Business operations specialists, all other
SOC Code: 13-1199
Business operations specialists, all other carries a 62% AI exposure score (Very High automation risk), with a median annual wage of $81,270 and +3.0% projected employment growth from 2024 to 2034 (BLS), affecting approximately 1,205,700 workers. Full task breakdown, skills, and employer data are below.
Proportion of tasks susceptible to AI automation (O*NET analysis)
At 62% AI exposure, Business operations specialists, all other sits 25 points above the 37.2% average across 832 U.S. occupations - more exposed than 95% of them. Most of its core tasks still require human judgment.
Career outlook score
48/100
Business operations specialists, all other, weighted across 3 of 3 tracked dimensions
A weighted composite of median wage, projected growth, and AI-automation security (inverted exposure), each benchmarked against every other tracked occupation. It describes this occupation's standing across those three dimensions, not a guarantee of future outcomes.
- Median wage B+ $81,270
Annual median wage, percentile rank vs all tracked occupations
- Projected growth C- +3.0%
Projected employment change, 2024-2034, BLS Employment Projections
- AI exposure (inverted) F 62% exposure
Lower O*NET task-automability scores lower risk; this dimension scores security, not exposure
Home health and personal care aides is #1 of 832 occupations by employment (4.3M, AI exposure rank #392 at 35%) vs. Bookkeeping, accounting, and auditing clerks #1 by AI task exposure (95%, employment rank #17 at 1.6M).
Automation-risk inventory
Exclusive cut of 832 occupations by PlainWorkforce automation-risk band. Orthogonal to the continuous AI-exposure distribution chart below and to this occupation's single risk badge, this is the corpus band mix, with Business operations specialists, all other in the Very High band.
Credential × growth standing
Bachelor's band with mid-pack BLS pace
Business operations specialists, all other shares the Bachelor's gate with 178 peer occupations and lands in Average (378 of 832). Neither the rarest nor the most crowded growth shelf - use wage and AI desks on this page for the differentiator.
Where Business operations specialists, all other sits among all occupations
AI-exposure score distribution across 832 U.S. occupations (O*NET task analysis). This occupation is marked in rose.
Where Business operations specialists, all other sits by AI exposure
AI-exposure score distribution across U.S. occupations (O*NET task analysis)
62% Higher than most higher than 95% of 832 occupations
Occupations, banded by AI-exposure score
Each bar is a band; taller bars hold more occupations. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.
Source O*NET task data (U.S. Department of Labor) · BLS 2024–2034
Source: O*NET task data (U.S. Department of Labor); AI-exposure scores are PlainWorkforce's analysis. As of BLS 2024–2034.
Business operations specialists, all other vs. its occupational neighbors
AI exposure (horizontal) vs projected 2024–2034 growth (vertical) for occupations in the same SOC group. Business operations specialists, all other is marked in rose; the top-left corner is the most future-proof.
Source: BLS Employment Projections 2024–2034 (growth) and O*NET (AI-exposure analysis by PlainWorkforce).
Employment Projections
Where This Score Comes From
Business operations specialists, all other's Very High automation-risk tier is computed from O*NET Database 30.0 task-level analysis, where each documented task the occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score in the 40–70% range indicates meaningful automation pressure on specific task categories, but the role as a whole still requires human judgment for coordination, exception handling, or client interaction.
The employment, wage, and education figures above come from a second, separate federal source: BLS Employment Projections 2024–2034, matched to the O*NET task data by Standard Occupational Classification (SOC 13-1199) code, with the wage figure cross-validated against the BLS Occupational Employment and Wage Statistics (OEWS) May 2024 survey. BLS figures are presented exactly as published, with no adjustment on our part; the SOC-code match is what lets Business operations specialists, all other be compared directly against every other tracked occupation on the same basis, not just roles that happen to share a job title.
For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Business operations specialists, all other. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure.
Education & Entry Requirements
Top Tasks (O*NET)
- 1. Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance.
- 2. Conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber attack, terrorism, and infrastructure failure.
- 3. Test documented disaster recovery strategies and plans.
- 4. Fill customer orders by packaging sold items and documentation for direct shipping or by transferring orders to manufacturers or third-party distributors.
- 5. Develop disaster recovery plans for physical locations with critical assets, such as data centers.
- 6. Receive and process payments from customers, using electronic transaction services.
- 7. Create, manage, or automate orders or invoices, using order management or invoicing software.
- 8. Deliver e-mail confirmation of completed transactions and shipment.
- 9. Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals.
- 10. Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.
Key Skills Required
- Active Listening
- Speaking
- Critical Thinking
- Reading Comprehension
- Judgment and Decision Making
- Coordination
- Complex Problem Solving
- Writing
- Monitoring
- Systems Analysis
Knowledge Areas
- Public Safety and Security
- English Language
- Customer and Personal Service
- Computers and Electronics
- Administration and Management
- Law and Government
- Personnel and Human Resources
- Education and Training
- Engineering and Technology
- Psychology
Frequently Asked Questions
Will AI replace Business operations specialists, all other?
Business operations specialists, all other has an AI exposure score of 62%, indicating a very high level of automation risk. Some tasks in this role can be augmented or partially automated by AI, but core responsibilities require human judgment.
What is the job outlook for Business operations specialists, all other?
According to BLS Employment Projections 2024-2034, Business operations specialists, all other is projected to grow by 3.0% over the decade. Current employment stands at approximately 1,205,700 workers.
What skills are needed for Business operations specialists, all other?
Key skills for Business operations specialists, all other include Active Listening, Speaking, Critical Thinking, and others. Typical entry-level education is Bachelor's degree.
How much do Business operations specialists, all other earn?
The median annual wage for Business operations specialists, all other is $81,270, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.
What education is required for Business operations specialists, all other?
The typical entry-level education for Business operations specialists, all other is Bachelor's degree. Employers generally expect None of related work experience. On-the-job training typically involves None. Requirements can vary by employer and specialization.
Which companies employ Business operations specialists, all other?
Business operations specialists, all other roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.
AI Exposure Rating
Very High automation risk based on 10 analyzed tasks. A majority of tasks in this occupation are susceptible to AI automation.
Nationwide occupations with similar workforce profiles
Two data-derived peer sets for Business operations specialists, all other: AI-exposure neighbors and BLS 2034 growth neighbors (distinct comparison neighborhoods, cross-occupation).
Similar AI exposure score
Nearest O*NET task-automability scores nationwide (62% here).
- Medical records specialists · AI exposure 62%
- Statisticians · AI exposure 62%
- Data scientists · AI exposure 61%
- Forensic science technicians · AI exposure 61%
Similar projected growth (2024–2034)
Nearest BLS employment change rates nationwide (+3.0% here).
- Cardiovascular technologists and technicians · growth +3.0%
- Compliance officers · growth +3.0%
- Court, municipal, and license clerks · growth +3.0%
- Crane and tower operators · growth +3.0%
Peers are nearest-neighbor matches on published BLS + O*NET metrics among occupations with ≥10,000 workers in 2024; corpus ranks above sort the full tracked set.
Related Occupations
What to do with this
Use Business operations specialists, all other's numbers above to compare, not just read in isolation.
- Compare Business operations specialists, all other side by side against another occupation on wage, growth, and AI exposure. Workforce comparison tool
- Understand how the AI exposure score above is actually calculated before treating it as a verdict. Reading AI exposure scores
- See the full ranked list of occupations with the lowest automation exposure nationwide. Safest occupations from AI
AI exposure scores estimate task automatability from O*NET data; they are not a certainty of job loss, and BLS growth projections are estimates, not guarantees.
Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).