Data Scientist

Required Data Scientist
Description
We are one of the most popular and downloaded apps in the world. Working with us provides a unique opportunity to influence hundreds of millions of our users and to be part of the journey that makes us a super-app. Our mission is to make peoples lives easier by enabling meaningful connections, from precious moments with family and friends, through managing business relationships to pursuing their passions.
Connecting people across the world is a complex problem with many machine-learning applications. The purpose of this role is to implement mathematical models and algorithms to solve complex business problems in recommendations and classification. Successful outcomes will significantly impact our hundreds of millions of daily active users around the globe.
As a Data Scientist, you will work in a highly collaborative environment with extensive amounts of data to research and develop deep learning models in the domains of dating, moderation and cont

דרישות:

Masters degree in Statistics, Mathematics or Computer Science.
Minimum of 3 years of experience in designing, developing and deploying production-level deep learning recommendation models with a proven business impact.
Fluency in Python, Pandas/Dask, SQL, PyTorch or Tensorflow. Ability to write readable and maintainable code.
Strong communication and storytelling skills, capable of presenting complex technical subjects clearly to both technical and non-technical audiences.
A proven ability to read and understand AI research publications and implement algorithms and architectures from scratch.
Ability to effectively integrate and utilize AI tools to optimize workflow efficiency.
Advantages:
Advanced knowledge in generative models: Auto-encoding, adversarial models, compression.
Experience in developing deep learning graph model solutions.
Experience with managing and utilizing datasets at the scale of 10s of TB.
Publication in peer-reviewed conferences or journals on reinforcement lear