2 дня назад
Senior Data Scientist (AI Agents)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI Agents): Building continuous-learning, evaluation, and feedback systems for production AI agents with an accent on LLMs, NLP, benchmarking, and agent reliability. Focus on designing evaluation frameworks, deploying scalable AI systems, and translating emerging model capabilities into measurable product improvements.
Location: Tel Aviv, Israel
Company
builds Surf AI, an agentic operations platform for enterprise security teams that connects identity, cloud, HR, IT, and SaaS context to drive end-to-end remediation with human oversight.
What you will do
- Design and scale the continuous-learning ecosystem behind advanced AI agents, including benchmarks, automated evaluations, and feedback loops.
- Build evaluation frameworks for agent behavior, model quality, reliability, and product impact.
- Lead applied AI initiatives from early experimentation through production deployment.
- Collaborate with AI engineers, backend engineers, and product managers to deploy scalable and observable AI systems.
- Track developments in LLMs and agentic AI and translate relevant advances into product improvements.
Requirements
- 5+ years of experience in data science or applied machine learning.
- Experience building and shipping AI or ML systems to production.
- Strong Python skills and experience with modern ML and LLM tooling.
- Hands-on experience with LLM evaluation, prompting, embeddings, RAG, tool use, and agent workflows.
- Strong understanding of experimentation, benchmarking, metrics, data analysis, and model performance.
- Ability to write production-quality code and collaborate closely with engineering teams.
Nice to have
- Experience with PyTorch, Hugging Face, LangGraph, LangChain, or similar tools.
- Experience with fine-tuning, recommendation systems, search, or information retrieval.
- Experience building evaluation, observability, or continuous-learning infrastructure for AI agents.
Culture & Benefits
- Work with a small, senior team focused on agentic AI, applied security, and enterprise infrastructure.
- Build foundational systems and ship AI into production with substantial ownership.
- Work on security systems operating in real enterprise environments with human oversight.
- Collaborate with a company backed by Accel, Cyberstarts, and Boldstart Ventures and trusted by Fortune 500 enterprises.
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