Table 1Transition record

artificial intelligence engineertocomputer-aided design operator

A artificial intelligence engineer already meets 57% of what the computer-aided design operator role asks for. The move turns on 14 required skills not yet in the profile.

From artificial intelligence engineer

57%

Overlap1

To computer-aided design operator

35 Skills carried over

14 Required, not held

58.8 Difficulty2

adjacent 0–30

moderate 30–55

substantial 55–75

career change 75–100

this move, 58.8

This move: 58.8 of 100 · substantial

1 Share of the computer-aided design operator role’s weighted skill requirement already met by the artificial intelligence engineer profile. Required skills count in full, supplementary skills at 0.35. Directional: the figure for the reverse move differs. 2 Combines what is missing with how specialised it is, so a gap of general skills scores easier than the same number of narrow ones.

Table 2

Table 2 · What you already bring

Of the 35 skills that carry over, these are the ones fewest other occupations ask for. A computer-aided design operator role needs them, and most people applying for one will not have them already. This is the part of a artificial intelligence engineer background worth leading with.

Skill the target role also needs Area

already held design process communication, collaboration and creativity
already held CoffeeScript information and communication technologies (icts)
already held Erlang information and communication technologies (icts)
already held Smalltalk (computer programming) information and communication technologies (icts)
already held Microsoft Visual C++ information and communication technologies (icts)
already held COBOL information and communication technologies (icts)

All 35 carried skills, including the 35 the computer-aided design operator role treats as required.

Table 3

Table 3 · What you would need to learn

The 48 missing skills fall into 10 areas of the ESCO skill hierarchy, numbered below in the order worth working in: the areas carrying the most required skills come first, and inside each one the required skills sit above the supplementary ones.

Skill to acquire Tier

01 information and communication technologies (icts) 5 required, 2 supplementary

required, not held ABAP required
required, not held AJAX required
required, not held APL required
required, not held ASP.NET required
required, not held CAD software required

optional, not held CAE software optional
optional, not held industrial software optional

02 working with computers 4 required, 4 supplementary

required, not held use automatic programming required
required, not held create CAD drawings required
required, not held use CAD software required
required, not held use CAM software required

optional, not held use CAE software optional
optional, not held use microsoft office optional
optional, not held use specialised design software optional
optional, not held use spreadsheets software optional

03 arts and humanities 2 required, 4 supplementary

required, not held design principles required
required, not held graphic design required

optional, not held imitation jewellery optional
optional, not held jewellery processes optional
optional, not held manufacturing of jewellery optional
optional, not held industrial design optional

04 natural sciences, mathematics and statistics 2 required, 1 supplementary

required, not held trigonometry required
required, not held geometry required

optional, not held mathematics optional

05 communication, collaboration and creativity 1 required, 14 supplementary

required, not held develop design concept required

optional, not held attend design meetings optional
optional, not held create architectural sketches optional
optional, not held develop jewellery designs optional
optional, not held develop product design optional
optional, not held adjust engineering designs optional
optional, not held apply technical communication skills optional
optional, not held collaborate with engineers optional
optional, not held create solutions to problems optional
optional, not held customise drafts optional
optional, not held design automation components optional
optional, not held design circuits using CAD optional
optional, not held design engineering components optional
optional, not held develop design plans optional
optional, not held use communication techniques optional

06 engineering, manufacturing and construction 5 supplementary

optional, not held metalworking optional
optional, not held automation technology optional
optional, not held design drawings optional
optional, not held material mechanics optional
optional, not held woodworking processes optional

4 further areas in the appendix

Table 4

Table 4 · Where to start

The 3 entries a computer-aided design operator role is least likely to hire without. The ordering is computed from the skill data, not from what pays.

Each entry opens a course search for that skill. Career Overlap earns nothing from these links.

Appendix

Appendix · The rest of the record

All 35 skills that carry over

Skill Type

already held Assembly (computer programming) knowledge
already held C# knowledge
already held C++ knowledge
already held COBOL knowledge
already held CoffeeScript knowledge
already held Common Lisp knowledge
already held Erlang knowledge
already held Groovy knowledge
already held Haskell knowledge
already held Java (computer programming) knowledge
already held JavaScript knowledge
already held Lisp knowledge
already held MATLAB knowledge
already held ML (computer programming) knowledge
already held Microsoft Visual C++ knowledge
already held Objective-C knowledge
already held OpenEdge Advanced Business Language knowledge
already held PHP knowledge
already held Pascal (computer programming) knowledge
already held Perl knowledge
already held Prolog (computer programming) knowledge
already held Python (computer programming) knowledge
already held R knowledge
already held Ruby (computer programming) knowledge
already held SAP R3 knowledge
already held SAS language knowledge
already held Scala knowledge
already held Scratch (computer programming) knowledge
already held Smalltalk (computer programming) knowledge
already held Swift (computer programming) knowledge
already held TypeScript knowledge
already held VBScript knowledge
already held Visual Basic knowledge
already held computer programming knowledge
already held design process skill

The 4 learning areas not shown above

Skill to acquire Tier

07 handling and moving 1 supplementary

optional, not held attend to detail regarding jewellery creation optional

08 information skills 1 supplementary

optional, not held adapt to new design materials optional

09 management skills 1 supplementary

optional, not held apply organisational techniques optional

10 social sciences, journalism and information 1 supplementary

optional, not held documentation types optional

34 supplementary skills, helpful but not required

Skill to acquire Tier

optional, not held adapt to new design materials optional
optional, not held attend design meetings optional
optional, not held attend to detail regarding jewellery creation optional
optional, not held create architectural sketches optional
optional, not held develop jewellery designs optional
optional, not held develop product design optional
optional, not held documentation types optional
optional, not held imitation jewellery optional
optional, not held jewellery processes optional
optional, not held manufacturing of jewellery optional
optional, not held metalworking optional
optional, not held use CAE software optional
optional, not held CAE software optional
optional, not held adjust engineering designs optional
optional, not held apply organisational techniques optional
optional, not held apply technical communication skills optional
optional, not held automation technology optional
optional, not held collaborate with engineers optional
optional, not held create solutions to problems optional
optional, not held customise drafts optional
optional, not held design automation components optional
optional, not held design circuits using CAD optional
optional, not held design drawings optional
optional, not held design engineering components optional
optional, not held develop design plans optional
optional, not held industrial design optional
optional, not held industrial software optional
optional, not held material mechanics optional
optional, not held mathematics optional
optional, not held use communication techniques optional
optional, not held use microsoft office optional
optional, not held use specialised design software optional
optional, not held use spreadsheets software optional
optional, not held woodworking processes optional

54 held skills the computer-aided design operator role does not ask for

Skill Type

not needed by the target role Agile project management knowledge
not needed by the target role ICT project management methodologies knowledge
not needed by the target role LINQ knowledge
not needed by the target role N1QL knowledge
not needed by the target role Process-based management knowledge
not needed by the target role SPARQL knowledge
not needed by the target role algorithms knowledge
not needed by the target role analyse big data skill
not needed by the target role analyse business requirements skill
not needed by the target role apply ICT systems theory skill
not needed by the target role apply systemic design thinking skill
not needed by the target role artificial neural networks knowledge
not needed by the target role assess ICT knowledge skill
not needed by the target role build business relationships skill
not needed by the target role build predictive models skill
not needed by the target role build recommender systems skill
not needed by the target role business analytics knowledge
not needed by the target role business intelligence knowledge
not needed by the target role business process modelling knowledge
not needed by the target role computer simulation knowledge
not needed by the target role computer vision knowledge
not needed by the target role create data sets skill
not needed by the target role creatively use digital technologies skill
not needed by the target role data mining knowledge
not needed by the target role data models knowledge
not needed by the target role data science knowledge
not needed by the target role database development tools knowledge
not needed by the target role deep learning knowledge
not needed by the target role define technical requirements skill
not needed by the target role deliver visual presentation of data skill
not needed by the target role design application interfaces skill
not needed by the target role design database scheme skill
not needed by the target role develop creative ideas skill
not needed by the target role develop statistical software skill
not needed by the target role digital data processing skill
not needed by the target role identify processes for re-engineering skill
not needed by the target role information architecture knowledge
not needed by the target role information categorisation knowledge
not needed by the target role information extraction knowledge
not needed by the target role information structure knowledge

14 further entries not listed here

22 gaps that are knowledge rather than practice

Knowledge gaps usually close through study. Practical skill gaps usually need something you can point at.

Skill to acquire Tier

required, not held ABAP required
required, not held AJAX required
required, not held APL required
required, not held ASP.NET required
required, not held trigonometry required
required, not held CAD software required
required, not held design principles required
required, not held geometry required
required, not held graphic design required
optional, not held documentation types optional
optional, not held imitation jewellery optional
optional, not held jewellery processes optional
optional, not held manufacturing of jewellery optional
optional, not held metalworking optional
optional, not held CAE software optional
optional, not held automation technology optional
optional, not held design drawings optional
optional, not held industrial design optional
optional, not held industrial software optional
optional, not held material mechanics optional
optional, not held mathematics optional
optional, not held woodworking processes optional

Index

Other moves recorded from artificial intelligence engineer

Full index of moves from artificial intelligence engineer

Note

How this record was compiled

Both occupations are taken from ESCO, which lists the skills and knowledge each occupation is expected to have and marks every one required or optional. Nothing here is a prediction about hiring, and nothing here knows that a particular employer wants a particular certificate. Treat Table 3 as a starting point for your own research rather than a syllabus. The full method states what these figures can and cannot tell you.