Table 1Transition record

biometriciantodemographer

A biometrician already meets 74% of what the demographer role asks for. The move turns on 9 required skills not yet in the profile.

From biometrician

74%

Overlap1

To demographer

43 Skills carried over

9 Required, not held

38.8 Difficulty2

adjacent 0–30

moderate 30–55

substantial 55–75

career change 75–100

this move, 38.8

This move: 38.8 of 100 · moderate

1 Share of the demographer role’s weighted skill requirement already met by the biometrician 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 43 skills that carry over, these are the ones fewest other occupations ask for. A demographer role needs them, and most people applying for one will not have them already. This is the part of a biometrician background worth leading with.

Skill the target role also needs Area

already held scientific modelling information and communication technologies (icts)
already held conduct public surveys information skills
already held manage database information skills
already held multidisciplinary research generic programmes and qualifications
already held research design generic programmes and qualifications
already held develop scientific theories information skills

All 43 carried skills, including the 35 the demographer role treats as required.

Table 3

Table 3 · What you would need to learn

The 21 missing skills fall into 7 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 skills 3 required, 3 supplementary

required, not held forecast human population trends required
required, not held apply scientific methods required
required, not held study human population required

optional, not held monitor sociological trends optional
optional, not held find trends in geographic data optional
optional, not held perform market research optional

02 working with computers 2 required, 2 supplementary

required, not held digital data processing required
required, not held use data processing techniques required

optional, not held apply digital mapping optional
optional, not held use spreadsheets software optional

03 generic programmes and qualifications 2 required

required, not held empirical analysis required
required, not held scientific literature required

04 social sciences, journalism and information 1 required, 2 supplementary

required, not held demography required

optional, not held quantitative analysis optional
optional, not held sociology optional

05 natural sciences, mathematics and statistics 1 required

required, not held geography required

06 communication, collaboration and creativity 3 supplementary

optional, not held advise legislators optional
optional, not held interview focus groups optional
optional, not held teach geography optional

1 further area in the appendix

Table 4

Table 4 · Where to start

The 3 entries a demographer 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 43 skills that carry over

Skill Type

already held apply for research funding skill
already held apply research ethics and scientific integrity principles in research activities skill
already held apply statistical analysis techniques skill
already held communicate with a non-scientific audience skill
already held conduct research across disciplines skill
already held demonstrate disciplinary expertise skill
already held develop professional network with researchers and scientists skill
already held disseminate results to the scientific community skill
already held draft scientific or academic papers and technical documentation skill
already held evaluate research activities skill
already held execute analytical mathematical calculations skill
already held increase the impact of science on policy and society skill
already held integrate gender dimension in research skill
already held interact professionally in research and professional environments skill
already held manage findable accessible interoperable and reusable data skill
already held manage intellectual property rights skill
already held manage open publications skill
already held manage personal professional development skill
already held manage research data skill
already held mathematics knowledge
already held mentor individuals skill
already held operate open source software skill
already held perform project management skill
already held perform scientific research skill
already held promote open innovation in research skill
already held promote the participation of citizens in scientific and research activities skill
already held promote the transfer of knowledge skill
already held publish academic research skill
already held research design knowledge
already held scientific research methodology knowledge
already held speak different languages skill
already held statistics knowledge
already held synthesise information skill
already held think abstractly skill
already held write scientific publications skill
already held apply blended learning skill
already held conduct public surveys skill
already held develop scientific theories skill
already held manage database skill
already held multidisciplinary research knowledge
already held scientific modelling knowledge
already held teach in academic or vocational contexts skill
already held write research proposals skill

The 1 learning area not shown above

Skill to acquire Tier

07 engineering, manufacturing and construction 2 supplementary

optional, not held spatial planning optional
optional, not held urban planning optional

12 supplementary skills, helpful but not required

Skill to acquire Tier

optional, not held monitor sociological trends optional
optional, not held spatial planning optional
optional, not held advise legislators optional
optional, not held apply digital mapping optional
optional, not held find trends in geographic data optional
optional, not held interview focus groups optional
optional, not held perform market research optional
optional, not held quantitative analysis optional
optional, not held sociology optional
optional, not held teach geography optional
optional, not held urban planning optional
optional, not held use spreadsheets software optional

30 held skills the demographer role does not ask for

Skill Type

not needed by the target role SAS language knowledge
not needed by the target role advise on legislative acts skill
not needed by the target role apply teaching strategies skill
not needed by the target role assess environmental impact skill
not needed by the target role assist in clinical trials skill
not needed by the target role assist scientific research skill
not needed by the target role biology knowledge
not needed by the target role biometrics knowledge
not needed by the target role computational biology knowledge
not needed by the target role computational chemistry knowledge
not needed by the target role contribute to development of biometric systems skill
not needed by the target role create software design skill
not needed by the target role data science knowledge
not needed by the target role develop scientific research protocols skill
not needed by the target role develop statistical software skill
not needed by the target role gather experimental data skill
not needed by the target role interpret current data skill
not needed by the target role life sciences knowledge
not needed by the target role manage data collection systems skill
not needed by the target role plan research process skill
not needed by the target role prepare exercise session skill
not needed by the target role prepare lesson content skill
not needed by the target role prepare visual data skill
not needed by the target role proteomics knowledge
not needed by the target role provide lesson materials skill
not needed by the target role screen reader knowledge
not needed by the target role statistical analysis system software knowledge
not needed by the target role statistical modeling techniques knowledge
not needed by the target role stem cells knowledge
not needed by the target role write work-related reports skill

8 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 demography required
required, not held empirical analysis required
required, not held geography required
required, not held scientific literature required
optional, not held spatial planning optional
optional, not held quantitative analysis optional
optional, not held sociology optional
optional, not held urban planning optional

Index

Other moves recorded from biometrician

Full index of moves from biometrician

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.