Senior Data Scientist - Product

Contenu de l'offre Senior Data Scientist - Product chez TheFork

Senior Data Scientist - Product

TheFork, part of TripAdvisor Group, is the leading online restaurants reservation platform in Europe and Australia with a network of more than 80,000 partner restaurants worldwide, more than 30 million monthly visits. We are an innovative and fast-growing company building a unique community of members to transform the way people go to Restaurants. Our goal is to become the #1 app for restaurant online booking in the world.

As a Senior Data Scientist/Machine Learning Engineer, you will be part of the Data team, which is a transverse organization having a major role to support our Business.

You will report to the Data Science Manager and be part of a growing team (currently ~25 people) including Data Engineers, Data Analyst, Web Analysts…

The Data Team has 3 missions :

Accelerate the Business thanks to data and insights


Support company transformation towards a Data-driven Culture


Develop a valuable and actionable data asset

Role

As a key player in our recently created Data Science team, you will take the ownership on one or several Business-Data Domain(s), on which you will partner with Business teams to help them accelerating their strategy and related projects thanks to data science.

Your Business-Data Domain(s) will mainly focus on TheFork B2C Product (website / app). You will develop a deep understanding of TheFork value proposition for B2C customers in order to deliver best in class data products involving Machine Learning and integrated within our Product.

Example of projects you could be involved in :

Build recommendations algorithms to be integrated on our app / website
Improve the way restaurants are ranked in our search engine
Computer Vision on restaurants photos in order to categorize them
NLP on our restaurant reviews to leverage them in product features

The expected outcomes of your role are:

High business value for Demand related projects in production

Build with your mission team impactful projects around personalization, search or product content to be delivered in production
You’ll work with Product & Engineering teams and data stakeholders (ML Engineers, Data Analyst…) in order to deliver well shaped, monitored and actionable projects for B2C end users.


Scalable and performant assets
All the assets produced to deliver these projects should be scalable, performant and cost efficient. Anyone in the team could be onboarded quickly and maintenance costs should be low

Bring the Data Science team to the next level

Data Science team upskilled around Deep Learning and at least one of the following application fields : Computer Vision, Ranking, NLP, Search, Recommendation
Data Science team organization and technical stack improved in order to support the team growth and new projects requirements




Grow our demand knowledge in collaboration with other data team members


Have a deep understanding around demand related data (including web analytics data, logs from the B2C products...)
Develop a strong expertise around recommendation, search, usage of data science in marketplaces etc...

Your Profile

You are working in an autonomous, proactive and accountable way: you don’t wait to be told what to do.



You demonstrate an obsession towards excellence: you systematically consider that good is not enough and constantly consider how to improve and reach the next level of quality, performance and impact



You play agile and fast: delivering in a fast-paced environment is an easy business for you. You are comfortable to manage several topics in parallel, with different stakeholders involved.



You bring the outside in: seeking excellence, you have developed habits to benchmark and consider how other companies are doing, what best practices could be source of inspiration and systematically consider how they can apply in your specific business context



You act as a team player, communicating efficiently and thinking collectively rather than individually (you can see the value bring by these collective concerns)



You have a Master’s Degree of an Engineering School with a specialization in mathematics, computer science or Data Science / a PhD in mathematics, physics or computer science



You have at least 5 years of experience as a Data Scientist (at least 2 years for a PhD) in demand related topics (Data Science at scale for a marketplace, expertise around ranking problems…)



You have a strong experience related to integration of Machine Learning in a B2C product used by millions of customers



You have excellent analytical skills, involving data analysis and modeling, you are able to modelize complex problems, find the best insights in large datasets and summarize findings in a clear and actionable way



You have a deep knowledge and industry experience in Deep Learning and at least one of the following topics : Computer Vision, Ranking, NLP, Search, Recommendation



You have an excellent proficiency in Python and SQL in order to develop POCs then work on their industrialization and integration in the product with Product & Engineering teams



Strong knowledge about Data Science industrialization (ML Engineering) and MLops best practices



Experience with AWS is a nice to have



Your English is professional



The position is based in Paris or Nantes

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