3 часа назад
ML Evals Engineer (AI)
180 000 - 350 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Evals Engineer (AI): Designing and building comprehensive evaluation frameworks and scalable pipelines for search engines, embedding models, and LLM-driven retrieval with an accent on golden datasets, synthetic benchmarks, and real-world test suites. Focus on tracking regressions and quality signals across billions of documents, probing search limits, and shaping feedback loops for foundational search models.
Location: In-person in San Francisco, California
Salary: $180,000–$350,000 plus equity
Company
is an applied AI lab building large-scale web search infrastructure, embedding models, and vector databases.
What you will do
- Design and implement evaluation frameworks that probe the limits of search engines in an LLM-driven environment.
- Build scalable, reliable evaluation pipelines tracking regressions, drift, and quality signals across billions of documents.
- Create golden datasets, synthetic benchmarks, agentic tasks, and real-world test suites for developers, agents, and human users.
- Investigate how search quality should be evaluated and define measurement strategies for perfect search.
- Partner with ML researchers, data engineers, infrastructure engineers, and product teams to improve search-model feedback loops.
Requirements
- Hands-on ML experience in training, fine-tuning, or evaluating models.
- Strong engineering fundamentals and experience building reliable systems.
- Experience with Python, Rust, distributed pipelines, or GPU and cluster jobs.
- Ability to build evaluation sets, inspect edge cases, and develop creative measurement strategies.
- Willingness to work in person in San Francisco.
Nice to have
- Experience with embeddings or LLMs.
Culture & Benefits
- Premium medical, dental, and vision healthcare benefits.
- Fertility benefits.
- 16 weeks of fully paid parental leave for all new parents.
- Monthly wellness stipend.
- Visa sponsorship is available for international candidates, including STEM OPT, OPT, H1B, O1, and E3.
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