From data analyst to artificial intelligence engineer
12 of the 31 essential skills of a artificial intelligence engineer are already essential for a data analyst — about 39% of the job, before you learn anything new.
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
- 19
- would be new
- 39%
- of the target job covered
- 31
- essential skills of a artificial intelligence engineer
What a artificial intelligence engineer does
Artificial intelligence engineer apply methods of artificial intelligence in engineering, robotics and computer science to design programs which simulate intelligence including thinking models, cognitive and knowledge-based systems, problem solving, and decision making. They also integrate structured knowledge into computer systems (ontologies, knowledge bases) in order to solve complex problems normally requiring a high level of human expertise or artificial intelligence methods.
What carries over
12 skillsEssential in both jobs. This is the part of the move you have already made.
What would be new
19 skillsEssential for a artificial intelligence engineer and not for a data analyst. Note that the taxonomy describes activities rather than tools, so some of these may be things you already do under a different name.
- algorithms
- analyse business requirements
- apply ICT systems theory
- artificial neural networks
- business process modelling
- computer programming
- computer simulation
- create data sets
- creatively use digital technologies
- define technical requirements
- deliver visual presentation of data
- design process
- develop creative ideas
- develop statistical software
- information architecture
- principles of artificial intelligence
- Python (computer programming)
- systems development life-cycle
- task algorithmisation
Other moves from data analyst
2 roles- data scientist22 skills in common
- data quality specialist12 skills in common
← data analystartificial intelligence engineer →The other way round
No account needed to start
How far are you from being a artificial intelligence engineer?
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.