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Hiring Employees vs. Consultants for Ontology Work: Your Insights?

Avatar of Jeanette T.
Jeanette T.
January 05, 2022

I have a question for this group. I have been an employee as well as an independent consultant for different companies doing ontology work. In terms of semantic data do you think the push now is to hire employees or temporarily bring on consultants to build ontologies/knowledge graphs?

3 comments

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  • Avatar of Aaron B.
    Aaron B.
    路

    Needless to say, it depends. 馃檪 I think for enterprise-level initiatives, the push is to hire employees. This because enterprise knowledge graphs aren't set and done once they've been created, and the skills of knowledge engineers, ontologists, taxonomists et al. are going to be required into the future to keep the graph maintained, growing and of growing usefulness. As well, it can take a fair chunk of time to get even an experienced person onboarded with a particular domain, and that doesn't lend itself to contractors. On the other hand, for PoCs and/or smaller initiatives and/or organizations with very constrained use cased there are situations where a consultant's skills can get an outfit up and running with the required graph, with the enterprise determining at that point whether their needs or met, and if not - or if they want to grow that initial KG, make further forays, etc. - whether or not it's more consultant help they need, or the acquisition of some in-house talent.

    馃憤2
  • Avatar of Jeanette T.
    Jeanette T.
    路

    馃憤

  • Avatar of Imran K.
    Imran K.
    路

    What Aaron B. said above is true. It takes time to determine the business value and then justification to on-board resources to develop and use the knowledge graphs. So initially it's mostly a mix of small in-house team and then consultants to cover the gaps to show the value of knowledge graphs and to build the business justification to scale out.