AITakeover Tracker
30%medium risk

Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

Sell goods for wholesalers or manufacturers where technical or scientific knowledge is required in such areas as biology, engineering, chemistry, and electronics, normally obtained from at least 2 years of post-secondary education.

Green Enhanced SkillsHigher risk than 41% of occupations

AI Impact Summary

Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 41% of all analyzed occupations. Of 36 analyzed tasks, 6 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)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Active LearningWritingCritical ThinkingMonitoringJudgment and Decision MakingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products 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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-6.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.2pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Negotiation, Mediation, and Conflict Resolution

by ESSEC Business School

40 hours$49/mo4.7Certificate
Strengthens resilience: Negotiation

Estimated Impact

-3.9pt risk+$6K/yr salary

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

High School Diploma14%
Some College14%
Post-Secondary Certificate30%
Bachelor's Degree39%
Master's Degree2%

Prior Experience Needed

Work experience required to enter this job

None1%
6 months - 1 year12%
1-2 years33%
2-4 years27%
4-6 years23%
6-8 years2%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month34%
1-3 months39%
3-6 months3%
6 months - 1 year20%
1-2 years2%
2-4 years1%
4-6 years2%

How AI Impacts Each Task

36 tasks analyzed

Negotiate prices or terms of sales or service agreements.

Risk: 31.4%AI: 40.97ObservedTime: 3%

Prepare and submit sales contracts for orders.

Risk: 65.9%AI: 41.67ObservedTime: 2%

Visit establishments to evaluate needs or to promote product or service sales.

Risk: 19.0%AI: 10EstimatedTime: 3%

Sell service contracts for technical or scientific products.

Risk: 27.0%AI: 30EstimatedTime: 1%

Maintain customer records, using automated systems.

Risk: 61.7%AI: 31.17ObservedTime: 2%

Answer customers' questions about products, prices, availability, or credit terms.

Risk: 35.7%AI: 51.68ObservedTime: 3%

Quote prices, credit terms, or other bid specifications.

Risk: 66.9%AI: 44.33ObservedTime: 2%

Contact new or existing customers to discuss how specific products or services can meet their needs.

Risk: 30.5%AI: 38.8ObservedTime: 3%

Emphasize product features based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.

Risk: 35.0%AI: 50ObservedTime: 3%

Compute customer's installation or production costs and estimate savings from new services, products, or equipment.

Risk: 55.0%AI: 70EstimatedTime: 2%

Demonstrate the operation or use of technical or scientific products.

Risk: 21.0%AI: 15EstimatedTime: 2%

Provide feedback to product design teams so that products can be tailored to clients' needs.

Risk: 51.0%AI: 60EstimatedTime: 1%

Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.

Risk: 37.8%AI: 56.9ObservedTime: 2%

Prepare sales presentations or proposals to explain product specifications or applications.

Risk: 47.4%AI: 50.92ObservedTime: 2%

Complete expense reports, sales reports, or other paperwork.

Risk: 86.0%AI: 92EstimatedTime: 2%

Verify that delivery schedules meet project deadlines.

Risk: 85.2%AI: 90EstimatedTime: 1%

Identify prospective customers using business directories, leads from existing clients, participation in organizations, or trade show or conference attendance.

Risk: 68.5%AI: 48.35ObservedTime: 2%

Arrange for installation and testing of products or machinery.

Risk: 80.0%AI: 77EstimatedTime: 1%

Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.

Risk: 64.1%AI: 37.28ObservedTime: 2%

Collaborate with colleagues to exchange information, such as selling strategies or marketing information.

Risk: 31.9%AI: 42.12ObservedTime: 2%

Initiate sales campaigns to meet sales and production expectations.

Risk: 53.0%AI: 65EstimatedTime: 2%

Provide customers with ongoing technical support.

Risk: 46.4%AI: 48.5ObservedTime: 2%

Advise customers on product usage to improve production.

Risk: 39.7%AI: 61.78ObservedTime: 2%

Obtain building blueprints or specifications for use by engineering departments in bid preparations.

Risk: 73.6%AI: 60.95ObservedTime: 1%

Verify accuracy of materials lists.

Risk: 86.0%AI: 92EstimatedTime: 1%

Verify customer credit ratings.

Risk: 88.0%AI: 97EstimatedTime: 1%

Appraise equipment to determine contract terms or trade-in values.

Risk: 47.0%AI: 50EstimatedTime: 1%

Consult with engineers regarding technical problems with products.

Risk: 47.0%AI: 50EstimatedTime: 2%

Sell technical and scientific products that are environmentally sound or designed for environmental remediation.

Risk: 27.0%AI: 30EstimatedTime: 1%

Study documentation or other information for new scientific or technical products.

Risk: 43.7%AI: 41.77ObservedTime: 2%

Stock or distribute resources, such as samples or promotional or educational materials.

Risk: 49.0%AI: 40EstimatedTime: 8%

Attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.

Risk: 47.4%AI: 51ObservedTime: 13%

Visit establishments, such as pharmacies, to determine product sales.

Risk: 36.1%AI: 52.73ObservedTime: 15%

Present information to customers about the energy efficiency or environmental impact of scientific or technical products.

Risk: 27.0%AI: 30EstimatedTime: 8%

Inform customers about issues related to responsible use and disposal of products, such as waste reduction or product or byproduct recycling or disposal.

Risk: 27.0%AI: 30EstimatedTime: 5%

Research and convey information to customers about tax benefits or government rebates associated with energy-efficient scientific or technical products, such as solar panels.

Risk: 55.0%AI: 70EstimatedTime: 3%

Protective Factors

Total protective discount: 28.9%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityInitiativeCooperationDependabilityPersistenceStress ToleranceAchievement/EffortSelf ControlAdaptability/FlexibilityIndependenceAttention to DetailInnovation

Wage & Employment (2024)

Median Wage

$100,070

per year

Mean Wage

$114,520

per year

Employment

294K

workers

Wage Range

$48,840 - $194,890

10th - 90th pct

Wage Distribution

$48,840Median: $100,070$194,890
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics 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.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation 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.

  • Active Learning

    Active Learning 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.

  • Monitoring

    Monitoring 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.

Score History

Risk score over 2 scoring runs

-0.0

overall change

Checking for existing plan...