LO
HR / recruiter — tasks, one by one
The unit of analysis is the task, not the job title. Each one below carries its direction, whether the judgement rests on evidence or on platform inference, the reasoning, and what it does not establish.
Every task on this page#
Sourcing and screening candidates
Automating✓ Evidence-backedSearching for profiles, reading hundreds of applications, scheduling and running first-round screens.
Matching profiles to requirements, ranking applications and even conducting structured first screens are all being built into applicant-tracking systems, and the volume of applications — itself inflated by candidates using the same tools — makes manual screening impossible anyway. This is the fastest-changing task in the function.
Automated screening is regulated in several jurisdictions as high-risk decision-making, and discrimination liability stays with the employer. Adoption is constrained by law and by lawsuits, not just by capability.
HR administration
Automating✓ Evidence-backedOnboarding paperwork, payroll inputs, leave, benefits queries, policy questions answered for the hundredth time.
Rule-based, high-volume and documented — self-service portals and assistants handle the majority of employee questions, and the HR systems vendors have made this the centrepiece of their products. What remains are the exceptions, which are a small share of volume and a large share of difficulty.
The exceptions that remain are a small share of volume and require the most experienced people. Departments shrink at the bottom and keep the top, which is a worse ladder rather than a stable one.
Deciding whom to hire
Still human-led✓ Evidence-backedReading a person in an interview, weighing the panel's disagreement, and making the call the manager will live with.
Hiring decisions carry legal, cultural and financial consequences that organisations have consistently declined to delegate, and the regulatory direction reinforces that. Tools structure the process and surface evidence; the accountable judgement stays with people.
The decision stays human while everything feeding it — sourcing, screening, scheduling, note-taking — does not. Protecting the final call protects one hour in a process that used to take twenty.
Handling difficult situations
Still human-led≈ Platform inferenceGrievances, performance problems, restructurings, the conversation nobody wants to have.
These situations are emotionally charged, legally sensitive and specific to the people and history involved. They are also the moments that define whether employees trust the function. There is no credible automation path, and demand for people who handle them well is stable or rising.
Demand being stable is not the same as demand growing. This is a specialist function inside HR; the recruiting and administration roles that made up the headcount are elsewhere.
Redesigning jobs around automation
New task≈ Platform inferenceWorking out which tasks in which roles are changing, what the new roles look like, and how to move people into them.
Every organisation adopting automation faces the question of what happens to the people, and it lands on HR. Skills mapping, internal mobility and redeployment planning are becoming a distinct, senior workstream — and it is, incidentally, the same task this site does for individuals.
It is project work that peaks during a transition and subsides. Building a career on helping other people through redundancy has an obvious ceiling.