Industry guide

Manufacturing and Logistics jobs and AI risk

Production, warehousing, transport, procurement, and supply chain work. This guide compares replacement risk, augmentation upside, and wage protection across 99 roles.

Average replacement score: 49/100

Average augmentation score: 87/100

Averages are directional. Individual task mix matters more than job title alone.

Manufacturing and Logistics job rankings

Entry-Level Data Entry Clerk (Manufacturing and Logistics)

Manufacturing and Logistics · Very high replacement risk

Entry-Level Project Coordinator (Manufacturing and Logistics)

Manufacturing and Logistics · Very high replacement risk

Data Entry Clerk (Manufacturing and Logistics)

Manufacturing and Logistics · Very high replacement risk

Project Coordinator (Manufacturing and Logistics)

Manufacturing and Logistics · Very high replacement risk

Inventory Controller

Manufacturing and Logistics · Very high replacement risk

Freight Forwarder

Manufacturing and Logistics · Very high replacement risk

Logistics Coordinator

Manufacturing and Logistics · Very high replacement risk

Senior Executive Data Entry Clerk (Manufacturing and Logistics)

Manufacturing and Logistics · Very high replacement risk

Entry-Level Customer Service Representative (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Account Manager (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Accountant (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level QA Tester (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Sales Representative (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Cybersecurity Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Civil Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Business Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Financial Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Auditor (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Senior Executive Project Coordinator (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Human Resources Officer (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Supply Chain Manager (Manufacturing and Logistics)

Manufacturing and Logistics · High replacement risk

Entry-Level Product Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Procurement Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Operations Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Data Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Compliance Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Management Consultant (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Data Scientist (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level DevOps Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Customer Service Representative (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Data Scientist (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Human Resources Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Truck Driver (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Mechanical Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Software Developer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Operations Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Accountant (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Auditor (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Sales Representative (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Entry-Level Warehouse Worker (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Product Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Financial Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Software Developer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

DevOps Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Account Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Supply Chain Manager

Manufacturing and Logistics · Moderate replacement risk

Procurement Officer

Manufacturing and Logistics · Moderate replacement risk

Demand Planner

Manufacturing and Logistics · Moderate replacement risk

Cybersecurity Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

QA Tester (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Civil Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Supply Chain Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Business Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Data Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Compliance Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Truck Driver (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Truck Driver

Manufacturing and Logistics · Moderate replacement risk

Warehouse Worker

Manufacturing and Logistics · Moderate replacement risk

Forklift Operator

Manufacturing and Logistics · Moderate replacement risk

Production Manager

Manufacturing and Logistics · Moderate replacement risk

Quality Assurance Inspector

Manufacturing and Logistics · Moderate replacement risk

Machine Operator

Manufacturing and Logistics · Moderate replacement risk

Delivery Driver

Manufacturing and Logistics · Moderate replacement risk

Train Driver

Manufacturing and Logistics · Moderate replacement risk

Manufacturing and Logistics · Moderate replacement risk

Procurement Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Management Consultant (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Senior Executive Sales Representative (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Senior Executive Account Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Senior Executive Customer Service Representative (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Mechanical Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Senior Executive Human Resources Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Moderate replacement risk

Senior Executive Financial Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Warehouse Worker (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Software Developer (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Cybersecurity Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Civil Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Data Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Warehouse Worker (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive QA Tester (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Auditor (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Product Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Truck Driver (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Management Consultant (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Data Scientist (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive DevOps Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Business Analyst (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Accountant (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Supply Chain Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Procurement Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Operations Manager (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Entry-Level Mechanic (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Senior Executive Mechanical Engineer (Manufacturing and Logistics)

Manufacturing and Logistics · Low replacement risk

Entry-Level Electrician (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk

Senior Executive Compliance Officer (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk

Electrician (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk

Mechanic (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk

Senior Executive Electrician (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk

Senior Executive Mechanic (Manufacturing and Logistics)

Manufacturing and Logistics · Very low replacement risk