Senior Machine Learning Researcher

1 miesiąc temu

Warsaw, Polska RTB House Pełny etat

RTB House owes its market position to an advanced, innovative bidding system based on Deep Learning. As an ML Researcher, you will be responsible for its development.


Your tasks:

Designing and implementing models, most often of deep neural networks, used to predict the behavior and preferences of Internet usersAnalysis of the latest works in the field of Machine LearningConducting and analyzing A/B tests of new solutionsDeveloping and testing new approaches to modeling key issues, such as bidding in first-price auctions


Technologies used:

Python, Java, ScalaPyTorch, NumPy, PandasJupyter Notebooks


Our expectations:

4+ years of hands-on experience with Machine Learning / Data Science Interest and willingness to constantly develop in the area of ​​Machine LearningKnowledge of statistics and probabilityProficiency in programming


Additional advantages will be:

Experience in the ML industryExperience in designing recommendation systemsPractical knowledge of the tools we use


Sample topics:

Implementation and analysis of new model architectures, such as convolutional networks, transformerAnalyze the difference in the distribution of training and production data. Estimating the scale of the problem, identifying the best solution, analysis, implementation, deploymentExperiments with the use of transfer learningA completely new approach to generating product recommendations that is free from proxy targets and uses contrastive loss function


In return, we offer: 

A very attractive salaryWork in a team of enthusiasts with experience in machine learning who willingly share their knowledge and skillsExtremely flexible cooperation conditions - you work when it is convenient for you and devote as much time as you can; you can work fully remotelyAccess to the latest technologies and the possibility of real use of them in a large-scale and highly dynamic project;Possibility of using the possessed knowledge and competences in practical applications - while optimizing algorithms supporting hundreds of millions of Internet users and monthly buyers of billions of advertising views in the RTB model, based on extensive data setsThe effects of your work immediately visible in the company's business resultsPossibility to publish your results


More information: techblog.rtbhouse.com/jobs/ 

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