Will AI Replace Production Planning Clerks? 54% Risk and Rising
Production planning clerks face 54% automation risk — schedule review is 72% automated and exposure jumped from 48% to 62% in just two years. What 73,200 workers need to know.
Two years ago, production planning clerks had an AI exposure of 48%. Today it's 62%. That 14-point jump is one of the fastest accelerations we've tracked across any occupation [Fact]. If you coordinate production schedules, track materials, and manage workflow — this trend line has your name on it.
Our data shows production, planning, and expediting clerks face a 54% automation risk in 2025. That puts this role in the danger zone, and the trajectory points to 67% risk by 2028 [Estimate].
Why This Role Is Particularly Vulnerable
Production planning clerks sit at the intersection of data, schedules, and supply chain — exactly the domain where AI tools have advanced most rapidly. Reviewing and distributing production schedules has hit 72% automation [Fact]. Tracking inventory levels and ordering materials is following close behind. These aren't theoretical capabilities; companies are deploying these systems right now.
The theoretical exposure ceiling is 90% by 2028 [Estimate], one of the highest among office roles. The observed exposure — already at 40% in 2025 — confirms this isn't speculation. ERP platforms enhanced with AI are handling schedule optimization, material requirements planning, and progress reporting that clerks once did manually.
What distinguishes this role from production clerks (who face similar numbers) is the planning and expediting component. When a supplier shipment is late, when a machine breaks down, when customer priorities shift mid-cycle — someone needs to adapt the plan. That's currently the human firewall [Claim]. But as AI systems improve at dynamic replanning, even this advantage narrows.
The Labor Market Picture
BLS projects a -2% decline for this occupation through 2034 [Fact] — milder than you might expect given the automation numbers. That's because production planning clerks span many industries, and not all are automating at the same speed. Small manufacturers may take years to implement AI scheduling tools. Large ones are already doing it.
The 73,200 workers in this field earn a median wage of $50,250 [Fact]. That moderate pay level means companies face a clear cost-benefit case for automation: an AI scheduling system that replaces two or three clerk positions pays for itself quickly.
The Transition Path
The most realistic path forward is upward: from planning clerk to planning analyst or supply chain coordinator [Claim]. The difference? Clerks execute schedules. Analysts interpret data, identify bottlenecks, and recommend strategic changes. AI handles the execution; humans handle the strategy.
Learn advanced features of your ERP system. Develop skills in supply chain analytics. Understand demand forecasting at a conceptual level, not just a data-entry level. The 73,200 workers in this role who make the shift from operational to analytical will find their skills in higher demand, even as the clerk-level work disappears.
For task-level automation data and projections, visit our Production Planning Clerks page.
AI-assisted analysis based on Anthropic's 2026 labor impact research and BLS 2024-2034 projections.
Analysis based on the Anthropic Economic Index, U.S. Bureau of Labor Statistics, and O*NET occupational data. Learn about our methodology