Senior GenAI Data Scientist
ActiveFence
שכר לא צויןRamat Gan, IL, Ramat Gan, Israel, מרחוקסניורמשרה מלאה
משרה חיצונית, ההגשה באתר החברהאושר שהמשרה פתוחה לפני 12 שעות
Develop data science and machine learning capabilities for an automated GenAI red-teaming platform. Analyze adversarial prompts and model responses, build automated testing methods, and measure security risks across AI models.
מה תעשו
- Build agents to generate and analyze adversarial attacks through multi-step workflows.
- Clean, curate, normalize, and label prompt and response data from multiple sources.
- Analyze structured and unstructured data to identify trends, attack clusters, and anomalies.
- Develop machine learning models and predictive algorithms to automate red-teaming.
- Build evaluation and monitoring pipelines to measure attack success and model behavior.
- Take research into production by building reliable, scalable systems with testing, CI/CD, and telemetry.
דרישות
- M.Sc. in CS, EE, Math, Statistics, or a related field.
- 5+ years of hands-on data science or ML experience, with Python or R and SQL.
- 3+ years of experience with Scikit-Learn and PyTorch.
- Hands-on experience in GenAI red teaming, adversarial testing, or LLM security.
- Hands-on experience building and deploying LLM-powered or ML systems in production.
יתרון
- Experience building LLM agents or multi-agent workflows with LangGraph, LangChain, or OpenAI Agents SDK.
- Familiarity with evaluation frameworks, MLOps pipelines, and AI observability tooling.
- Data visualization with Tableau, Power BI, or matplotlib.
- Experience with AWS, including Lambda, S3, and EC2.
תנאי סף
- M.Sc. in CS, EE, Math, Statistics, or a related field
- 5+ years of hands-on data science or ML experience
- 3+ years of experience with Scikit-Learn and PyTorch
- Hands-on experience in GenAI red teaming, adversarial testing, or LLM security
PythonSQLScikit-LearnPyTorchGenAI red teamingMachine learningClusteringStatistical analysis