2 дня назад
Data Science Intern (AI)
53 800 - 80 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Science Intern (AI) (Aviation Safety): Developing an automated data-mining pipeline for aviation accident and incident reports with an accent on machine learning, safety-event extraction, and probabilistic risk assessment. Focus on analyzing causal relationships, recurring patterns, event likelihoods, and conditional probabilities using Python, Bayesian networks, graph structures, probability, and statistics.
Location: Moffett Field, California; work at NASA Ames Research Center
Salary: $53,800–$80,700 annually; the stated pay range is specific to Chicago, Illinois, and the final rate depends on the selected candidate’s working location and qualifications.
Company
is an engineering and technology company focused on responsible and safe innovation, including aviation safety research conducted with NASA Ames Research Center.
What you will do
- Develop a risk assessment framework using aviation safety data.
- Apply data-mining and artificial intelligence techniques to aviation accident and incident reports.
- Process Aviation Safety Reporting System and National Transportation Safety Board databases to identify safety events, contributing factors, causal relationships, and recurring patterns.
- Support an automated pipeline for extracting and organizing safety information.
- Analyze factor combinations, event frequencies, and trends across aviation safety reports.
- Translate extracted information into event likelihoods and conditional probabilities for probabilistic risk assessment models.
Requirements
- Master’s-level through early PhD academic background.
- Strong Python programming skills.
- Background in Bayesian networks, graph structures, probability, and statistics.
- Ability to work at NASA Ames Research Center in Moffett Field, California.
- Part-time availability with a negotiable time commitment.
Nice to have
- Experience working with large datasets.
- Interest in data-analysis methods and fault mode and effect analysis.
- Software engineering experience with unit testing, performance profiling, optimization, and documentation.
Culture & Benefits
- Benefits may include a 401(k) plan with company match, medical, dental, vision, life insurance, AD&D, flexible spending account, disability coverage, and paid time off.
- Flexible work schedules may be available depending on the position.
- Professional training and development support career advancement.
- promotes a Zero Harm and People First culture.
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