# Customer Service Representatives

> Interact with customers to provide basic or scripted information in response to routine inquiries about products and services. May handle and resolve general complaints. Excludes individuals whose duties are primarily installation, sales, repair, and technical support.

- **SOC code:** 43-4051.00
- **Canonical URL:** https://singulariki.com/roles/role-43-4051-00
- **Also known as:** Account Representative, Customer Service Representative (CSR), Customer Service Specialist, Member Services Representative (Member Services Rep), Call Center Representative, Client Services Representative, Customer Care Representative (CCR), Customer Service Agent
- **Frame:** "AI exposure" means task overlap (how codifiable the work is), not jobs lost or a forecast. Every figure below is traced to a named public dataset.

## What this work is

**Core tasks** (O*NET):
- Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.
- Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
- Check to ensure that appropriate changes were made to resolve customers' problems.
- Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.
- Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.
- Determine charges for services requested, collect deposits or payments, or arrange for billing.
- Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.
- Refer unresolved customer grievances to designated departments for further investigation.
- Review insurance policy terms to determine whether a particular loss is covered by insurance.
- Solicit sales of new or additional services or products.
- Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.
- Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.

## Skills, tools, capabilities

**Knowledge, skills & abilities** (O*NET, highest importance first):
- Customer and Personal Service _(knowledge)_
- Oral Comprehension _(ability)_
- Oral Expression _(ability)_
- Active Listening _(essential_skill)_
- Service Orientation _(transferable_skill)_
- Speech Recognition _(ability)_
- Speech Clarity _(ability)_
- English Language _(knowledge)_
- Speaking _(essential_skill)_
- Problem Sensitivity _(ability)_
- Written Expression _(ability)_
- Near Vision _(ability)_

**Skills in demand:**
- Speech Recognition _(Specialized Skill)_
- Active Listening _(Common Skill)_
- English Language _(Common Skill)_
- Microsoft Outlook _(Common Skill)_
- Microsoft Excel _(Common Skill)_
- Reading Comprehension _(Common Skill)_
- Mathematics _(Common Skill)_
- Deductive Reasoning _(Common Skill)_
- Critical Thinking _(Common Skill)_
- Time Management _(Common Skill)_
- Information Ordering _(Specialized Skill)_
- Inductive Reasoning _(Common Skill)_

**Tools & technology:**
- Microsoft Excel _(hot technology, in demand)_
- Microsoft Office software _(hot technology, in demand)_
- Microsoft Outlook _(hot technology, in demand)_
- Adobe Acrobat _(hot technology)_
- Adobe Creative Cloud software _(hot technology)_
- Adobe Illustrator _(hot technology)_
- Adobe Photoshop _(hot technology)_
- Apple macOS _(hot technology)_
- Facebook _(hot technology)_
- Google Docs _(hot technology)_
- Intuit QuickBooks _(hot technology)_
- Kronos Workforce Timekeeper _(hot technology)_

## AI exposure & outlook

- **AI task-overlap index:** 94th percentile (High) across all occupations — composite of current-era exposure studies (ai-exposure-index-v1).
- **Overall AI exposure (Felten et al.):** 72nd percentile (High) — source: felten_aioe.
- **LLM task exposure, γ (OpenAI / Eloundou):** 95th percentile (High) — source: eloundou_gamma.
- **AI assistant applicability (Microsoft):** 99th percentile (High) — source: microsoft_applicability.
- **Frey–Osborne (2013, historical computerization estimate):** 49th percentile — kept separate from current-era studies.
- **Remote-capable (Dingel–Neiman):** yes — task structure, not who actually works remote.
- **Projected employment (BLS 2024–34):** -5.5% growth (Declining); 341.7k annual openings; 2,814k → 2,660.3k jobs.
- **Pay & employment (BLS OEWS, May 2024):** median $42,830; 2,725,930 employed.

## How people actually use AI here

Anthropic Economic Index — measured AI conversations mapped to this occupation's tasks:

- **Automation vs augmentation:** 41% automation, 35% augmentation (usage-weighted).
- **Autonomy median:** 3.0 (higher = AI acts more independently).
- **Dominant collaboration mode:** directive.

**Tasks most handed to AI here:**
- Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken. _(2.9% of measured AI use; directive)_
- Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints. _(2.6% of measured AI use; directive)_
- Review insurance policy terms to determine whether a particular loss is covered by insurance. _(0.9% of measured AI use; learning)_
- Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills. _(0.8% of measured AI use; task iteration)_

**Example prompts (honest phrasings of the tasks above — starting points, not endorsed instructions):**
- Help me keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
- Help me confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.
- Help me review insurance policy terms to determine whether a particular loss is covered by insurance.
- Help me resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

## Sources

- **O*NET** (30.3) — U.S. Department of Labor / National Center for O*NET Development. https://www.onetcenter.org/database.html
- **BLS Occupational Employment and Wage Statistics (OEWS)** (May 2024) — U.S. Bureau of Labor Statistics. https://www.bls.gov/oes/
- **BLS Employment Projections** (2024–2034) — U.S. Bureau of Labor Statistics. https://www.bls.gov/emp/
- **Anthropic Economic Index** (v4 (2026-01-15) + v2 (2025-03-27)) — Anthropic. https://www.anthropic.com/economic-index
- **Microsoft “Working with AI”** (working-with-ai) — Microsoft Research. https://www.microsoft.com/en-us/research/
- **“GPTs are GPTs” (Eloundou et al.)** (arXiv 2303.10130) — OpenAI / academic. https://arxiv.org/abs/2303.10130
- **AI Occupational Exposure (AIOE)** (Felten, Raj & Seamans) — academic. https://github.com/AIOE-Data/AIOE
- **Frey & Osborne (2013)** (frey-osborne-automation) — academic. https://www.oxfordmartin.ox.ac.uk/publications/the-future-of-employment/
- **Dingel & Neiman (2020)** (dingel-neiman-workathome) — academic. https://github.com/jdingel/DingelNeiman-workathome

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_Generated from Singulariki's joined dataset; data snapshot 2026-06-02T21:00:32.945303+00:00. https://singulariki.com/roles/role-43-4051-00_