RMI / BOOKSHuman Resources in the Age of Artificial Intelligence

Chapter 9

The future of work and the profession

Scenarios, competencies and criteria for guiding a transformation centered on people.

Scenarios, competencies and criteria for guiding a transformation centered on people.
Conceptual illustrations; they do not represent data or exact technical processes.

9.1 Tasks and jobs

Automation affects tasks unevenly. A job combines activities, relationships and responsibilities that do not change at the same pace. Predictions of replacement should therefore be treated cautiously and state their assumptions explicitly.

Organizational analysis must consider redesign, task allocation and new coordination needs. Saving time does not itself determine how that benefit is distributed. Its distribution depends on decisions about training, workload, service quality and working conditions.

9.2 Professional competencies

Human Resources professionals need to combine knowledge of work, data interpretation and ethical judgment. Not everyone needs to develop models, but they do need to understand their limits and ask demanding questions of vendors and technical teams.

The ability to translate human needs into verifiable requirements becomes important. So does the ability to explain results without hiding uncertainty, recognize conflicts and coordinate reviews. Technology expands the tools available; it does not eliminate responsibility for exercising judgment.

9.3 Inclusion and access

Transformation can create opportunities for participation as well as new barriers. Systems must consider linguistic diversity, disability, technological experience and working arrangements. Accessibility belongs in the design rather than being added as a final improvement.

It is necessary to observe who can benefit from training and who is excluded from digital channels. Support measures must address those differences. An identical interface does not guarantee equal opportunities to use it.

9.4 Participation and negotiation

Technological decisions alter power relations concerning information, supervision and evaluation. They must be discussed with the relevant functions and representatives. Participation can improve legitimacy and reveal effects that project management does not anticipate.

A governance framework must establish excluded uses, review channels and criteria for change. Commitments must be understandable and verifiable. Consultation does not replace legal obligations, but it can contribute to better-informed decisions.

9.5 Open scenarios

The future is not a single trajectory. Useful applications, failed uses and deliberate decisions not to automate can coexist. Planning must preserve adaptability and avoid investment based solely on enthusiasm or fear.

The relevant question is what kind of work we want to build and how we will evaluate whether technology contributes to it. Keeping that question open helps examine distributional effects, rights and job quality alongside costs and productivity.

Questionnaires

Chapter knowledge & Human Resources dilemmas

Dilemmas receive no moral or employability score and are not used to assess job candidates.

Chapter knowledgeWhy is it useful to analyze tasks rather than only whole jobs?Optional; maximum 500 characters.
Chapter knowledgeWhat does an identical interface for everyone guarantee?Optional; maximum 500 characters.
Human Resources dilemmasAutomation saves hours. Which priority do you advocate?Optional; maximum 500 characters.
Human Resources dilemmasA single platform excludes part of the workforce. What do you propose?Optional; maximum 500 characters.

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