The vente-privee group has consolidated its various European brands, together made up of 6000 employees, under one unified conglomerate: Veepee.
With Privalia, vente-exclusive, Designer & Friends, Eboutic and vente-privee, Veepee achieved a 3.7 billion Euro turnover as of 2018. Present in 14 countries now, Veepee is taking a leading role in the European digital commerce landscape.
📄 JOB DESCRIPTION - SENIOR DATA SCIENTIST
Adot, a subsidiary of Veepee, is a marketing solution operating in the world of Real-Time Bidding (RTB). It has a proprietary DSP enabling its customers (advertisers) to deliver targeted advertising campaigns. Thanks to our proprietary DMP, we also use our data to carry out marketing studies.
As a Senior Data Scientist at Adot, you will be joining a multidisciplinary team of Data Scientists, Data Engineers, Data Analysts and BI Analysts totaling 8 people occupying a central place in the company. Your mission will be to develop, deploy and maintain our suite of algorithms and pipelines used for a wide range of online advertising purposes, such as multi-label classification, user knowledge and automatic real-time bidding, all in a very challenging Big Data environment in terms of volume (10TB/day) and latency.
Our current stack
Data pipelines: Spark, Scala, Python, Airflow, Trino, dbt, Kafka
Dataviz: Tableau/Microstrategy, Metabase
Cloud: AWS/GCP
Machine learning: Python, PyTorch, SparkML
But also: Docker, NodeJS, GraphQL, ScyllaDB, MongoDB, Postgres, Gitlab, Nomad, Terraform,...
🎯 TASKS
- Assume responsibility for the team's Data Science projects in all aspects from problem definition to implementation and maintenance;
- Train, version and deploy ML/DL models in a cloud or in-house environment;
- Write production-ready code and ensure the quality of code put into production through code reviews;
- Develop and maintain algorithms currently in production (a mix of ML and deterministic code);
- Keep up with technological advancements to stay at the forefront of trends;
- Contribute to the life of the team and the company: become a key contact for operational teams to respond to business issues;
- Provide mentoring to more junior members of the team
👉 MUST HAVE skills
- You have at least 5 years of experience in Data Science;
- You possess good knowledge of Python and SQL;
- You are curious, pragmatic, and have an analytical approach;
- Statistics hold no secrets for you;
- You master machine learning from feature engineering, through training and evaluation, to deployment, monitoring, and serving;
- You have already worked on an NLP topic, ideally with PyTorch;
- You have used Spark (PySpark or Spark Scala).Experience in the Real-time bidding field is a plus;
- You know and apply good development practices: Git, CI/CD, unit tests, documentation, etc;
- You are capable of working independently and managing complex projects;
- You are a team player, enjoy sharing knowledge, and help your colleagues when needed;
- You can easily express yourself in both French and English, orally and in writing.
👉 NICE TO HAVE skills
- Cloud experience is a plus;
- Experience with Scala is a plus;
✅ BENEFITS
- Variable bonus;
- The dynamic and creative environment within international teams;
- The variety of self-education courses on our e-learning platform;
- Participation in meetups and conferences locally and internationally;
- Flexible Office with up to 2 days at home.
⚙️RECRUITMENT PROCESS
- 1️⃣ 30-minute HR Screen with a Veepeeᵀᵉᶜʰ Recruiter
- 3️⃣ Technical exchange with a Tech Lead
- 4️⃣ Manager Interview
We are convinced that it is up to you to define the way you work, develop yourself, and progress. At Veepee we guarantee that you can just be yourself! For the service of diversity and inclusion, Veepee is committed to reviewing all applications received on an equal basis.
❓ WHO WE ARE
Veepeeᵀᵉᶜʰ is a tech community of 600 collaborators who play a key role in Veepee’s innovative strategy.
From Warsaw to Sevilla, through Brussels, Amsterdam, Paris, Nantes, Nice, Barcelona, and Madrid all our projects are developed in an agile environment with a wide skills variety where you’ll be sure to find your place, no matter the technology you work with.
If you love to try things why don’t you jump on this new adventure?
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