[None] Answer customers' questions about services, prices, availability, or credit terms.
  DWAs: Answer customer questions about goods or services.

[None] Attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, regulations, or industry developments.
  DWAs: Monitor market conditions or trends. | Attend events to develop professional knowledge.

[None] Compute and compare costs of services.
  DWAs: Assess the cost effectiveness of products, projects, or services. | Calculate costs of goods or services.

[None] Consult with clients after sales or contract signings to resolve problems and provide ongoing support.
  DWAs: Advise customers on the use of products or services.

[None] Contact prospective or existing customers to discuss how services can meet their needs.
  DWAs: Contact current or potential customers to promote products or services.

[None] Create forms or agreements to complete sales.
  DWAs: Prepare sales or other contracts.

[None] Develop sales presentations or proposals to explain service specifications.
  DWAs: Develop content for sales presentations or other materials.

[None] Distribute promotional materials at meetings, conferences, or trade shows.
  DWAs: Distribute promotional literature or samples to customers.

[None] Emphasize or recommend service features based on knowledge of customers' needs and vendor capabilities and limitations.
  DWAs: Explain technical product or service information to customers. | Recommend products or services to customers.

[None] Identify prospective customers using business directories, leads from clients, or information from conferences or trade shows.
  DWAs: Identify potential customers.

[None] Inform customers of contracts or other information pertaining to purchased services.
  DWAs: Advise others on business or operational matters.

[None] Maintain customer records using automated systems.
  DWAs: Maintain records of customer accounts.

[None] Monitor market conditions, innovations, and competitors' services, prices, and sales.
  DWAs: Monitor market conditions or trends. | Study product information to acquire professional knowledge.

[None] Negotiate prices or terms of sales or service agreements.
  DWAs: Negotiate prices or other sales terms.

[None] Quote prices, credit terms, contract terms, or fulfillment dates for services.
  DWAs: Estimate costs or terms of sales.

--- WORK STYLES ---
  Dependability (imp:5.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Achievement Orientation (imp:4.00) — A tendency to establish and maintain personally challenging work-related goals, 
  Perseverance (imp:3.00) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Social Orientation (imp:3.00) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Social Orientation (imp:2.81) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Achievement Orientation (imp:2.42) — A tendency to establish and maintain personally challenging work-related goals, 
  Self-Confidence (imp:2.20) — A tendency to believe in one's work-related capabilities and ability to control 
  Dependability (imp:2.06) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Perseverance (imp:2.00) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Optimism (imp:1.98) — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Initiative (imp:1.96) — A tendency to be proactive and take on extra responsibilities and tasks that may
  Adaptability (imp:1.72) — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Self-Control (imp:1.66) — A tendency to remain calm and composed and to manage emotions effectively in res
  Stress Tolerance (imp:1.61) — A tendency to cope and function effectively in stressful situations at work.
  Cooperation (imp:1.60) — A tendency to be pleasant, helpful, and willing to assist others at work.
  Empathy (imp:1.59) — A tendency to show concern for others and be sensitive to others' needs and feel
  Tolerance for Ambiguity (imp:1.56) — A tendency to be comfortable with ambiguity and uncertainty at work.
  Leadership Orientation (imp:1.48) — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Integrity (imp:1.45) — A tendency to be honest and ethical at work.
  Attention to Detail (imp:1.44) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Innovation (imp:1.25) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Intellectual Curiosity (imp:1.14) — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Sincerity (imp:1.05) — A tendency to be genuine and sincere in interactions with others at work, withou
  Self-Confidence (imp:1.00) — A tendency to believe in one's work-related capabilities and ability to control 
  Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work.
  Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may
  Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Humility () — A tendency to be modest and humble when interacting with others at work.
  Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou
  Empathy () — A tendency to show concern for others and be sensitive to others' needs and feel
  Cooperation () — A tendency to be pleasant, helpful, and willing to assist others at work.
  Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Cautiousness () — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Attention to Detail () — A tendency to be detail-oriented, organized, and thorough in completing work.
  Integrity () — A tendency to be honest and ethical at work.
  Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work.
  Self-Control () — A tendency to remain calm and composed and to manage emotions effectively in res
  Cautiousness (imp:-0.19) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Humility (imp:-1.22) — A tendency to be modest and humble when interacting with others at work.

--- NATIONAL WAGES ---
  total_employment : 1,256,010
  annual_median    : $69,990
  annual_pct10     : $37,980
  annual_pct25     : $47,670
  annual_pct75     : $100,480
  annual_pct90     : $148,840
  annual_mean      : $82,430
  hourly_median    : $33.65

--- GEOGRAPHIC DISPERSION ---
  highest_state    : New York ($92,190)
  lowest_state     : Puerto Rico ($28,580)
  dispersion_ratio : 3.226x

--- TOP STATES BY WAGE (54 total) ---
  Professional, Scientific, and Technical Services emp:  293,050  median: $  83,880
  Information                              emp:  194,880  median: $  77,490
  Administrative and Support and Waste Management and Remediation Services emp:  162,520  median: $  63,410
  Construction                             emp:  129,530  median: $  73,210
  Retail Trade                             emp:  120,260  median: $  45,740
  Transportation and Warehousing           emp:   58,780  median: $  68,620
  Other Services (except Public Administration) emp:   41,670  median: $  54,960
  Wholesale Trade                          emp:   41,020  median: $  78,280
  Health Care and Social Assistance        emp:   35,090  median: $  76,670
  Arts, Entertainment, and Recreation      emp:   32,460  median: $  38,290

--- TOP INDUSTRIES BY EMPLOYMENT (20 total) ---
  Professional, Scientific, and Technical Services emp:  293,050  median: $  83,880
  Information                              emp:  194,880  median: $  77,490
  Administrative and Support and Waste Management and Remediation Services emp:  162,520  median: $  63,410
  Construction                             emp:  129,530  median: $  73,210
  Retail Trade                             emp:  120,260  median: $  45,740
  Transportation and Warehousing           emp:   58,780  median: $  68,620
  Other Services (except Public Administration) emp:   41,670  median: $  54,960
  Wholesale Trade                          emp:   41,020  median: $  78,280
  Health Care and Social Assistance        emp:   35,090  median: $  76,670
  Arts, Entertainment, and Recreation      emp:   32,460  median: $  38,290

exact_match_status : no_exact_match
matched_title      : N/A
match_score        : 0.0000
wikidata_qid       : N/A
word_count         : 0
wikipedia_url      : N/A
license            : CC BY-SA 4.0
fetched_at         : 2026-06-02T22:18:58.345554Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Insurance (similarity: 0.1714)
  URL: https://en.wikipedia.org/wiki/Insurance
  QID: Q43183
  Extract: Insurance is a means of protection from financial loss in which, in exchange for a fee, a party agrees to compensate another party in the event of a certain loss, damage, or injury. It is a form of risk management, primarily used to protect against the risk of a contingent or uncertain loss.

  Title: Economy of China (similarity: 0.1786)
  URL: https://en.wikipedia.org/wiki/Economy_of_China
  QID: Q209380
  Extract: The People's Republic of China (PRC) has a developing socialist market economy, incorporating industrial policies and strategic five-year plans. China has the world's second-largest economy by nominal GDP and since 2016 has been the world's largest economy when measured by purchasing power parity (P

  Title: Google (similarity: 0.0392)
  URL: https://en.wikipedia.org/wiki/Google
  QID: Q95
  Extract: Google LLC is an American multinational technology corporation focused on information technology, online advertising, search engine technology, email, cloud computing, software, quantum computing, e-commerce, consumer electronics, and artificial intelligence (AI). It has been referred to as "the mos

  Title: Value-added tax (similarity: 0.1802)
  URL: https://en.wikipedia.org/wiki/Value-added_tax
  QID: Q128635
  Extract: A value-added tax (VAT), goods and services tax (GST), or general consumption tax (GCT) is a consumption tax that is levied on the value added at each stage of a product's production and distribution. VAT is similar to, and is often compared with, a sales tax. VAT is an indirect tax because individu

  Title: Operations management for services (similarity: 0.2769)
  URL: https://en.wikipedia.org/wiki/Operations_management_for_services
  QID: Q30324036
  Extract: Operations management for services has the functional responsibility for producing the services of an organization and providing them directly to its customers. It specifically deals with decisions required by operations managers for simultaneous production and consumption of an intangible product. 

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : medium
confidence_notes     : Strong task and work style data available, but limited knowledge, skills, and abilities information reduces depth of analysis. RIASEC profile and related occupations provide good contextual framework.
inferred_at          : 2026-06-03T21:56:02.949882+00:00
tokens_input         : 3,380
tokens_output        : 3,904
cost_usd             : $0.038580
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No direct Wikipedia match found for this specific sales role. The semantic neighbors focus on broader economic concepts rather than sales occupations.

--- PROSE FIELDS ---

ROLE SUMMARY:
Sales Representatives of Services promote and sell business services to organizations and individuals, excluding specialized areas like advertising, insurance, financial services, and travel. They identify prospective clients, present service solutions, negotiate contracts, and maintain ongoing customer relationships. These professionals serve as the primary interface between service providers and their markets, requiring strong communication skills and business acumen.

DAY IN THE LIFE:
Representatives begin by reviewing market conditions and identifying potential customers using business directories and trade publications. They contact prospects to discuss service needs, develop customized sales presentations explaining specifications and benefits, and calculate service costs for comparison. Throughout the day, they answer customer questions about pricing and availability, create sales agreements, and follow up with existing clients to resolve issues. They also attend trade meetings and conferences to gather market intelligence and distribute promotional materials.

WHO THRIVES:
Individuals with high dependability and achievement orientation excel in this role, as demonstrated by the top work styles requiring consistent follow-through and goal-oriented behavior. The Enterprising (6.73) and Conventional (5.07) RIASEC profile indicates success for those who enjoy persuading others and working with structured processes. Strong social orientation enables effective relationship building with diverse clients. Those who thrive possess natural resilience to handle rejection, analytical skills to understand complex service offerings, and the perseverance to maintain long sales cycles.

CAREER ENTRY:
This Job Zone 2 position typically requires some preparation beyond high school, often including vocational training or an associate degree in business or related field. Many employers provide on-the-job training covering product knowledge, sales techniques, and customer relationship management systems. Previous customer service experience is often valued, and familiarity with CRM software and Microsoft Office applications is increasingly important.

CAREER TRAJECTORY:
Representatives can advance to sales manager positions or specialize in specific service verticals with higher complexity. Career progression often leads to account management roles handling major clients, regional sales management, or marketing manager positions. Some transition to wholesale and manufacturing sales roles or move into business development and strategic partnership roles within their industry.

MARKET INTELLIGENCE:
With 1,256,010 employed nationally, this occupation offers substantial opportunities across multiple sectors, particularly in Professional, Scientific, and Technical Services (293,050 employed) and Information industries (194,880 employed). According to BLS OEWS May 2025 data, median annual wages reach $69,990, with the 90th percentile earning $148,840. Geographic variation is significant, with New York offering the highest wages at $92,190 compared to Puerto Rico at $28,580. The broad applicability across industries provides geographic mobility and recession resilience.

AUTOMATION OUTLOOK:
Core relationship-building, complex problem-solving, and customized solution development activities remain largely automation-resistant. While CRM systems and lead generation tools enhance efficiency, the human element in understanding nuanced client needs and building trust relationships remains irreplaceable in complex service sales.

--- REASONED EDGES ---
  [skill_overlap] Customer Service Representatives (43-4051.00) — confidence:high
    reasoning: Both roles require answering customer questions and resolving client problems as core tasks.
    data: Answer customers' questions about services
    data: Consult with clients after sales to resolve problems
  [riasec_cluster] Advertising Sales Agents (41-3011.00) — confidence:high
    reasoning: Both roles share Enterprising (E) primary orientation focused on persuading and selling to clients.
    data: E:6.73 RIASEC score
    data: Sales-focused work activities
  [career_pathway] Sales Managers (11-2022.00) — confidence:high
    reasoning: Natural progression from individual contributor sales role to management position overseeing sales teams.
    data: Achievement Orientation work style
    data: Attend sales meetings task
  [task_similarity] Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products (41-4011.00) — confidence:high
    reasoning: Both roles involve developing sales presentations, identifying prospects, and explaining service specifications to customers.
    data: Develop sales presentations
    data: Identify prospective customers
    data: Explain service features
  [wage_band] Telemarketers (41-9041.00) — confidence:medium
    reasoning: Both positions fall within Job Zone 2 requiring similar preparation levels and customer contact skills.
    data: Job Zone 2
    data: Contact prospective customers task

--- NORMALIZER SIGNALS ---
  match_keywords   : ['services sales', 'account executive', 'business services', 'service representative', 'client relationship', 'field sales', 'inside sales', 'business development']
  exclude_keywords : ['insurance sales', 'financial services', 'travel agent', 'advertising sales', 'real estate']
  title_patterns   : ['*Sales Representative*', '*Account Executive*', '*Business Development*', '*Client Relationship*', '*Field Sales*']
  common_variations: ['Service Sales Rep', 'Business Services Representative', 'Account Manager', 'Client Consultant', 'Sales Consultant', 'Territory Representative', 'Regional Sales Rep', 'Solutions Specialist']

total_terms    : 40
top_words      : ['tendency', 'sales', 'services', 'customers', 'service', 'others', 'business', 'orientation', 'market', 'customer', 'tax', 'clients', 'needs', 'difficult', 'self', 'management', 'prices', 'trade', 'social', 'concern']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
tendency                   42  0.04343  onet_dimensions      onet_dimensions:100%
sales                      22  0.02275  inference            inference:50%  onet_tasks:27%  dwas:18%
services                   20  0.02068  onet_tasks           onet_tasks:30%  dwas:30%  wikipedia:20%
customers                  14  0.01448  dwas                 dwas:43%  onet_tasks:36%  wikipedia:14%
service                    14  0.01448  inference            inference:57%  onet_tasks:21%  wikipedia:14%
others                     12  0.01241  onet_dimensions      onet_dimensions:83%  dwas:8%  inference:8%
business                    8  0.00827  inference            inference:62%  onet_tasks:25%  dwas:12%
orientation                 8  0.00827  onet_dimensions      onet_dimensions:75%  inference:25%
market                      7  0.00724  onet_tasks           onet_tasks:29%  dwas:29%  inference:29%
customer                    7  0.00724  inference            inference:57%  dwas:29%  onet_tasks:14%
tax                         7  0.00724  wikipedia            wikipedia:100%
clients                     6  0.00620  inference            inference:67%  onet_tasks:33%
needs                       6  0.00620  onet_tasks           onet_tasks:33%  onet_dimensions:33%  inference:33%
difficult                   6  0.00620  onet_dimensions      onet_dimensions:100%
self                        6  0.00620  onet_dimensions      onet_dimensions:100%
management                  6  0.00620  wikipedia            wikipedia:50%  inference:50%
prices                      5  0.00517  onet_tasks           onet_tasks:80%  dwas:20%
trade                       5  0.00517  onet_tasks           onet_tasks:60%  inference:40%
social                      5  0.00517  onet_dimensions      onet_dimensions:80%  inference:20%
concern                     5  0.00517  onet_dimensions      onet_dimensions:80%  wikipedia:20%
product                     5  0.00517  dwas                 dwas:40%  wikipedia:40%  inference:20%
economy                     5  0.00517  wikipedia            wikipedia:100%
costs                       4  0.00414  dwas                 dwas:50%  onet_tasks:25%  inference:25%
resolve                     4  0.00414  onet_dimensions      onet_dimensions:50%  onet_tasks:25%  inference:25%
meeting                     4  0.00414  onet_dimensions      onet_dimensions:100%
goals                       4  0.00414  onet_dimensions      onet_dimensions:100%
standards                   4  0.00414  onet_dimensions      onet_dimensions:100%
exhibit                     4  0.00414  onet_dimensions      onet_dimensions:100%
circumstances               4  0.00414  onet_dimensions      onet_dimensions:100%
seek                        4  0.00414  onet_dimensions      onet_dimensions:100%
control                     4  0.00414  onet_dimensions      onet_dimensions:100%
positive                    4  0.00414  onet_dimensions      onet_dimensions:100%
emotions                    4  0.00414  onet_dimensions      onet_dimensions:100%
comfortable                 4  0.00414  onet_dimensions      onet_dimensions:100%
effectively                 4  0.00414  onet_dimensions      onet_dimensions:100%
situations                  4  0.00414  onet_dimensions      onet_dimensions:100%
tolerance                   4  0.00414  onet_dimensions      onet_dimensions:100%
ambiguity                   4  0.00414  onet_dimensions      onet_dimensions:100%
detail                      4  0.00414  onet_dimensions      onet_dimensions:100%
risk                        4  0.00414  onet_dimensions      onet_dimensions:50%  wikipedia:50%