Career Overlap Transition record
RecordMove

ICT system architect to knowledge engineer

An ICT system architect already meets 61% of what the knowledge engineer role asks for. The move turns on 11 required skills not yet in the profile.

Fig. 1 · Skill transfer ESCO v1.2.1 · directional
From ICT system architect
61 % overlap
Strong match
To knowledge engineer
56 You already bring
11 Still to learn
89 Skills in the target role2
Learning distance Real move, short list to learn

53.7/ 100

1 How much of what a knowledge engineer is expected to do is already part of an ICT system architect’s work. Directional: the figure for the reverse move differs, because moving into a speciality is not the same problem as moving out of one. 2 Every skill the knowledge engineer role is recorded as needing, required and optional together. What these numbers mean.

Why

Why this move works

A knowledge engineer role treats 14 of its required skills as things an ICT system architect already does. You would walk in with these on day one.

  • analyse business requirements
  • apply ICT systems theory
  • assess ICT knowledge
  • business process modelling
  • database development tools
  • define technical requirements

What stands in the way is 11 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 56 skills that carry over, these are the ones fewest other occupations ask for. A knowledge engineer role needs them, and most people applying for one will not have them already. This is the part of an ICT system architect background worth leading with.

Skill the target role also needs Area
  • already held systems theory information and communication technologies (icts)
  • already held apply ICT systems theory working with computers
  • already held assess ICT knowledge management skills
  • already held database development tools information and communication technologies (icts)
  • already held task algorithmisation information and communication technologies (icts)
  • already held design database scheme communication, collaboration and creativity

All 56 carried skills, including the 14 the knowledge engineer role treats as required.

Table 3

Table 3 · What you may need to learn

The 33 missing skills fall into 8 areas of the ESCO skill hierarchy, numbered in the order worth working in. Areas carrying the most required skills come first, and inside each one the required skills sit above the optional ones. Nothing here is a verdict on you: it is a list of what this particular job asks for that your current one does not.

Skill to pick up Tier
01 information and communication technologies (icts) 5 required, 8 supplementary
  • still to learn information extraction required
  • still to learn principles of artificial intelligence required
  • still to learn resource description framework query language required
  • still to learn data engineering required
  • still to learn data science required
  • optional, not held LINQ optional
  • optional, not held N1QL optional
  • optional, not held SPARQL optional
  • optional, not held cloud technologies optional
  • optional, not held data mining optional
  • optional, not held decision support systems optional
  • optional, not held information architecture optional
  • optional, not held unstructured data optional
02 working with computers 2 required, 8 supplementary
  • still to learn manage ICT semantic integration required
  • still to learn use databases required
  • optional, not held define database physical structure optional
  • optional, not held implement a virtual private network optional
  • optional, not held use query languages optional
  • optional, not held utilise decision support system optional
  • optional, not held manage digital documents optional
  • optional, not held store digital data and systems optional
  • optional, not held use back-up and recovery tools optional
  • optional, not held use spreadsheets software optional
03 arts and humanities 1 required, 1 supplementary
  • still to learn natural language processing required
  • optional, not held visual presentation techniques optional
04 business, administration and law 1 required, 1 supplementary
  • still to learn business intelligence required
  • optional, not held ICT project management optional
05 information skills 1 required
  • still to learn create semantic trees required
06 management skills 1 required
  • still to learn manage business knowledge required

2 further areas in the appendix

Table 4

Table 4 · Where to start

The 3 entries a knowledge engineer 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 56 skills that carry over
Skill Type
  • already held analyse business requirements skill
  • already held apply ICT systems theory skill
  • already held assess ICT knowledge skill
  • already held business process modelling knowledge
  • already held database development tools knowledge
  • already held define technical requirements skill
  • already held information structure knowledge
  • already held manage database skill
  • already held systems development life-cycle knowledge
  • already held systems theory knowledge
  • already held task algorithmisation knowledge
  • already held use an application-specific interface skill
  • already held use markup languages skill
  • already held web programming knowledge
  • already held ABAP knowledge
  • already held AJAX knowledge
  • already held APL knowledge
  • already held ASP.NET knowledge
  • 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 ICT security legislation 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 build business relationships skill
  • already held computer programming knowledge
  • already held design database scheme skill
  • already held manage cloud data and storage skill
The 2 learning areas not shown above
Skill to pick up Tier
07 communication, collaboration and creativity 2 supplementary
  • optional, not held create database diagrams optional
  • optional, not held design application interfaces optional
08 social sciences, journalism and information 2 supplementary
  • optional, not held information categorisation optional
  • optional, not held cognitive psychology optional
22 supplementary skills, helpful but not required
Skill to pick up Tier
  • optional, not held ICT project management optional
  • optional, not held LINQ optional
  • optional, not held N1QL optional
  • optional, not held SPARQL optional
  • optional, not held cloud technologies optional
  • optional, not held create database diagrams optional
  • optional, not held data mining optional
  • optional, not held decision support systems optional
  • optional, not held define database physical structure optional
  • optional, not held design application interfaces optional
  • optional, not held implement a virtual private network optional
  • optional, not held information architecture optional
  • optional, not held information categorisation optional
  • optional, not held unstructured data optional
  • optional, not held use query languages optional
  • optional, not held utilise decision support system optional
  • optional, not held visual presentation techniques optional
  • optional, not held cognitive psychology optional
  • optional, not held manage digital documents optional
  • optional, not held store digital data and systems optional
  • optional, not held use back-up and recovery tools optional
  • optional, not held use spreadsheets software optional
36 held skills the knowledge engineer role does not ask for
Skill Type
  • not needed by the target role Agile project management knowledge
  • not needed by the target role ICT process quality models knowledge
  • not needed by the target role ICT project management methodologies knowledge
  • not needed by the target role ICT system integration knowledge
  • not needed by the target role ICT system programming knowledge
  • not needed by the target role Oracle WebLogic knowledge
  • not needed by the target role Process-based management knowledge
  • not needed by the target role acquire system component skill
  • not needed by the target role align software with system architectures skill
  • not needed by the target role apply technical communication skills skill
  • not needed by the target role create data models skill
  • not needed by the target role defence standard procedures knowledge
  • not needed by the target role design cloud architecture skill
  • not needed by the target role design database in the cloud skill
  • not needed by the target role design enterprise architecture skill
  • not needed by the target role design for organisational complexity skill
  • not needed by the target role design information system skill
  • not needed by the target role design process skill
  • not needed by the target role develop with cloud services skill
  • not needed by the target role digital systems knowledge
  • not needed by the target role hardware platforms knowledge
  • not needed by the target role image recognition knowledge
  • not needed by the target role implement ICT security policies skill
  • not needed by the target role integrate system components skill
  • not needed by the target role lean project management knowledge
  • not needed by the target role manage staff skill
  • not needed by the target role manage standards for data exchange skill
  • not needed by the target role manage system testing skill
  • not needed by the target role model based system engineering knowledge
  • not needed by the target role perform resource planning skill
  • not needed by the target role plan migration to cloud skill
  • not needed by the target role provide cost benefit analysis reports skill
  • not needed by the target role security engineering knowledge
  • not needed by the target role solve ICT system problems skill
  • not needed by the target role system design knowledge
  • not needed by the target role use object-oriented programming skill
19 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 pick up Tier
  • still to learn information extraction required
  • still to learn natural language processing required
  • still to learn principles of artificial intelligence required
  • still to learn resource description framework query language required
  • still to learn business intelligence required
  • still to learn data engineering required
  • still to learn data science required
  • optional, not held ICT project management optional
  • optional, not held LINQ optional
  • optional, not held N1QL optional
  • optional, not held SPARQL optional
  • optional, not held cloud technologies optional
  • optional, not held data mining optional
  • optional, not held decision support systems optional
  • optional, not held information architecture optional
  • optional, not held information categorisation optional
  • optional, not held unstructured data optional
  • optional, not held visual presentation techniques optional
  • optional, not held cognitive psychology optional
Index

Other moves recorded from ICT system architect

Full index of moves from ICT system architect

FAQ

Common questions about this move

Can an ICT system architect become a knowledge engineer?

Yes, and it is a moderate move. An ICT system architect already covers 61% of what a knowledge engineer is expected to do: 56 skills carry over, 14 of which the knowledge engineer role treats as required.

What skills does an ICT system architect need to become a knowledge engineer?

11 required skills are missing, plus 22 optional ones. They fall into 8 areas of the ESCO skill hierarchy, led by information and communication technologies (icts). The single most important is create semantic trees.

How hard is the move from ICT system architect to knowledge engineer?

Its learning distance is 53.7 out of 100, which is the moderate band. That accounts for both how much is missing and how specialised those skills are.

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.