Data Scientist (DLP)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (DLP): Developing and productionizing ML/AI models for sensitive data classification with an accent on NLP, LLM integration, and big-data analytics. Focus on owning the end-to-end research lifecycle, from problem framing and feature engineering to deployment and monitoring within a security-focused environment.
Location: Must be based in Tel Aviv
Company
is building the security operating model for the age of AI, providing a unified control plane to secure data, access, and behaviors across systems.
What you will do
- Lead the end-to-end research process, including problem identification, feature engineering, and model deployment.
- Develop, evaluate, and maintain machine learning and NLP solutions for sensitive data classification.
- Implement ML models for clustering, text extraction, document analysis, and tabular data classification.
- Collaborate closely with engineers, data analysts, and security researchers to ship features.
- Establish data science workflows and algorithms to process large volumes of user data.
Requirements
- BSc in computer science, math, physics, or a related field.
- 5+ years of experience as a data scientist.
- 3+ years of hands-on experience in Python.
- Proven experience with data pipelines and big-data analytics.
- Solid grounding in core machine learning concepts and techniques.
- Demonstrated expertise in applying LLMs, including prompt engineering, SFT, PEFT/LoRA, and RAG.
Nice to have
- MSc in computer science, math, physics, or related field.
- Significant experience in NLP.
Culture & Benefits
- Empowered environment where team members take initiative and move quickly.
- Focus on challenging the status quo and continuous learning.
- Collaborative team culture that celebrates shared success.
- Opportunity to work with cutting-edge AI security technologies.
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