Machine Learning Engineer
il y a 3 jours
Liftoff is the leading growth acceleration platform for the mobile industry, helping advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps.
Liftoff's solutions, including Accelerate, Direct, Influence, Monetize, Intelligence, and Vungle Exchange, support over 6,600 mobile businesses across 74 countries in sectors such as gaming, social, finance, ecommerce, and entertainment. Founded in 2012 and headquartered in Redwood City, CA, Liftoff has a diverse, global presence.
As a Machine Learning Engineer at Liftoff, you will:
- Design, develop, and implement machine learning models to predict competitive bidding landscape, conversion rate, ad relevance to users etc.
- Analyze data to identify useful relations, patterns and features that are predictive of user behaviors, preferences, intents, interests
- Continuously identify and explore new and unconventional data sources
- Generate hypothesis and design effective online experiments to continuously iterate and improve on algorithm performance
- Take on unique modeling challenges of data sparsity, delayed feedback, as well as modeling in the context of privacy restrictions
- Work with engineering and operations teams to build machine learning models, monitor and evaluate their health and effectiveness in production
- Use strong communication skills (verbal and written) to explain statistical and machine learning concepts to both technical and non-technical audiences
**Requirements**:
- Three or more years of experience; Masters or PhD in Computer Science, Economics, Statistics, Math, Data Science, Engineering, or related field
- Be an expert in at least one scientific programming language (Python is strongly preferred)
- Be an expert in probability distributions, statistical modeling and machine learning
- Be proficient with structured query language (SQL)
- Be proficient with Bayesian statistics and modeling
Bonus:
- Be familiar with at least one deep learning framework (e.g. PyTorch, TensorFlow)
- Have experience deploying effective ML models to production
- Have experience with auction dynamics and bidding strategies
- Have experience maintaining high quality production code
- Have experience connecting to data sources and prototyping data pipelines
- Adtech experience is a plus
**Location**:
This role is located in Liftoff's Hub in Paris, France or can be in any of the following locations: England or Germany. ML Engineers located in Paris will be asked to come into the office once a week and once a month if located in one of the above countries.
- Working at Liftoff is fast-paced, fun, and challenging, and we thrive on innovation. Come join the rocket ship and help shape the future of the mobile app ecosystem with us_
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**Agency and Third Party Recruiter Notice**:
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