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

big data archive librariantochief data officer

A big data archive librarian already meets 47% of what the chief data officer role asks for. The move turns on 11 required skills not yet in the profile.

From big data archive librarian
47%
Overlap1
To chief data officer
33 Skills carried over
11 Required, not held
60.6 Difficulty2
Career overlap Partial match

47%

Learning distance Substantial retraining

60.6/ 100

1 Share of the chief data officer role’s weighted skill requirement already met by the big data archive librarian 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 chief data officer role treats 5 of its required skills as things a big data archive librarian already does. These are the ones it depends on most.

  • apply information security policies
  • information structure
  • manage ICT data classification
  • manage data
  • visual presentation techniques

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 33 skills that carry over, these are the ones fewest other occupations ask for. A chief data officer role needs them, and most people applying for one will not have them already. This is the part of a big data archive librarian background worth leading with.

Skill the target role also needs Area
  • already held manage ICT data classification working with computers
  • already held integrate ICT data working with computers
  • already held Oracle Relational Database information and communication technologies (icts)
  • already held CA Datacom/DB information and communication technologies (icts)
  • already held Filemaker (database management systems) information and communication technologies (icts)
  • already held IBM Informix information and communication technologies (icts)

All 33 carried skills, including the 5 the chief data officer role treats as required.

Table 3

Table 3 · What you would need to learn

The 28 missing skills fall into 9 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) 4 required, 8 supplementary
  • required, not held data mining required
  • required, not held data storage required
  • required, not held decision support systems required
  • required, not held data science required
  • optional, not held cloud technologies optional
  • optional, not held information architecture optional
  • optional, not held information extraction optional
  • optional, not held information security strategy optional
  • optional, not held online analytical processing optional
  • optional, not held unstructured data optional
  • optional, not held data engineering optional
  • optional, not held image recognition optional
02 management skills 2 required, 3 supplementary
  • required, not held define data quality criteria required
  • required, not held define technology strategy required
  • optional, not held coordinate technological activities optional
  • optional, not held apply change management optional
  • optional, not held manage business knowledge optional
03 information skills 1 required, 2 supplementary
  • required, not held make data-driven decisions required
  • optional, not held implement ICT risk management optional
  • optional, not held report analysis results optional
04 communication, collaboration and creativity 1 required, 1 supplementary
  • required, not held manage ICT data architecture required
  • optional, not held deliver visual presentation of data optional
05 working with computers 1 required, 1 supplementary
  • required, not held utilise decision support system required
  • optional, not held use databases optional
06 arts and humanities 1 required
  • required, not held data ethics required

3 further areas in the appendix

Table 4

Table 4 · Where to start

The 3 entries a chief data officer 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 33 skills that carry over
Skill Type
  • already held apply information security policies skill
  • already held information structure knowledge
  • already held manage ICT data classification skill
  • already held manage data skill
  • already held visual presentation techniques knowledge
  • already held CA Datacom/DB knowledge
  • already held DB2 knowledge
  • already held Filemaker (database management systems) knowledge
  • already held IBM Informix knowledge
  • already held LDAP knowledge
  • already held LINQ knowledge
  • already held MDX knowledge
  • already held Microsoft Access knowledge
  • already held MySQL knowledge
  • already held N1QL knowledge
  • already held ObjectStore knowledge
  • already held OpenEdge Database knowledge
  • already held Oracle Relational Database knowledge
  • already held PostgreSQL knowledge
  • already held SPARQL knowledge
  • already held SQL Server knowledge
  • already held Teradata Database knowledge
  • already held XQuery knowledge
  • already held business intelligence knowledge
  • already held data models knowledge
  • already held data quality assessment knowledge
  • already held database knowledge
  • already held database development tools knowledge
  • already held database management systems knowledge
  • already held information confidentiality knowledge
  • already held integrate ICT data skill
  • already held query languages knowledge
  • already held resource description framework query language knowledge
The 3 learning areas not shown above
Skill to acquire Tier
07 business, administration and law 1 required
  • required, not held business processes required
08 assisting and caring 1 supplementary
  • optional, not held develop information security strategy optional
09 social sciences, journalism and information 1 supplementary
  • optional, not held information categorisation optional
17 supplementary skills, helpful but not required
Skill to acquire Tier
  • optional, not held cloud technologies optional
  • optional, not held coordinate technological activities optional
  • optional, not held develop information security strategy optional
  • optional, not held implement ICT risk management optional
  • optional, not held information architecture optional
  • optional, not held information categorisation optional
  • optional, not held information extraction optional
  • optional, not held information security strategy optional
  • optional, not held online analytical processing optional
  • optional, not held unstructured data optional
  • optional, not held apply change management optional
  • optional, not held data engineering optional
  • optional, not held deliver visual presentation of data optional
  • optional, not held image recognition optional
  • optional, not held manage business knowledge optional
  • optional, not held report analysis results optional
  • optional, not held use databases optional
40 held skills the chief data officer role does not ask for
Skill Type
  • not needed by the target role IBM InfoSphere DataStage knowledge
  • not needed by the target role IBM InfoSphere Information Server knowledge
  • not needed by the target role Informatica PowerCenter knowledge
  • not needed by the target role MarkLogic knowledge
  • not needed by the target role Oracle Data Integrator knowledge
  • not needed by the target role Oracle Warehouse Builder knowledge
  • not needed by the target role Pentaho Data Integration knowledge
  • not needed by the target role QlikView Expressor knowledge
  • not needed by the target role SAP Data Services knowledge
  • not needed by the target role SAS Data Management knowledge
  • not needed by the target role SQL Server Integration Services knowledge
  • not needed by the target role TripleStore knowledge
  • not needed by the target role analyse big data skill
  • not needed by the target role comply with legal regulations skill
  • not needed by the target role creatively use digital technologies skill
  • not needed by the target role data extraction, transformation and loading tools knowledge
  • not needed by the target role design database backup specifications skill
  • not needed by the target role design database scheme skill
  • not needed by the target role develop ICT workflow skill
  • not needed by the target role digital curation knowledge
  • not needed by the target role digital data processing skill
  • not needed by the target role digitise documents skill
  • not needed by the target role digitization knowledge
  • not needed by the target role give live presentation skill
  • not needed by the target role identify technological needs skill
  • not needed by the target role maintain data entry requirements skill
  • not needed by the target role maintain database performance skill
  • not needed by the target role maintain database security skill
  • not needed by the target role manage archive users guidelines skill
  • not needed by the target role manage content metadata skill
  • not needed by the target role manage data collection systems skill
  • not needed by the target role manage database skill
  • not needed by the target role manage digital archives skill
  • not needed by the target role manage information access aids skill
  • not needed by the target role migrate existing data skill
  • not needed by the target role monitor technology trends skill
  • not needed by the target role normalise data skill
  • not needed by the target role perform backups skill
  • not needed by the target role statistics knowledge
  • not needed by the target role write database documentation skill
15 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 data mining required
  • required, not held data storage required
  • required, not held decision support systems required
  • required, not held business processes required
  • required, not held data ethics required
  • required, not held data science required
  • optional, not held cloud technologies optional
  • optional, not held information architecture optional
  • optional, not held information categorisation optional
  • optional, not held information extraction optional
  • optional, not held information security strategy optional
  • optional, not held online analytical processing optional
  • optional, not held unstructured data optional
  • optional, not held data engineering optional
  • optional, not held image recognition optional
Index

Other moves recorded from big data archive librarian

Full index of moves from big data archive librarian

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.