Will AI replace industrial engineers?

The biggest part of the day, “Confer with clients, vendors, staff”, is still entirely people's work, and so is every other task we checked: no AI use or robot deployment shows up for any of them yet. That reflects today's evidence and could change. BLS expects about 12.4% more of these jobs by 2035.

Time card for industrial engineers showing a typical 8-hour shift: 8h done by people.
Each mark is 5 minutes of a typical shift for industrial engineers, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Engineering & architecture / Industrial Engineers

Design, develop, test, and evaluate integrated systems for managing industrial production processes, including human work factors, quality control, inventory control, logistics and material flow, cost analysis, and production coordination.

Time card

Untick tasks you don't do, or set your own times.
MineTask, by time spentHumanWith AIAIRobot
Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.56m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.34m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop manufacturing methods, labor utilization standards, and cost analysis systems to promote efficient staff and facility utilization.34m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Recommend methods for improving utilization of personnel, material, and utilities.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Coordinate and implement quality control objectives, activities, or procedures to resolve production problems, maximize product reliability, or minimize costs.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.28m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Communicate with management and user personnel to develop production and design standards.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Complete production reports, purchase orders, and material, tool, and equipment lists.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Study operations sequence, material flow, functional statements, organization charts, and project information to determine worker functions and responsibilities.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.17m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Implement methods and procedures for disposition of discrepant material and defective or damaged parts, and assess cost and responsibility.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Formulate sampling procedures and designs and develop forms and instructions for recording, evaluating, and reporting quality and reliability data.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Schedule deliveries based on production forecasts, material substitutions, storage and handling facilities, and maintenance requirements.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 0m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

On the floor

  1. thyssenkrupp plans global use of Siemens AI copilot to engineer machines

    thyssenkrupp Automation Engineering plans to use Siemens' Industrial Copilot at scale across its global locations to engineer machines starting in 2025. Siemens' Erlangen electronics factory uses a copilot that explains machine error codes and suggests fixes.

    ARC Advisory Group

Ask the clock

Will AI replace industrial engineers?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 8h (100%) stays with people. Separately, BLS expects about 12.4% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for industrial engineers?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

What still needs a person?

8h of a typical shift, or 100%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status. (56m a shift)
  • Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control. (34m a shift)
  • Develop manufacturing methods, labor utilization standards, and cost analysis systems to promote efficient staff and facility utilization. (34m a shift)
  • Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization. (28m a shift)
  • Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product. (28m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 88% talk face to face with others every day
  • 61% are in constant contact with other people
  • 59% say dealing with the public is very or extremely important
What are companies actually doing?

We track 1 sourced company move that affects this job. Most recent:

  • Nov 14, 2024: thyssenkrupp plans global use of Siemens AI copilot to engineer machines (Plan)
Are employers still hiring industrial engineers?

On Indeed, job postings in the Industrial Engineering sector are at 124% of their February 2020 level (all U.S. postings: 104%), up 38% from a year earlier, as of Oct 9, 2026. BLS separately expects about 23,000 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do industrial engineers make?

The median pay is about $102,440 a year ($49.25 an hour), 101% above the median for all U.S. jobs ($50,980). Most people in this job earn between $74,370 and $159,860 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 12.4% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 411,000 jobs in 2035. It expects about 23,000 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many industrial engineers are there in the U.S.?

About 366,000 people in the U.S., roughly 0.24% of all workers (BLS, May 2025). That makes it the 114th largest of the 796 jobs on this site. BLS expects about 411,000 in 2035.

What training do industrial engineers need?

The most common requirement is a bachelor's degree: about 59% of people in the job said so in the official O*NET survey. O*NET rates the job at level 4 of 5 for preparation, which usually means: bachelor's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Complex Problem Solving, Mathematics, Systems Evaluation, Critical Thinking
  • Get strong at the parts of the job that stay with people (listed above), which take 8h of a typical shift
  • Tools employers list: Structured query language SQL, SAP software, Microsoft PowerPoint, Microsoft Office software, Microsoft Excel
What other jobs could industrial engineers move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Mechanical Engineers (1h 8m touched, $104k median pay)
  • Industrial Engineering Technologists and Technicians (13m touched, $66k median pay)
  • Validation Engineers (12m touched, $102k median pay)
  • Manufacturing Engineers (33m touched, $102k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 20 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Structured query language SQL
  • SAP software
  • Autodesk AutoCAD
  • Bentley MicroStation
  • C++

Plus everyday office tools: Microsoft PowerPoint, Microsoft Office software, Microsoft Excel.

Also called

Continuous Improvement Engineer, District Plant Engineer, Documentation Engineer, Efficiency Analyst, Efficiency Engineer, Efficiency Expert, Engineer, Engineering Inspector, Facilities Engineer, Factory Engineer, Factory Expert, Factory Lay Out Engineer, Factory Lay-Out Engineer, Field Engineer