Inconsistent expertises for key skills of data scientists

[eileen-kuehn]

I would expect that the expertise levels defined in the role profiles should also appear in the summarising matrix of competences and their expertise for the different roles. This is for several of the stages for data scientists not the case.

R1

• Reuse data from existing sources: Role profile defines expertise intermediate while matrix defines basic
• Prepare and document for FAIR outputs: Role profile defines expertise intermediate while matrix defines expert
• Recognise, cite and acknowledge contributions: Role profile defines expertise intermediate while matrix defines basic

R2

• Reuse data from existing sources: Role profile defines expertise expert while matrix defines basic
• Use or develop open research tools/services: Role profile defines expertise expert while matrix defines basic

R3

• Plan stewardship and sharing of FAIR outputs: Role profile defines expertise expert while matrix defines basic
• Publish FAIR outputs on recommended repositories: Role profile defines expertise expert while matrix defines intermediate
• Apply policies to comply legal requirements, ethical & FAIR principles: Role profile defines expertise expert while matrix defines basic
• Secure funding for open science /support: Role profile defines expertise expert while matrix defines basic

R4

• Develop open research strategy and vision: Role profile defines expertise expert while matrix defines basic
• Apply policies to comply legal requirements, ethical & FAIR principles: Role profile defines expertise expert while matrix defines basic
• Secure funding for open science /support: Role profile defines expertise expert while matrix defines basic
• Lead good practice by example: Role profile defines expertise expert while matrix defines intermediate