Career Overlap Transition record Edition 1 · ESCO v1.2.1
Table 1Transition record

artificial intelligence engineertonumerical tool and process control programmer

A artificial intelligence engineer already meets 60% of what the numerical tool and process control programmer role asks for. The move turns on 17 required skills not yet in the profile.

From artificial intelligence engineer
60%
Overlap1
To numerical tool and process control programmer
34 Skills carried over
17 Required, not held
54.2 Difficulty2
Career overlap Strong match

60%

Learning distance Real move, short list to learn

54.2/ 100

1 Share of the numerical tool and process control programmer 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.

Why

Why this move works

A numerical tool and process control programmer role treats 34 of its required skills as things a artificial intelligence engineer already does. These are the ones it depends on most.

  • Assembly (computer programming)
  • C#
  • C++
  • COBOL
  • CoffeeScript
  • Common Lisp

What stands in the way is 17 required skills the profile does not yet cover. Table 3 groups them; Table 4 says which to take first.

Table 2

Table 2 · What you already bring

Of the 34 skills that carry over, these are the ones fewest other occupations ask for. A numerical tool and process control programmer 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 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)
  • already held Common Lisp information and communication technologies (icts)

All 34 carried skills, including the 34 the numerical tool and process control programmer role treats as required.

Table 3

Table 3 · What you would need to learn

The 32 missing skills fall into 8 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) 6 required
  • required, not held ABAP required
  • required, not held AJAX required
  • required, not held APL required
  • required, not held ASP.NET required
  • required, not held ICT system programming required
  • required, not held CAD software required
02 working with computers 3 required, 3 supplementary
  • required, not held program a CNC controller required
  • required, not held set up the controller of a machine required
  • required, not held use CAD software required
  • optional, not held perform data analysis optional
  • optional, not held use CAM software optional
  • optional, not held use computer-aided engineering systems optional
03 engineering, manufacturing and construction 2 required, 6 supplementary
  • required, not held blueprints required
  • required, not held quality and cycle time optimisation required
  • optional, not held engineering processes optional
  • optional, not held electrical engineering optional
  • optional, not held engineering principles optional
  • optional, not held lathe machine parts optional
  • optional, not held manufacturing processes optional
  • optional, not held mechanics optional
04 information skills 2 required, 1 supplementary
  • required, not held apply control process statistical methods required
  • required, not held read standard blueprints required
  • optional, not held use technical documentation optional
05 communication, collaboration and creativity 1 required, 2 supplementary
  • required, not held troubleshoot required
  • optional, not held advise client on technical possibilities optional
  • optional, not held advise on safety improvements optional
06 natural sciences, mathematics and statistics 1 required, 2 supplementary
  • required, not held statistical process control required
  • optional, not held 3D modelling optional
  • optional, not held mathematics optional

2 further areas in the appendix

Table 4

Table 4 · Where to start

The 3 entries a numerical tool and process control programmer 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 34 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
The 2 learning areas not shown above
Skill to acquire Tier
07 working with machinery and specialised equipment 1 required, 1 supplementary
  • required, not held use measurement instruments required
  • optional, not held tend lathe optional
08 management skills 1 required
  • required, not held ensure equipment availability required
15 supplementary skills, helpful but not required
Skill to acquire Tier
  • optional, not held engineering processes optional
  • optional, not held 3D modelling optional
  • optional, not held advise client on technical possibilities optional
  • optional, not held advise on safety improvements optional
  • optional, not held electrical engineering optional
  • optional, not held engineering principles optional
  • optional, not held lathe machine parts optional
  • optional, not held manufacturing processes optional
  • optional, not held mathematics optional
  • optional, not held mechanics optional
  • optional, not held perform data analysis optional
  • optional, not held tend lathe optional
  • optional, not held use CAM software optional
  • optional, not held use computer-aided engineering systems optional
  • optional, not held use technical documentation optional
55 held skills the numerical tool and process control programmer 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 design process 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

15 further entries not listed here

17 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 ICT system programming required
  • required, not held CAD software required
  • required, not held blueprints required
  • required, not held quality and cycle time optimisation required
  • required, not held statistical process control required
  • optional, not held engineering processes optional
  • optional, not held 3D modelling optional
  • optional, not held electrical engineering optional
  • optional, not held engineering principles optional
  • optional, not held lathe machine parts optional
  • optional, not held manufacturing processes optional
  • optional, not held mathematics optional
  • optional, not held mechanics 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.