Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (AI): Develop and productionize ML/AI models powering classifications and insights with an accent on sensitive data classification using LLMs, NLP, and classic ML techniques. Focus on end-to-end research process including feature engineering, model deployment, evaluation, and collaboration with product and engineering teams.
Location: Tel Aviv
Company
Building the security operating model for the age of AI, providing a unified control plane for securing data, access, and AI models across humans, systems, and AI.
What you will do
- Own end-to-end research process: problem identification, feature engineering, model development, deployment, analysis, and refinement.
- Develop, evaluate, and maintain ML and NLP solutions for sensitive data classification, clustering, text extraction, document analysis, and tabular data.
- Partner with Product and Engineering to turn data-security challenges into experiments and shipped features.
- Generate insights from large user data to enhance classification capabilities at scale.
- Collaborate closely with engineers, data analysts, and security researchers.
Requirements
- BSc in computer science, math, physics, or related field
- 5+ years as data scientist
- Experience with data pipelines and big-data analytics
- Solid ML foundations: classic ML (SVM, trees, clustering), neural networks, optimization, data handling, evaluation metrics
- Expertise in LLMs: prompt engineering/tuning, task adaptation (SFT, PEFT/LoRA), RAG, production deployment with safety/latency/cost controls
- 3+ years programming in Python or similar
- Self-learner, quick to adopt new technologies
Nice to have
- Experience in NLP
- MSc in computer science, math, physics, or related field
Culture & Benefits
- Collaborative, innovative, and agile environment with inclusive and supportive culture.
- Focus on teamwork, personal and professional growth.
- Open to diverse backgrounds and perspectives.
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