0
70/100 career outlook
Mixed picture. AI will change how you work, but the role itself is growing. Lean into the parts only you can do.
9% ai exposure+5.3% job growth
job growth
+5.3%
2024–2034
employed (2024)
107,000
people
annual openings
8,500
per year
ai exposure
6.5%
Anthropic index
how you compare
career outlook vs similar roles
1/2
the full picture
Your role sits in a strong position. AI will handle the heavy lifting on data analysis and research publication, but that's only a small slice of what you do. The 9% exposure reflects the reality: pattern-matching in datasets gets faster, but the work that matters most stays firmly in your court.
Where you're irreplaceable is in the judgment calls. Building salary scales, negotiating collective agreements, resolving classification disputes, mediating grievances. These tasks demand you read the room, understand context, weigh competing interests, and stand by a decision when people push back. AI can crunch numbers and spot inconsistencies. You interpret what those numbers mean for real people and organizations. Consulting with union officials, advising on equity programs, negotiating terms. That's negotiation and relationship work, not computation.
The job market backs this up too. Demand is growing 5.3% over the next decade, which beats flat. Use the time AI saves you on analysis to deepen your expertise in the areas where judgment matters most: complex disputes, policy design, and stakeholder communication. That's where your value concentrates.
task breakdown
this is all you
8
tasks where you're irreplaceable
- Prepare occupational classifications, job descriptions, and salary scales.
- Consult with, or serve as, technical liaison between business, industry, government, and union officials.
- Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.
- Develop, implement, administer, and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.
- Provide advice on the resolution of classification and salary complaints.
- Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances.
- Assess need for and develop job analysis instruments and materials.
- Assist in preparing and maintaining personnel records and handbooks.
ai speeds this up
2
tasks AI can assist with
- Prepare research results for publication in form of journals, books, manuals, and film.
- Plan and develop curricula and materials for training programs and conduct training.
ai handles this
1
tasks with high AI penetration
- Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.