Sample interview questions: Can you discuss your experience with Bayesian statistics in astronomy?
Sample answer:
- Developed and implemented Bayesian hierarchical models to analyze large astronomical datasets, such as those from the Sloan Digital Sky Survey and the Dark Energy Survey.
- Used Bayesian methods to estimate the parameters of cosmological models, including the Hubble constant and the dark energy equation of state.
- Applied Bayesian techniques to detect and characterize exoplanets, including the discovery of several Earth-like planets in the habitable zone of their host stars.
- Developed new Bayesian algorithms for analyzing astronomical data, including methods for handling missing data and outliers.
- Presented my research at conferences and workshops, and published my findings in peer-reviewed journals.
In addition to my technical skills, I have also demonstrated strong communication and teamwork skills in my previous roles…. Read full answer
Source: https://hireabo.com/job/5_4_13/Astronomical%20Data%20Scientist