Production planning clerk

Will AI replace production planning clerks in Singapore?

Much of what production planning clerks do is already moving to software. Entering orders, building schedules and producing routine reports are digital tasks that planning tools and AI can do quickly, and forecasting tools can suggest what to make and when. People are still needed when plans meet the real factory floor, such as a late delivery, a machine fault or a customer who changes an order, because someone has to talk to suppliers and supervisors and decide what gives way.

Why it scores 8

Production planning clerks work primarily on computer-based systems entering data, creating schedules, and generating reports—all fundamentally digital and highly amenable to automation. AI-driven production planning systems, demand forecasting algorithms, and automated report generation can replicate or substantially augment most of this work, while generative AI can dramatically increase productivity on remaining coordination and analytical tasks. The role lacks inherent barriers (physical presence, real-time human interaction, or complex creative judgment) that would protect it from AI displacement.

The score reads the job title, not you. Your own exposure depends on your tasks, employer and tools. A high score means the daily work changes, not that the job disappears.

What production planning clerks can do

1. Check and correct automated schedules

   Learn to read what a planning tool suggests and spot where it ignores real limits, such as machine downtime or short supply. Being the person who catches those errors makes you more useful as the routine work shrinks.

2. Take on more supplier and shop floor contact

   Talking to suppliers, warehouse staff and production supervisors to sort out delays is hard to automate. Spend more of your time on these conversations and less on typing in data.

3. Build skills in analysing production data

   Practise asking why orders run late or stock runs short, and explaining it plainly to managers. SkillsFuture options in data and supply chain work can help you move from recording numbers to explaining them.

Similar jobs

Other jobs in the Numerical & material recording clerks group, largest first.

• Ledger and accounts clerk9S$3,571
• Billing clerk9S$3,083
• Storekeeper5S$2,460
• Procurement/Purchasing clerk8S$3,208
• Payroll/Wages clerk9S$4,223
• Stock records clerk9S$2,324

Less exposed jobs with similar pay

Jobs scoring 6 or lower whose median pay is within 15% of this one.

• Ambulance driver2S$2,760
• Nursing aide/assistant2S$2,746
• Building caretaker/Watchman2S$2,771
• Butcher, fishmonger and related food preparer2S$2,780
• Captain waiter/Waiter supervisor3S$2,797

Where these numbers come from

• Pay: MOM Occupational Wages 2025, Table 4. Median and 25th–75th percentile gross monthly wage of full-time resident employees, June 2025, worked out across industries.
• Jobs: estimated by spreading SingStat's employment totals (M182081) evenly across the occupations in each industry. Treat it as an order of magnitude.
• Group trend: change in employed residents in the Numerical & material recording clerks group, 2021 to 2025 (MOM Labour Force in Singapore, Table D8). It is measured for the whole group, not this job alone.
• AI exposure: scored 0–10 against a calibrated rubric by Huper Technology. How the score works.
• Advice: written for this page from the score and its reasons. It is general guidance, not career advice for your situation.

Cite as: Huper Technology, “Production planning clerk”, AI Exposure of the Singapore Job Market, https://jobs.huper.technology/jobs/production-planning-clerk/ (CC BY 4.0). SSOC 2020 code 43222.