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Senior Machine Learning Engineer - Remote Eligible
Build large-scale ML systems to enhance ad targeting and improve advertiser outcomes.
Remote
Senior
$216,700 - 303,400 USD / year
2 weeks ago
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✨ About The Role
- The senior machine learning engineer will be responsible for the end-to-end execution of ML-based targeting products, including smart targeting expansion and keyword targeting.
- The role involves conducting offline and online experimentation of ML models to enhance targeting products and drive advertiser outcomes.
- The engineer will research, implement, test, and launch new model architectures using deep learning techniques such as GNNs and transformers.
- The position requires driving technical roadmaps and leading daily project execution while contributing to the team's vision and strategy.
- Collaboration with multiple stakeholders across product, engineering, research, and marketing is a key aspect of the job to ensure successful product integration.
âš¡ Requirements
- The ideal candidate will have over 5 years of experience in applied machine learning, particularly in leading projects that involve large-scale ML systems.
- A strong proficiency in TensorFlow or PyTorch is essential, as the role requires hands-on experience with training, evaluating, testing, and deploying machine learning models.
- Experience with data processing and pipeline orchestration tools such as Spark, Dataflow, or Airflow is crucial for success in this position.
- The candidate should have a background in working with cross-functional teams, including product, engineering, and research, to effectively productize ML research.
- Familiarity with deep learning techniques, especially in the context of retrieval systems, will be beneficial for the role.
Senior Machine Learning Engineer - Remote Eligible
Remote
$216,700 - 303,400 USD / year
Engineering
About Reddit
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