Machine Learning Engineer - Ads

Plný úvazek
Issy-les-Moulineaux
Plat: Neuvedeno
zkušenosti: > 4 roky

Dailymotion SA
Dailymotion SA

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Pozice

Popis pozice

Make a huge impact at Dailymotion by joining our team as a Machine Learning Engineer. You will be responsible for building models and making data-driven decisions that shape the future experience of all Dailymotion viewers.

You will:

  • Work on data science challenges related to monetization optimization by leveraging petabytes of video, audience engagement, and advertising data to improve both revenue performance and user experience.
  • Take ownership of end-to-end machine learning initiatives from ideation to deployment, and proactively drive improvements in subjects like ad pressure, targeting, pricing, or delivery strategies.
  • Contribute to and improve our existing machine learning models.
  • Design robust and accurate new models.
  • Work closely and collaboratively with different teams throughout the full cycle of model development:
    • Definition of success metrics with stakeholders
    • Data collection and hypothesis selection with the support of the Data Analysts team
    • Machine learning experiments (feature engineering, model selection, offline validation, and A/B testing)
    • Deployment, orchestration, and maintenance on managed cloud platforms with the Data Engineering team
  • Contribute to and promote good software engineering practices across the Machine Learning team.
Additional Information

Location: Flex Office in Issy Les Moulineaux

Start Date: depending on your availabilities 

Contract Type: Permanent 

 

🔍Want to learn more about us :

For the France offices :

💰 Saving Plan Canal +

🍼  Paternity leave or Coparental leave extended 

🕶️  Living Employee Culture (Events/Trainings/Parties/All hands,…) 

🚀  Career development support (training/internal mobility/compensation cycle/360 feedback review …)

🏥  High-end Health Insurance and Personal Services Vouchers (CESU)

⛱️  Paid Time off – RTT and Saving time plan (CET)

✅  Meal Vouchers – Public Transport and Bike refund 

🎡 European Economic and Social Committee (sport membership/cinemas vouchers/gift vouchers/discount) 

⚽Fitness Subscription thanks to our partnership with Gymlib


Požadavky na pozici

  • Some years of professional experience working with machine learning models and building ML pipelines (experience in the AdTech industry is a plus).
  • Strong expertise in machine learning and ability to explain theoretical concepts clearly.
  • Strong coding skills in Python & SQL.
  • Proven experience building production ML systems and familiarity with the related technical stack (GitHub, GCP/AWS/Azure, Docker & Airflow).
  • Experience with distributed frameworks is a big plus (Dataflow, Spark…).
  • Solid business sense and great communication skills in both English and French (fluent proficiency).
  • Autonomy and proactivity are key for this position.

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