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Customer Service Representatives

SOC 43-4051.00Job Zone 2 · Some Preparation

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.

Context coveredInbound and outbound contact centers (voice, chat, email), in-store and back-office customer service across retail, banking, insurance, healthcare, and SaaS; tier-1 through tier-2 escalation paths.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Account lookups and identity verification — perform per company script across the standard contact channels.
  2. Customer-facing tone and pacing — deliver consistently within the first month under QA review.
  3. Knowledge-base articles for common questions — read, paraphrase, and apply during a call without dead air.
  4. Ticketing-system data entry — log calls accurately to the company's CRM schema.
  5. Hold-and-transfer procedures — execute correctly when an issue exceeds tier-1 scope.
  6. Common script paths (returns, billing questions, password resets) — follow to resolution on familiar issues.
  7. Compliance disclosures (recording notice, do-not-call) — deliver verbatim per regulatory requirements.
  8. Personal-info handling (PHI, PCI) — apply the company's privacy posture in every interaction.
  9. Tone-of-voice corrections from QA — incorporate within one coaching cycle.
  10. Schedule adherence (login, breaks, ACW) — meet within the team's stated targets.
Developing
Mid-level / Established
  1. Multi-channel coverage (phone, chat, email simultaneously) — handle a routine queue without quality loss.
  2. Customer objections and negotiation requests — handle within authority limits without escalating routinely.
  3. Cross-sell and retention scripts — apply naturally on appropriate calls to hit team metrics.
  4. Recurring escalation patterns — recognize early and route to the right specialist team.
  5. Soft-skills techniques (empathy statements, paraphrase, summary close) — apply reliably during difficult calls.
  6. QA scorecards and call-coaching feedback — incorporate consistently to maintain quality targets.
  7. New-hire shadowing for tier-1 colleagues — host during onboarding weeks.
  8. Customer notes and disposition coding — categorize accurately for downstream analytics.
  9. Knowledge-base improvements — flag missing or outdated articles to the team lead.
  10. Wrap-up time and call-handle metrics — meet without compromising customer experience.
Proficient
Senior / Expert IC
  1. Difficult customers and de-escalation moments — resolve autonomously without supervisor intervention.
  2. Tier-2 complex cases (fraud holds, account closures, regulatory complaints) — handle within company authority limits.
  3. Cross-functional partner teams (billing, fulfillment, fraud, legal) — collaborate to resolve multi-step issues.
  4. Coaching newer reps on call recordings — provide actionable feedback in formal review sessions.
  5. Workflow process gaps — identify and propose to the team lead for QA improvement.
  6. Subject-matter depth in 1–2 product lines — develop and become a team go-to.
  7. Customer-experience metrics (CSAT, NPS, FCR) — interpret personal trends and adjust technique.
  8. Quality-monitoring calibrations — participate as a peer reviewer in team QA sessions.
  9. Schedule and seat-coverage during outages or peak events — flex to support team operations.
  10. Voice-of-customer themes — synthesize and surface to product or operations teams.
Advanced
Lead / Principal / Executive
  1. Team supervision (10–20 reps) — manage with daily huddles, weekly 1:1s, and performance plans.
  2. Workforce-management and shrinkage forecasting — partner with WFM on staffing accuracy.
  3. Quality-monitoring program — own at the team or program level including coaching and calibration.
  4. Tier-3 and executive-escalation handling — represent the company on customer relationships at risk.
  5. New-program rollout (new product, new channel, system migration) — lead training and proficiency curves.
  6. Career development for team members — sponsor toward tier-2, QA, WFM, or supervisor tracks.
  7. Cross-program initiatives (knowledge-base, process, training) — represent the operations voice.
  8. Customer-experience strategy — contribute to multi-quarter planning with operations and product.
  9. Compliance-program ownership (privacy, recording, regulatory) — partner with legal and compliance teams.
  10. Operations leadership pipeline (assistant manager, manager) — develop and progress over multi-year horizons.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. AI-assisted response lookup — uses AI chat tools to retrieve scripted answers to common product or service questions, copying relevant text into customer communications under supervisor review Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
  2. Basic interaction logging — pastes customer complaint summaries into an AI tool to generate draft transaction records, then manually verifies accuracy before saving to the CRM Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Developing
  1. Complaint triage with AI support — submits customer complaint details to an AI assistant to identify likely resolution paths, then applies service judgment to select and execute the appropriate action Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Draft response generation — directs an AI tool to compose initial reply emails or chat messages for routine inquiries, editing the output to match tone, policy, and the specific customer context Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
  3. Billing inquiry handling — uses AI-generated charge summaries and payment calculation assistance to answer customer billing questions accurately, confirming figures against live account data before communicating them Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Proficient
  1. Multi-channel workload acceleration — leverages AI assistance across telephone, email, and chat queues simultaneously, reducing per-interaction handling time while maintaining service quality Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Escalation decision support — queries an AI tool with full interaction history to surface relevant policy precedents, then exercises independent judgment on whether to escalate, retain, or resolve the case Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Follow-up coordination — instructs an AI assistant to draft outbound notification messages for claim investigation outcomes or planned adjustments, reviewing each draft for regulatory compliance and personal accuracy before sending Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
  4. Record quality assurance — runs completed interaction logs through an AI review tool to flag missing fields or inconsistent details, correcting discrepancies before submission Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Advanced
  1. Process optimization through AI pattern analysis — analyzes AI-generated summaries of recurring complaint categories to identify systemic service gaps, then recommends workflow or policy changes to supervisors Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. AI tool governance and peer coaching — evaluates AI assistant outputs for accuracy and bias in customer-facing communications, establishing team-level standards for when to accept, edit, or override AI suggestions Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Complex problem orchestration — coordinates multi-step resolutions involving account changes, billing corrections, and vendor contacts by directing an AI agent through each sub-task in sequence, retaining ownership of customer communication throughout Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
AEI usage
Task observations: 6032
Augment share: 95%
Time saved: 88.8%
AI autonomy: 2.71
SAFI positioning
Top skill: Service Orientation
Score: 57.3 / 100
precision: category_estimate
WEF cluster
Human-Technology Interaction
human_technology_interaction
Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication12 statements
Emerging
  1. Customer greeting — initiates telephone or in-person contact using standard scripts to introduce available products and services Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Complaint intake — records basic details of customer inquiries and complaints into the tracking system with minimal errors O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Written response — composes simple follow-up emails or notes to customers confirming order status or account changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Needs clarification — asks targeted follow-up questions during customer calls to surface root cause of complaints before proposing solutions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Tone adjustment — modifies vocabulary and pace when speaking with customers of varying technical familiarity about billing procedures or service terms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Documentation accuracy — records complete interaction details, including actions taken and unresolved items, in customer relationship management systems O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Multi-channel communication — conveys consistent, accurate information about products, services, and policies across phone, chat, and in-person channels without misrepresentation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Difficult conversation management — communicates billing disputes, service denials, or account cancellations clearly while maintaining professional composure and customer rapport Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Escalation summarization — prepares precise verbal and written summaries of unresolved grievances before transferring customers to designated departments O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Communication coaching — models effective customer dialogue techniques for new representatives, demonstrating active listening and clear explanation in live call reviews Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-functional messaging — drafts procedural updates and customer-facing scripts that align service language with current policies across multiple product lines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. De-escalation leadership — leads high-stakes customer interactions involving complex complaints, translating technical or legal service language into accessible explanations that resolve disputes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
2Leadership8 statements
Emerging
  1. Personal accountability — takes ownership of assigned customer cases from initial contact through resolution without requiring supervisor redirection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Initiative demonstration — flags recurring complaint patterns to a team lead when noticing consistent product or service issues during routine calls Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Peer support — assists newly hired representatives in navigating internal systems and locating policy information during customer interactions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process ownership — follows up independently on open customer cases to confirm that account changes or service adjustments were correctly applied O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Queue management — prioritizes high-urgency customer contacts and guides team workflow during peak volume periods to maintain service level targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Accountability modeling — documents all customer commitments made during calls and ensures fulfillment within stated timeframes, setting a visible standard for the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team mentorship — develops and delivers onboarding guidance for new customer service representatives covering complaint handling, system use, and escalation protocols Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Service improvement leadership — leads root-cause analysis of high-volume complaint categories and presents actionable recommendations to supervisors and cross-functional stakeholders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
3Metacognition8 statements
Emerging
  1. Self-monitoring — identifies personal knowledge gaps in product or service information and seeks clarification from supervisors before providing customer responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Call reflection — reviews recorded or documented customer interactions to recognize communication missteps after each shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Strategy adjustment — modifies personal approach to complaint handling after reviewing which resolution techniques produced successful outcomes versus escalations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning planning — sets self-directed goals to improve knowledge of specific product lines or billing systems based on frequent customer inquiry patterns Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Performance self-assessment — evaluates personal call quality metrics against team benchmarks and identifies specific behaviors to adjust before supervisor review sessions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive load management — recognizes when handling complex multi-issue calls requires slowing pace and using written notes to maintain accuracy throughout the interaction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Reflective practice leadership — facilitates team debriefs where representatives analyze their own decision-making during difficult customer interactions to surface shared learning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive learning modeling — demonstrates transparent self-evaluation by sharing personal improvement strategies with peers, normalizing continuous skill development in the service environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Issue identification — distinguishes between customer complaints requiring immediate resolution and those requiring escalation to specialized departments based on established criteria Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Policy application — applies correct service pricing, deposit, or billing rules to customer accounts by referencing available guidelines O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Root cause analysis — investigates whether a customer's reported problem stems from billing error, service failure, or account configuration before selecting a resolution path Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Evidence evaluation — reviews account history, transaction records, and prior interaction notes to assess validity of customer claims before authorizing adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Complex problem solving — resolves multi-layered customer issues involving overlapping billing disputes, service interruptions, and account discrepancies by systematically addressing each component Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Assumption testing — questions initial customer-stated explanations when transaction records indicate alternative causes, pursuing accurate diagnosis before committing to a resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Pattern recognition — analyzes recurring complaint data across the team to identify systemic product, policy, or process failures and formulate evidence-based improvement proposals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Decision framework development — creates decision trees or resolution guides for ambiguous customer scenarios, enabling less experienced representatives to apply structured critical analysis independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Internal referral — routes unresolved customer grievances to the correct department with complete documentation to support handoff Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Team norm adherence — follows shared protocols for logging customer interactions so that colleagues can access accurate records when covering accounts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-department coordination — communicates directly with billing, technical, or fulfillment teams to resolve customer issues requiring multi-department input Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Peer knowledge sharing — shares product updates or policy changes learned during training with team members to ensure consistent customer responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Collaborative resolution — works jointly with supervisors and other departments on complex customer escalations, contributing clear case documentation and follow-through on assigned action items Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Group problem solving — participates in team meetings to collectively identify high-frequency complaint drivers and develop shared response strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional partnership — serves as primary liaison between the customer service team and operations, sales, or product teams during service disruption events affecting large customer populations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Collaborative culture building — establishes peer-support practices within the team, such as call shadowing or case review partnerships, that improve collective service quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Honest representation — provides customers with accurate information about service capabilities, fees, and timelines without overpromising outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Confidentiality respect — handles sensitive customer account and payment information according to privacy policies during every interaction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Ethical handling — declines to process transactions or adjustments that conflict with company policy even when pressured by customers, and explains the limitation transparently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Consistent professionalism — maintains respectful and composed conduct with hostile or dissatisfied customers without compromising service quality or personal integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Accountability demonstration — acknowledges service or billing errors accurately to customers and takes corrective action without deflecting responsibility to other departments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Transparent escalation — informs customers honestly when their issue exceeds current authority to resolve, setting clear expectations about next steps and timelines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical standard setting — models and reinforces integrity-based service behavior within the team, addressing situations where shortcuts or misrepresentations emerge in peer interactions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Trust-building leadership — earns documented customer and organizational confidence through consistent ethical conduct across high-volume, high-stakes service interactions over time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Alternative resolution — proposes a non-standard accommodation, such as a payment arrangement or service substitution, when the standard resolution does not fit a customer's specific situation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Script adaptation — modifies standard response language to better match the context of an unusual customer complaint without departing from policy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Workaround identification — constructs a compliant resolution path for customer issues not directly addressed in existing procedure guides Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Customer experience improvement — suggests minor workflow or communication adjustments to supervisors based on observed friction points in the service process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Custom resolution design — develops individualized service recovery plans for high-value or complex customer situations that balance customer satisfaction with organizational policy constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Process idea generation — contributes creative proposals in team meetings for reducing repeat contacts or improving first-call resolution rates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Innovation leadership — pilots and evaluates new customer interaction approaches or self-service solutions, presenting results and recommendations to management for broader adoption Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Creative problem-solving coaching — guides team members through divergent thinking exercises applied to recurring customer complaint scenarios to expand the team's resolution repertoire Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — incorporates supervisor feedback from call monitoring reviews into subsequent customer interactions without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge acceptance — volunteers to handle complex or unfamiliar complaint types as a learning opportunity rather than requesting reassignment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill-building persistence — continues developing product knowledge and system proficiency through self-study after initial training, especially when first-call resolution rates are below target Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error utilization — treats incorrectly resolved customer cases as data points, identifying what to do differently rather than attributing outcomes to external factors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Continuous improvement practice — regularly reviews personal performance metrics, identifies growth areas, and adjusts call handling strategies between formal evaluation cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptability in change — maintains service effectiveness and positive engagement when new products, systems, or policies are introduced, treating transitions as learning opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Growth culture promotion — shares personal learning stories and improvement strategies with the team, reinforcing the value of effort and persistence in developing service mastery Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stretch goal pursuit — proactively takes on expanded responsibilities such as training facilitation or process improvement projects to accelerate professional development beyond the current role Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Emotional awareness — recognizes personal stress signals during high-volume call periods and applies brief grounding techniques before engaging the next customer Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Present-moment focus — gives full attention to each customer interaction without allowing residual frustration from prior calls to affect tone or accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Attentional regulation — sustains concentration through repetitive data entry and account verification tasks to prevent errors that generate follow-up contacts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Emotional regulation — manages personal frustration when customers are hostile or unreasonable, maintaining a steady and professional tone throughout the interaction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional pacing — slows interaction tempo during complex billing or service explanation conversations to ensure both the customer and representative process information accurately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Stress management in volume — maintains consistent service quality and documentation accuracy during peak call volume periods through deliberate attention management strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful leadership modeling — demonstrates and coaches emotional regulation and focused attention techniques to peers experiencing burnout or performance inconsistency in high-demand service environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Systemic awareness — applies broad situational awareness to anticipate customer emotional states based on interaction context cues, adjusting communication approach proactively before tension escalates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Adversity tolerance — continues processing customer cases accurately after receiving criticism or hostile treatment during a call Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Routine persistence — maintains documentation and follow-up discipline across repetitive, high-volume workdays without declining in accuracy or effort Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Escalation resilience — re-engages with a new customer call at full professionalism immediately following a difficult or unresolved escalation interaction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Uncertainty navigation — continues serving customers effectively during periods of system outages, policy transitions, or incomplete information by using available resources and transparent communication Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Sustained performance — maintains first-call resolution quality and documentation standards through extended high-demand periods such as product launches or service disruptions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Courageous honesty — delivers unfavorable news to customers, such as denied claims or unresolvable complaints, directly and without evasion while sustaining the service relationship Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Team resilience leadership — supports team morale and sustained performance during prolonged high-pressure periods by modeling steady effort and facilitating peer support Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Institutional courage — raises systemic service failures or policy gaps to leadership even when doing so requires challenging established norms, backed by documented customer impact evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
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O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
Customer Service Representative · Account Adjuster · Account Representative · Adjustment Clerk · Automotive Service Advisor · Automotive Service Writer · Bill Adjuster · Call Center Representative · Claims Customer Service Representative (Claims CSR) · Clerical Adjudicator · Client Relations Specialist · Client Service Representative (Client Service Rep)
RAPIDS apprenticeships
0276 · Customer Service Representative
O*NET skills
Service OrientationActive ListeningSpeakingReading ComprehensionCritical ThinkingComplex Problem SolvingTime ManagementWritingSocial PerceptivenessPersuasionNegotiationMonitoring
Knowledge domains
Customer and Personal ServiceEnglish LanguageAdministration and ManagementSales and MarketingMathematicsAdministrativeComputers and Electronics
Abilities
Oral ComprehensionOral ExpressionSpeech ClaritySpeech RecognitionProblem SensitivityWritten ExpressionNear VisionWritten ComprehensionDeductive ReasoningInductive Reasoning
Work styles
DependabilitySelf-ControlCooperationSocial OrientationEmpathyOptimism
Technology
Network conferencing softwareDocument management softwareGraphics or photo imaging softwareHuman resources softwareData base user interface and query softwarePresentation softwareOperating system softwareCustomer relationship management CRM softwareElectronic mail softwareAccess software
Tasks · seed anchors for statements
  1. 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. Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
  3. Check to ensure that appropriate changes were made to resolve customers' problems.
  4. Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.
  5. Determine charges for services requested, collect deposits or payments, or arrange for billing.
  6. Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.
  7. Refer unresolved customer grievances to designated departments for further investigation.
CIP education codes
52.040652.0411

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.