8 часов назад
Data Scientist (AI)
180 000 - 240 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI) (LLM routing and analytics): Building intelligence layers, routing models, and customer-facing analytics products for a large-scale LLM marketplace with an accent on model evaluation, product metrics, and analytical data infrastructure. Focus on designing classifiers and ranking systems, analyzing billions of LLM generations, and translating statistical insights into shippable product and routing improvements.
Location: Remote (US)
Salary: $180,000–$240,000 per year, plus equity.
Company
provides an AI routing and infrastructure layer for accessing, managing, and optimizing large language models across providers.
What you will do
- Build and improve rules, heuristics, and models for model and provider routing.
- Create analytics products and perform deep-dive analyses that help users understand usage, diagnose issues, and optimize workflows.
- Design and ship user-facing data features, including task-type classification taxonomies and model performance rankings.
- Define and track product metrics such as feature adoption, user engagement, and platform health.
- Contribute to the data warehouse using dbt and ClickHouse.
- Partner with engineering and product teams to turn insights into customer-facing features and roadmap decisions.
Requirements
- 4+ years of relevant experience in data science, applied machine learning, or quantitative product roles.
- Experience shipping production-level data products, models, algorithms, classifiers, scoring systems, or automated processes.
- Strong SQL skills with large-scale analytical databases such as ClickHouse or BigQuery.
- Proficiency in Python or a similar scripting language for prototyping models, simulations, and data pipelines.
- Strong statistical and mathematical foundations, including distributions, causal inference, and experimental design.
- Deep familiarity with AI, LLMs, agents, model evaluation, prompt engineering, and the agentic ecosystem.
Nice to have
- Experience with LLM evaluation, benchmarking, human-in-the-loop assessment, and safety or quality guardrails.
- Experience with developer platforms, APIs, SDKs, or usage-based products.
- NLP or machine learning engineering experience with classifiers, embeddings, or ranking models.
- TypeScript experience for contributing to routing, API, or frontend code.
Culture & Benefits
- Full-time remote work for candidates based in the US.
- Equity is included in the compensation package.
- Independent, product-oriented work in a fast-moving, low-structure environment.
- Frequent use of coding agents, MCP servers, and modern AI tools.
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