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.
Qualifications :
- 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.
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
Remote Work :
No
Employment Type :
Full-time
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...
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.
Qualifications :
- 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.
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
Remote Work :
No
Employment Type :
Full-time
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