ActiveFence
ActiveFence
ActiveFence साइबर सुरक्षा और कृत्रिम बुद्धिमत्ता कंपनी है, जो ऑनलाइन प्लेटफ़ॉर्मों के लिए भरोसे और सुरक्षा पर केंद्रित है। इसका फुल-स्टैक समाधान खुफिया अनुसंधान, हानिकारक सामग्री की AI-आधारित पहचान और सामग्री मॉडरेशन उपकरणों को एक साथ जोड़ता है, ताकि प्लेटफ़ॉर्म बाल शोषण, दुष्प्रचार, घृणास्पद भाषण, आतंकवाद, नग्नता, धोखाधड़ी और ऑनलाइन नुकसान के अन्य रूपों जैसे जोखिमों से निपट सकें। ActiveFence अलग-अलग आकार की ट्रस्ट और सेफ्टी टीमों को सहयोग देती है और 100 से अधिक भाषाओं में दुनिया भर के तीन अरब से अधिक उपयोगकर्ताओं की सुरक्षा में मदद करती है।

Senior GenAI Data Scientist at ActiveFence (Hybrid, Israel)

Senior GenAI Data Scientist role focused on automated red teaming, machine learning, and large-scale data analysis. Build systems that help identify emerging security threats across online experiences and AI products.

विवरण

  • Develop scalable data-science agents that reason through and execute multi-step workflows for generating and analyzing adversarial attacks.
  • Manage and interpret prompt and response data from red-team campaigns, model evaluations, and synthetic attacks, including cleaning, curation, normalization, and labeling.
  • Examine structured and unstructured data to identify trends, clusters, anomalies, attack families, jailbreak techniques, and novel patterns.
  • Create machine-learning models and predictive algorithms that automate red-team processes.
  • Develop evaluation and monitoring pipelines to measure attack success and compare model behavior across providers.
  • Apply statistical methods and experiments to verify findings and support accurate, reproducible results.
  • Move research into production through reliable, scalable systems designed for cost and latency efficiency, supported by testing, CI/CD, and telemetry.

आवश्यकताएँ

  • At least five years of hands-on data-science or machine-learning experience using Python or R and SQL.
  • At least three years of experience with Scikit-Learn and PyTorch.
  • Practical experience in GenAI red teaming, adversarial testing, or LLM security.
  • Experience building and deploying LLM-powered or machine-learning systems in production.
  • Strong knowledge of LLM design patterns, including prompt engineering, tool calling, structured outputs, and RAG.
  • Strong understanding of clustering, embeddings and NLP, semantic similarity, and anomaly or novelty detection.
  • Experience developing classification, ranking, or prioritization systems.
  • Solid foundation in statistics, experimental design, and model evaluation.
  • Experience with Cradle, Apache Hadoop, Spark, and large-scale ETL and data-pipeline development.
  • M.Sc. in computer science, electrical engineering, mathematics, statistics, or a related discipline.
  • A Ph.D. is advantageous but not required.

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