Freight Forwarders
Research rates, routings, or modes of transport for shipment of products. Maintain awareness of regulations affecting the international movement of cargo. Make arrangements for additional services, such as storage or inland transportation.
AI Impact Summary
Freight Forwarders faces moderate AI displacement risk with a score of 49/100. This occupation has higher AI displacement risk than 96% of all analyzed occupations. Of 31 analyzed tasks, 15 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Freight Forwarders skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
31 tasks analyzed
Calculate weight, volume, or cost of goods to be moved.
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.
Prepare shipping documentation, such as including bills of lading, packing lists, dock receipts, or certificates of origin.
Provide shipment status notification to exporters, consignees, or insurers.
Complete customs paperwork.
Verify proper packaging and labeling of exported goods.
Prepare invoices or cost quotations for freight transportation.
Select shipment routes, based on nature of goods shipped, transit times, or security needs.
Keep records of goods dispatched or received.
Arrange for applicable duties, taxes, or paperwork for customs clearance.
Consolidate loads with a common destination to reduce costs to individual shippers.
Monitor or record locations of goods in transit.
Reserve necessary space on ships, aircraft, trains, or trucks.
Arrange delivery or storage of goods at destinations.
Negotiate shipping rates with freight carriers.
Verify adherence of documentation to customs, insurance, or regulatory requirements.
Determine efficient and cost-effective methods of moving goods from one location to another.
Pay or arrange for payment of freight or insurance fees or other charges.
Make arrangements with customs brokers to facilitate the passage of goods through customs.
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.
Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping.
Provide detailed port information to importers or exporters.
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
Obtain or arrange cargo insurance.
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.
Assist clients in obtaining insurance reimbursements.
Review the environmental records of freight carriers to inform shipping decisions.
Consider environmental sustainability factors when determining merchandise packing methods.
Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.
Analyze shipping routes to determine how to minimize environmental impact.
Recommend shipping solutions to minimize cost or environmental impacts.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Calculate weight, volume, or cost of goods to be moved. | 97Estimated | 88.0% | 5% | |
| Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. | 46.33Observed | 33.5% | 5% | |
| Prepare shipping documentation, such as including bills of lading, packing lists, dock receipts, or certificates of origin. | 57.7Observed | 72.3% | 6% | |
| Provide shipment status notification to exporters, consignees, or insurers. | 100Estimated | 89.2% | 5% | |
| Complete customs paperwork. | 62.5Observed | 74.2% | 5% | |
| Verify proper packaging and labeling of exported goods. | 70Estimated | 77.2% | 3% | |
| Prepare invoices or cost quotations for freight transportation. | 95Estimated | 87.2% | 4% | |
| Select shipment routes, based on nature of goods shipped, transit times, or security needs. | 75Estimated | 57.0% | 4% | |
| Keep records of goods dispatched or received. | 39.05Observed | 64.8% | 4% | |
| Arrange for applicable duties, taxes, or paperwork for customs clearance. | 85Estimated | 83.2% | 3% | |
| Consolidate loads with a common destination to reduce costs to individual shippers. | 95Estimated | 87.2% | 4% | |
| Monitor or record locations of goods in transit. | 100Estimated | 89.2% | 5% | |
| Reserve necessary space on ships, aircraft, trains, or trucks. | 92Estimated | 86.0% | 4% | |
| Arrange delivery or storage of goods at destinations. | 88Estimated | 84.4% | 3% | |
| Negotiate shipping rates with freight carriers. | 40Estimated | 31.0% | 4% | |
| Verify adherence of documentation to customs, insurance, or regulatory requirements. | 24.05Observed | 58.8% | 4% | |
| Determine efficient and cost-effective methods of moving goods from one location to another. | 59.85Observed | 50.9% | 4% | |
| Pay or arrange for payment of freight or insurance fees or other charges. | 95Estimated | 87.2% | 3% | |
| Make arrangements with customs brokers to facilitate the passage of goods through customs. | 45Estimated | 33.0% | 3% | |
| Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs. | 65Estimated | 53.0% | 2% | |
| Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping. | 75Estimated | 57.0% | 3% | |
| Provide detailed port information to importers or exporters. | 48.22Observed | 68.5% | 2% | |
| Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. | 50Estimated | 47.0% | 2% | |
| Obtain or arrange cargo insurance. | 95Estimated | 87.2% | 2% | |
| Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance. | 60Estimated | 39.0% | 2% | |
| Assist clients in obtaining insurance reimbursements. | 48.32Observed | 68.5% | 5% | |
| Review the environmental records of freight carriers to inform shipping decisions. | 87Estimated | 84.0% | 2% | |
| Consider environmental sustainability factors when determining merchandise packing methods. | 65Estimated | 53.0% | 2% | |
| Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts. | 90Estimated | 85.2% | 2% | |
| Analyze shipping routes to determine how to minimize environmental impact. | 80Estimated | 59.0% | 2% | |
| Recommend shipping solutions to minimize cost or environmental impacts. | 80Estimated | 59.0% | 2% |
Protective Factors
Total protective discount: 26.9%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$49,900
per year
Mean Wage
$55,420
per year
Employment
98K
workers
Wage Range
$37,240 - $76,350
10th - 90th pct
Wage Distribution
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Freight Forwarders professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change