Data scientist to philosopher
A data scientist already meets 65% of what the philosopher role asks for. The move turns on 10 required skills not yet in the profile.
46.2/ 100
1 How much of what a philosopher is expected to do is already part of a data scientist’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 philosopher role is recorded as needing, required and optional together. What these numbers mean.
Why this move works
A philosopher role treats 30 of its required skills as things a data scientist already does. You would walk in with these on day one.
- apply for research funding
- apply research ethics and scientific integrity principles in research activities
- communicate with a non-scientific audience
- conduct research across disciplines
- demonstrate disciplinary expertise
- develop professional network with researchers and scientists
What stands in the way is 10 required skills the profile does not yet cover. Table 3 groups them; Table 4 says which to take first.
Table 2 · What you already bring
Of the 32 skills that carry over, these are the ones fewest other occupations ask for. A philosopher role needs them, and most people applying for one will not have them already. This is the part of a data scientist background worth leading with.
- already held scientific literature generic programmes and qualifications
- already held manage findable accessible interoperable and reusable data information skills
- already held think abstractly communication, collaboration and creativity
- already held communicate with a non-scientific audience communication, collaboration and creativity
- already held integrate gender dimension in research information skills
- already held promote the participation of citizens in scientific and research activities information skills
All 32 carried skills, including the 30 the philosopher role treats as required.
Table 3 · What you may need to learn
The 28 missing skills fall into 6 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.
- still to learn ethics required
- still to learn history of philosophy required
- still to learn logic required
- still to learn morality required
- still to learn philosophical schools of thought required
- still to learn philosophy required
- optional, not held phenomenology optional
- optional, not held cultural history optional
- optional, not held metaphysics optional
- optional, not held history optional
- optional, not held religious studies optional
- optional, not held theology optional
- still to learn rhetoric required
- optional, not held journalism optional
- optional, not held political ideologies optional
- optional, not held political science optional
- optional, not held politics optional
- optional, not held sociology optional
- optional, not held source criticism optional
- still to learn present arguments persuasively required
- optional, not held perform lectures optional
- optional, not held teach philosophy optional
- optional, not held write research proposals optional
- still to learn apply scientific methods required
- optional, not held develop scientific theories optional
- still to learn scientific research methodology required
- optional, not held Ancient Greek optional
- optional, not held Latin optional
Table 4 · Where to start
The 3 entries a philosopher 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 · The rest of the record
All 32 skills that carry over
- already held apply for research funding skill
- already held apply research ethics and scientific integrity principles in research activities 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 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 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 scientific literature knowledge
- already held speak different languages skill
- already held synthesise information skill
- already held think abstractly skill
- already held write scientific publications skill
- already held apply blended learning skill
- already held teach in academic or vocational contexts skill
18 supplementary skills, helpful but not required
- optional, not held phenomenology optional
- optional, not held cultural history optional
- optional, not held develop scientific theories optional
- optional, not held metaphysics optional
- optional, not held perform lectures optional
- optional, not held Ancient Greek optional
- optional, not held Latin optional
- optional, not held history optional
- optional, not held journalism optional
- optional, not held political ideologies optional
- optional, not held political science optional
- optional, not held politics optional
- optional, not held religious studies optional
- optional, not held sociology optional
- optional, not held source criticism optional
- optional, not held teach philosophy optional
- optional, not held theology optional
- optional, not held write research proposals optional
65 held skills the philosopher role does not ask for
- not needed by the target role Hadoop knowledge
- not needed by the target role LDAP knowledge
- not needed by the target role LINQ knowledge
- not needed by the target role MDX knowledge
- not needed by the target role N1QL knowledge
- not needed by the target role SPARQL knowledge
- not needed by the target role XQuery knowledge
- 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 collect ICT data skill
- not needed by the target role computational biology knowledge
- not needed by the target role computer simulation knowledge
- not needed by the target role create data models skill
- not needed by the target role data engineering knowledge
- not needed by the target role data ethics knowledge
- 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 quality assessment knowledge
- not needed by the target role data science knowledge
- not needed by the target role data visualisation software knowledge
- not needed by the target role define data quality criteria skill
- not needed by the target role deliver visual presentation of data skill
- not needed by the target role design database in the cloud skill
- not needed by the target role design database scheme skill
- not needed by the target role develop data processing applications skill
- not needed by the target role digital curation knowledge
- not needed by the target role empirical analysis knowledge
- not needed by the target role establish data processes skill
- not needed by the target role execute analytical mathematical calculations skill
- not needed by the target role handle data samples skill
- not needed by the target role healthcare analytics knowledge
- not needed by the target role image recognition knowledge
- not needed by the target role implement data quality processes skill
- not needed by the target role information categorisation knowledge
- not needed by the target role information extraction knowledge
- not needed by the target role integrate ICT data skill
- not needed by the target role interpret current data skill
- not needed by the target role make data-driven decisions skill
- not needed by the target role manage ICT data architecture skill
25 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.
- still to learn ethics required
- still to learn history of philosophy required
- still to learn logic required
- still to learn morality required
- still to learn philosophical schools of thought required
- still to learn philosophy required
- still to learn rhetoric required
- still to learn scientific research methodology required
- optional, not held phenomenology optional
- optional, not held cultural history optional
- optional, not held metaphysics optional
- optional, not held Ancient Greek optional
- optional, not held Latin optional
- optional, not held history optional
- optional, not held journalism optional
- optional, not held political ideologies optional
- optional, not held political science optional
- optional, not held politics optional
- optional, not held religious studies optional
- optional, not held sociology optional
- optional, not held source criticism optional
- optional, not held theology optional
Other moves recorded from data scientist
- data analyst 80% covered · moderate
- demographer 72% covered · moderate
- biometrician 69% covered · moderate
- religion scientific researcher 69% covered · moderate
- statistician 68% covered · moderate
- astronomer 67% covered · moderate
- data quality specialist 66% covered · moderate
- seismologist 66% covered · moderate
Common questions about this move
Can a data scientist become a philosopher?
Yes, and it is a moderate move. A data scientist already covers 65% of what a philosopher is expected to do: 32 skills carry over, 30 of which the philosopher role treats as required.
What skills does a data scientist need to become a philosopher?
10 required skills are missing, plus 18 optional ones. They fall into 6 areas of the ESCO skill hierarchy, led by arts and humanities. The single most important is apply scientific methods.
How hard is the move from data scientist to philosopher?
Its learning distance is 46.2 out of 100, which is the moderate band. That accounts for both how much is missing and how specialised those skills are.
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.