Senior Staff ML Engineer (Search & Recommendation)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Staff ML Engineer (Search & Recommendation): Designing and building a large-scale system that powers end-to-end search relevance at scale with an accent on query understanding, retrieval, and ranking. Focus on integrating LLMs, implementing RAG, and scaling search indexes to support billions of users.
Location: Remote (Must be based in the United States)
Salary: $266,000 - $372,400 USD
Company
is a massive community-driven platform and one of the internet's largest sources of authentic human conversation and information.
What you will do
- Design AI-driven search experiences and drive the long-term technical vision for the search relevance team.
- Enhance core search retrieval and ranking systems, build search indexes, and develop new pipeline components.
- Deploy ML models and integrate LLMs to redefine how users discover and interact with information.
- Collaborate across ML, Product, Infrastructure, and Data Science teams to solve complex technical challenges.
- Mentor and guide senior and staff engineers within the team.
- Partner with senior leadership to shape the organization-wide technical roadmap.
Requirements
- 10+ years of industry experience with deep expertise in large-scale search and recommendation systems.
- Strong experience building and deploying large-scale ML models using PyTorch or Tensorflow.
- Experience working with LLMs in production, including evaluation, tuning, and deployment.
- In-depth knowledge of lexical and semantic retrieval systems.
- Proficiency in object-oriented programming with Python and Golang.
- Must be based in the United States.
Nice to have
- Experience building production Agentic AI frameworks.
Culture & Benefits
- Comprehensive healthcare benefits and income replacement programs.
- 401k plan with employer match.
- Flexible vacation and paid volunteer time off.
- Generous paid parental leave and family planning support.
- Mental health, coaching, and gender-affirming care benefits.
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