Senior Staff ML Engineer, Search & Recommendation
New
Remote - United StatesFull-TimeStaff
Salary266000 - 372400 USD per year
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Job Details
- Experience
- 10+ years
- Required Skills
- PythonPyTorchGoTensorflowLLM
Requirements
- 10+ years of industry experience with deep expertise in large-scale search and recommendation systems.
- Proven ability to identify key opportunities, define roadmaps and drive scalable improvement in search relevance.
- Strong experience in building and deploying large-scale ML models using frameworks such as PyTorch or Tensorflow.
- Experience working with LLM in production, including evaluation, tuning and deployment.
- In-depth knowledge and experience working with lexical and semantic retrieval systems.
- Proficiency in object-oriented programming (Python, Golang).
Responsibilities
- Contribute to advancing Reddit's Search and Recommendations products by designing AI-driven Search experience prioritizing seamless and delightful user experience.
- Deeply understand the Reddit search product and drive the vision for the search relevance team.
- Enhance core search retrieval and ranking, design and implement new search engine features, build and scale search indexes, develop and test new pipeline components.
- Deploy ML models, integrate LLMs, and ensure robust monitoring and smooth product integration throughout the process.
- Collaborate across disciplines and with ML, Product, Infrastructure, and DS teams at Reddit to find technical solutions to complex challenges.
- Mentor and guide senior and staff engineers in the team.
- Influence org-wide technical direction and partner closely with senior leadership to shape the long-term roadmap.
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