LLM Platform Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
LLM Platform Engineer (AI): Designing and scaling the core infrastructure for large language model applications with an accent on RAG systems, evaluation frameworks, and human-in-the-loop feedback. Focus on bridging the gap between machine learning research and production-scale systems to ensure dependable and fast AI experiences.
Location: Must be based in the US and live within commuting distance of the New York, Seattle, Los Angeles, or San Francisco hubs
Salary: $200,000 – $345,000
Company
is the largest livestream shopping platform in North America and Europe, enabling users to buy and sell across hundreds of categories.
What you will do
- Own the infrastructure powering LLMs across critical business surfaces, including growth, recommendations, trust and safety, and fraud.
- Create robust and scalable LLM evaluation frameworks to measure model performance and prevent regressions via CI/CD.
- Deploy RAG systems and MCP servers to ground LLM responses in business context while enforcing rigorous PII controls.
- Design efficient human-in-the-loop feedback pipelines to inform scalable LLM evaluation.
- Bridge the gap between research and production, transforming experimental ideas into scalable solutions.
Requirements
- 4+ years of professional experience developing machine learning systems and algorithms.
- 3+ years of software engineering experience building production systems for consumer-scale loads.
- 1+ years of professional experience developing software in Python.
- Experience with operational, search, and key-value databases such as PostgreSQL, DynamoDB, Elasticsearch, and Redis.
- Familiarity with AWS (Sagemaker, Lambda, S3, EC2, EKS/ECS), Apache Kafka, and Flink.
- Must be based in the United States.
Culture & Benefits
- Flexible time off policy and company-wide holidays, including spring and winter breaks.
- Comprehensive health insurance options including Medical, Dental, and Vision.
- Home office setup allowance and monthly stipends for cell phone and internet.
- 401k retirement offering for Traditional and Roth accounts in the US with up to 4% employer match.
- 16 weeks of paid parental leave.
- Monthly allowance to dogfood the app to maintain a deep understanding of the product.
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