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'Fair & transparent' and 'blind' are two different things, and neither are subsets of each other. A 'blind' hiring process _can_ be akin to, faced with a dense
by brenschluss 9y ago
'Fair & transparent' and 'blind' are two different things, and neither are subsets of each other.
A 'blind' hiring process _can_ be akin to, faced with a densely connected graph, focusing only on the most immediate causal relationships.
I do agree that 'fudge factor's are clumsy at best, where all candidates are hired, and then an arbitrary number is added to candidates based on race/gender/etc.
However, 'fudge factors' have already existed in history. For a completely different example outside of hiring practices: redlining[1] was an explicit practice of denying services/mortgages to city neighborhood based on its racial makeup.
So, what now? There have been decades of racist 'fudge-factoring' in real estate and urban development. Is the right approach to fudge-factor the other way? Or is it to be 'blind' and to look purely at the financials of each individual/organization?
Obviously this is a different scenario than hiring, and cannot necessarily be directly applied back onto hiring practices. However, we can separate out a) one way to correct for historical/systematic 'fudge factors' from b) whether or not this can apply to hiring.
I would argue that yes, you need fudge factors to correct previous problems.
It should be fair and transparent, I agree, but it will not be very clear-cut. In complex systems (densely connected graphs of causality), the only clear-cut processes are creating problems, or ignoring them. Fixing complex problems are always messy.
[1] https://en.wikipedia.org/wiki/Redlining https://en.wikipedia.org/wiki/Redlining
- richmarr 9y ago> 'Fair & transparent' and 'blind' are two different things, and neither are subsets of each other. This is true if you consider a single subject, but no longer true if you consider different stakeholders and their needs separately. (Disclaimer, this describes part of a service we provide) Specific to your point, in a hiring system modelled like ours: * Employees assessing a particular hire can operate blind (or near-blind in the case of interviews). * Hiring managers can have access to identifying information (but by default just see aggregated scoring data). * D&I managers can see aggregated demographic stats. * Candidates see their own data & scoring info