Machine Learning Engineer (w/m/d)
New Today
EU work permit required: Reddit is a community of communities. Every day, Reddit users submit, vote, and comment on the topics they care most about. With ,+ active communities and approximately M+ daily active unique visitors, Reddit is one of the internets largest sources of information. The Ads Retrieval teams mission is to identify business opportunities, provide ML models and data-driven solutions on candidate sourcing, recommendation, early ranking, and filtering in Ads upper funnel. Build and iterate on candidate sourcing and early ranking Machine Learning models and algorithms to find the most relevant, engaging, and diversified ads candidates for global optimization and various product use cases.
Design and establish a large-scale candidate indexing system to enable efficient candidate retrieval at a scale of millions to billions, which powers ads recommendation and ranking with a good balance between quality and computation efficiency.
As a machine learning engineer in the ads retrieval team, you will research, formulate, and execute on our mission to build end-to-end ML solutions and deliver the right ad to the right user under the right context with data and ML-driven solutions.
Build ads retrieval and early ranking systems for critical ML tasks with advanced industrial-level techniques.
Research, implement, test, and launch new model architectures including information retrieval, ANN, recommendation systems, deep neural networks within high-dimensional information systems.
Work on large-scale data systems, backend services, and product integration.
years of experience with applied machine learning models with TensorFlow/PyTorch with large-scale ML systems.
~+ years of end-to-end experience of training, evaluating, testing, and deploying machine learning models.
~ Proficiency with programming languages (Java, Python, Golang, C++, or similar) and statistical analysis.
~ Experience in orchestrating complicated data pipelines and system engineering on large-scale datasets.
~ Ads domain knowledge on product and ML solutions is a plus.
Pension Scheme
Private Medical and Dental Scheme
Life Assurance, Income Protection
Workspace benefit for your home office
Personal & Professional development funds
Commuter Benefits
Flexible Vacation & Reddit Global Days Off
Join us at Reddit, and help us build a community that is inclusive and empowering for everyone.
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- Location:
- Highgate, Greater London
- Job Type:
- FullTime
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