Three years after the Great Resignation peaked, the labor market has not returned to normal — and it never will. In 2026, there are still 1.4 open positions for every unemployed worker in North America. But the shortage is not evenly distributed. High-skill, creative, and relationship-driven roles get filled. The positions that stay vacant for months are the ones involving repetitive, manual, screen-to-screen data work. Companies that automate this unwanted work are not just solving a hiring problem — they are building a structural advantage.
The Jobs Nobody Wants
Labor economists have identified clear patterns in the roles with the highest vacancy rates and turnover:
| Role Category | Average Time to Fill | Annual Turnover | Primary Tasks |
|---|---|---|---|
| Data entry clerks | 68 days | 45% | Re-keying data between systems |
| Accounts payable processors | 52 days | 38% | Invoice matching, entry, payments |
| Claims processors | 61 days | 42% | Document review, validation, data entry |
| Order processing coordinators | 47 days | 35% | Order entry, inventory checks, shipping |
| Compliance documentation staff | 55 days | 33% | Report generation, audit trail maintenance |
These roles share a common thread: they are highly repetitive, rule-based, and deeply unfulfilling for humans. Workers leave because the work is monotonous, not because the pay is poor.
Automation as a Labor Strategy
Forward-thinking companies have stopped trying to hire their way out of this problem. Instead, they are reframing automation as a workforce strategy:
- Automate the work nobody wants — data entry, document processing, system-to-system transfers
- Upskill existing employees — move them from manual tasks to analytical, advisory, and customer-facing roles
- Reduce hiring dependency — scale operations without proportional headcount increases
- Improve retention — employees who do meaningful work stay longer
Case Study: A 200-Person Services Firm
A professional services firm with 200 employees had 12 open positions they could not fill — mostly in operations, accounting, and compliance. After 6 months of failed recruiting (spending $180,000 on job postings, recruiters, and signing bonuses), they tried a different approach:
- Identified the 8 most repetitive processes performed by the unfilled roles
- Deployed RPA + AI automation for 6 of them in 8 weeks
- Redistributed the remaining 2 among existing staff (who welcomed the variety)
- Closed 10 of the 12 open requisitions
Result: $320,000 annual savings (hiring costs + unfilled role productivity loss) versus $36,000 annual automation cost. The remaining staff reported higher job satisfaction because they were freed from the tasks they disliked most.
The Human + Automation Model
Automation does not replace workers. It replaces the parts of work that drain them:
| Before Automation | After Automation |
|---|---|
| AP clerk enters 80 invoices/day into ERP | AP analyst reviews exceptions, manages vendor relationships |
| HR coordinator manually onboards 20 hires/month | HR partner designs onboarding experience, handles complex cases |
| Compliance officer generates 15 reports/week | Compliance advisor interprets results, recommends improvements |
| Customer service rep copies data between 4 systems | Customer advocate focuses on resolution and satisfaction |
Five Processes to Automate First
If you are struggling with vacancies in operational roles, start automating these high-impact processes:
- Invoice and AP processing — highest volume, clearest ROI, fastest deployment
- Employee onboarding paperwork — account creation, system provisioning, document distribution
- Report generation — pull data from multiple systems, format, distribute on schedule
- Data migration and entry — moving information between systems that do not integrate
- Email triage and routing — classify incoming messages, route to the right team, auto-respond to common queries
The Financial Case for Automation Over Hiring
When you compare the fully loaded cost of hiring versus automating for repetitive operational roles, the numbers are striking:
| Cost Factor | Hiring (per role/year) | Automation (per role equivalent) |
|---|---|---|
| Recruiting costs | $5,000-$15,000 | $0 |
| Salary and benefits | $45,000-$65,000 | $1,200-$6,000/year |
| Training and onboarding | $3,000-$8,000 | One-time setup: $2,000-$8,000 |
| Management overhead | $5,000-$10,000 | Minimal monitoring |
| Turnover risk (re-hire in 18 months) | Repeat above | None — bots do not quit |
| Total Year 1 | $58,000-$98,000 | $3,200-$14,000 |
Automation costs 80-95% less than hiring for equivalent output on repetitive tasks. And unlike new hires, bots are productive from day one, work 24/7, and never call in sick or submit a resignation letter.
A Note on Ethics and Communication
Framing automation as a labor strategy requires careful internal communication. Employees need to hear — and believe — that automation is targeting the work nobody wants, not the workers. Companies that succeed with this approach are transparent about their automation roadmap, involve affected employees in the design process, and provide clear pathways for upskilling. The result is a workforce that welcomes automation because it eliminates their least favorite responsibilities.
Industries Most Affected by the Labor-Automation Shift
While every industry faces labor challenges, some sectors are adopting automation as a workforce strategy faster than others:
- Healthcare: Administrative staff shortages are critical. Automating patient intake, insurance verification, and claims processing frees clinical staff to focus on patient care.
- Financial services: Back-office processing roles (reconciliation, reporting, compliance) are the hardest to fill and the easiest to automate.
- Logistics and distribution: Order processing, shipment tracking, and inventory management roles face 40%+ turnover. Automation provides consistent, reliable execution.
- Professional services: Accounting, legal, and consulting firms struggle to hire for document-heavy, data-entry-heavy support roles that directly impact billable capacity.
Stop competing for workers to do work that should not be done by humans. Book a free automation assessment and we will identify which of your open roles can be filled by automation — and which humans can be freed to do more valuable work. Explore our business process automation solutions.