 million members a year to carpool or travel by bus in 21 countries. Our team of 800 employees counts over 50 nationalities and is spread across our 5 global offices, 30% working fully remotely.
Your mission
We're seeking a passionate Data Scientist to join our data squads, and help us build the intelligent systems that power BlaBlaCar.
Your mission will be to:
- Shape the future of our marketplace: Develop and deploy cutting-edge machine learning models that optimize our core matching algorithms, ensuring drivers maximize savings and passengers find their perfect ride.
- Enhance platform trust & efficiency: Build intelligent automation solutions, from real-time fraud detection and AI-powered content moderation (text, images) to leveraging generative AI for automated translation and improved customer support.
- Empower data-driven decisions: Create impactful data products and applications that provide actionable insights, particularly for our pricing strategy, directly influencing BlaBlaCar's commercial success.
- Pioneer with generative AI: Explore and implement innovative generative AI use-cases to boost internal efficiency, automate operational tasks, and democratize data access across the company.
Your responsibilities
As an experienced Data Scientist, you will:
- Develop & deploy ML models: Design, build, and ship machine learning models into production, collaborating closely with ML Engineers to directly enhance our core marketplace (e.g., matching, ETA).
- Implement automation of internal capabilities: Implement intelligent solutions for real-time fraud detection, utilize deep learning for profile picture moderation, and leverage LLMs for text moderation and generative AI for tasks like translation.
- Build data products for business impact: Create intuitive data applications and dashboards that directly enable business teams (e.g., pricing analysts) to visualize insights, test hypotheses, and refine strategies.
- Champion generative AI innovation: Actively identify, prototype, and implement generative AI solutions to enhance employee productivity and automate key operational processes.
- Inform company strategy: Leverage your strong business acumen and data expertise to advocate for data-informed decisions, and impact the company's strategic decisions.
- Collaborate across a 360° data team: Work within our autonomous data team, comprising ML Engineers, Data Analysts, Data Engineers, and fellow Data Scientists, managing projects end-to-end.
Your qualifications
- At least 3 years of professional experience in data or software engineering, with an experience putting Machine Learning models in production or producing data-based applications.
- Knowledge of Machine Learning theory, statistics and probabilities and/or econometrics modeling is required.
- Fluency in SQL and Python. Knowledge of main machine learning packages (scikit, XGBoost, etc) and/or MLOPs frameworks (KubeFlow, Tensor FLow, Vertex AI, etc) are a plus. An experience in developing python data visualization apps (Streamlit, Flask, Dash, etc) is also a plus.
- Excellent communication skills: You are able to explain your models clearly to both analysts and decision makers.
- Pragmatic approach to problems: You can design intermediate solutions in an agile environment, and put them in production.
- Strong business sense: You like to partner with business managers to propose new strategies and validate their hypotheses through data.
- Fluent in English
What we have to offer
- 4 additional weeks on top of legal maternity/paternity leaves
- 50% healthcare coverage (Alan)
- Financial support for home office equipment
- Minimum 25 days holiday per year
- Local meal plan policy (Swile card)
- 50% transportation paid (Forfait Mobilité Durable)
- Free unlimited carpooling & bus rides
- Personal growth via trainings, mentorship, and internal mobility programs
- Employee Stock ownership plan
- Regular team building events
- 1 day off per year to test our product
- 1 day per year for social engagements with non-profits
Interested in joining the ride?
- a 30-min video-call with Maxime Gaudilliere, Talent Acquisition Manager to get to know you, understand your career expectations and answer your questions
- a 45-min video-call with Fabio Cecchi, hiring manager
- a 90-min technical assessment with 1 Data Scientist & 1 Software Engineer
BlaBlaCar is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
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