What's it like to work as a Data Analyst? Read testimonies from real people who work as a Data Analyst—everything from work-life balance to career satisfaction. Hear from an expert and see top companies to work for as a Data Analyst. We switched to a new database system a couple years ago, and things just haven't worked as well. ETLs are still breaking due to database issues. Quick queries can take a long time to run. There's either not enough data (because tag coverage still isn't where it was two years ago) or there's TOO much data (there's hundreds of schemas to scroll through when you might only use three of them). Just about anything bad with the job has to do with working with the current database(s).