About the role
Title
Data Science Intern BELONG. CONNECT. GROW. with KBR. Around here, we define the future. We are a company of innovators, thinkers, creators, explorers, volunteers, and dreamers. But we all share one goal: to improve the world responsibly and safely.
Position Summary
Intern positions are available at NASA Ames Research Center to participate in the development of an risk assessment framework using aviation safety data. Time commitment is negotiable. Master’s through early PhD. The opportunity is focused on developing data-mining and artificial intelligence (AI) techniques to extract and analyze safety-critical information from aviation accident and incident reports. The project will leverage existing machine learning tools to process reports from the Aviation Safety Reporting System (ASRS) and National Transportation Safety Board (NTSB) databases and identify safety events, contributing factors, causal relationships, and recurring patterns. The intern will support the development of an automated data-mining pipeline for extracting and organizing this information and will analyze the resulting data to identify factor combinations, event frequencies, and trends across aviation safety reports. The extracted information will then be translated into quantitative risk inputs, including event likelihoods and conditional probabilities, to support the development of data-driven probabilistic risk assessment (PRA) models. The resulting methods and tools are intended to improve the use of historical aviation safety data for identifying emerging risks and supporting quantitative aviation safety assessment and decision-making.
Required
Strong Python programming language skills Background in Bayesian networks, graph structure, probability and statistics.
Desired
Experience with large datasets Interest in researching and developing methods for data analysis, fault mode and effect analysis (FMEA). Good software engineering skills (design of unit tests, performance profiling a
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