From artificial intelligence engineer to data analyst
12 of the 36 essential skills of a data analyst are already essential for a artificial intelligence engineer — about 33% of the job, before you learn anything new. It is the closest move from artificial intelligence engineer in the whole taxonomy.
These numbers compare two occupations, not you and a job. What you personally already cover depends on what you have actually done.
- 12
- skills carry over
- 24
- would be new
- 33%
- of the target job covered
- 36
- essential skills of a data analyst
What a data analyst does
Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.
What carries over
12 skillsEssential in both jobs. This is the part of the move you have already made.
What would be new
24 skillsEssential for a data analyst and not for a artificial intelligence engineer. Note that the taxonomy describes activities rather than tools, so some of these may be things you already do under a different name.
- apply statistical analysis techniques
- business analytics
- business intelligence
- collect ICT data
- data engineering
- data ethics
- data quality assessment
- data visualisation software
- define data quality criteria
- documentation types
- establish data processes
- execute analytical mathematical calculations
- handle data samples
- implement data quality processes
- information confidentiality
- integrate ICT data
- interpret current data
- manage data
- normalise data
- perform data cleansing
- perform data mining
- query languages
- statistics
- use databases
Other moves from artificial intelligence engineer
1 roles- knowledge engineer11 skills in common
← artificial intelligence engineerdata analyst →The other way round
No account needed to start
How far are you from being a data analyst?
MyNodes reads your CV once, maps it to this same taxonomy, and shows you which roles you are already closest to and the few skills that would open the most doors. The file is deleted as soon as it has been read.