About this role
Data Scientists at the SEI apply advanced statistics, data analytics, machine learning, and AI to research and solve cybersecurity challenges, developing prototypes and final products, co-authoring proposals, executing studies, and presenting findings. Current team work includes generative AI, LLMs, computer vision, multimodal and agentic AI, AI assurance, experimental design, human-in-the-loop ML, and building classifiers to identify security vulnerabilities.
Skills for this role
Advanced statisticsData analyticsMachine learningArtificial intelligencePredictive modelingStatistical modelingRPythonNumPySciPypandasPolarsMATLABRecommendation systemsTime-series forecastingProphetNeuralProphetChronosLag-LlamaNLPLLMsFine-tuningRAGLLM evaluationPrompt engineeringCausal inferenceUplift modelingSynthetic controlsLightGBMXGBoost''CatBoost''PyTorch''JAX''TensorFlow''LangChain''LlamaIndex''Hayst