--- NATIONAL WAGES ---
  total_employment : 9,480
  annual_median    : $64,950
  annual_pct10     : $43,030
  annual_pct25     : $51,020
  annual_pct75     : $95,860
  annual_pct90     : $129,110
  annual_mean      : $79,090
  hourly_median    : $31.23

--- GEOGRAPHIC DISPERSION ---
  highest_state    : New Hampshire ($94,660)
  lowest_state     : Ohio ($38,430)
  dispersion_ratio : 2.463x

--- TOP STATES BY WAGE (26 total) ---
  Professional, Scientific, and Technical Services emp:    2,000  median: $  51,540
  Manufacturing                            emp:    1,600  median: $  61,090
  Wholesale Trade                          emp:      960  median: $  79,170
  Construction                             emp:      930  median: $  62,420
  Retail Trade                             emp:      760  median: $  52,000
  Management of Companies and Enterprises  emp:      690  median: $  90,630
  Information                              emp:      600  median: $       0
  Administrative and Support and Waste Management and Remediation Services emp:      600  median: $  97,840
  Arts, Entertainment, and Recreation      emp:      490  median: $  63,370
  Educational Services                     emp:      190  median: $  52,220

--- TOP INDUSTRIES BY EMPLOYMENT (12 total) ---
  Professional, Scientific, and Technical Services emp:    2,000  median: $  51,540
  Manufacturing                            emp:    1,600  median: $  61,090
  Wholesale Trade                          emp:      960  median: $  79,170
  Construction                             emp:      930  median: $  62,420
  Retail Trade                             emp:      760  median: $  52,000
  Management of Companies and Enterprises  emp:      690  median: $  90,630
  Information                              emp:      600  median: $       0
  Administrative and Support and Waste Management and Remediation Services emp:      600  median: $  97,840
  Arts, Entertainment, and Recreation      emp:      490  median: $  63,370
  Educational Services                     emp:      190  median: $  52,220

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         : 2026-06-02T21:22:08.841671Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Interior design (similarity: 0.3429)
  URL: https://en.wikipedia.org/wiki/Interior_design
  QID: Q179232
  Extract: Interior design is the art and science of enhancing the interior of a building to achieve a healthier and more aesthetically pleasing environment for the people using the space. With a keen eye for detail and a creative flair, an interior designer is someone who plans, researches, coordinates, and m

  Title: Web design (similarity: 0.4000)
  URL: https://en.wikipedia.org/wiki/Web_design
  QID: Q190637
  Extract: 

Web design encompasses many different skills and disciplines in the production and maintenance of websites. The different areas of web design include web graphic design; user interface design ; authoring, including standardised code and proprietary software; user experience design ; and search eng

  Title: Fashion design (similarity: 0.3529)
  URL: https://en.wikipedia.org/wiki/Fashion_design
  QID: Q29583
  Extract: Fashion design is the art of applying design, aesthetics, clothing construction, and natural beauty to clothing and its accessories. It is influenced by diverse cultures and different trends and has varied over time and place. "A fashion designer creates clothing, including dresses, suits, pants, sk

  Title: Costume designer (similarity: 0.4444)
  URL: https://en.wikipedia.org/wiki/Costume_designer
  QID: Q1323191
  Extract: A costume designer is a person who designs costumes for a film, stage production or television show. The role of the costume designer is to create the characters' outfits or costumes and balance the scenes with texture and colour, etc. The costume designer works alongside the director, scenic, light

  Title: Designer (similarity: 0.5714)
  URL: https://en.wikipedia.org/wiki/Designer
  QID: Q5322166
  Extract: A designer is a person who plans the form or structure of something before it is made, by preparing drawings or plans. In practice, anyone who creates tangible or intangible objects, products, processes, laws, games, graphics, services, or experiences can be called a designer.

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : medium
confidence_notes     : Limited detailed O*NET data due to the catch-all nature of this SOC code, but wage and employment data from BLS provides solid market intelligence foundation.
inferred_at          : 2026-06-03T18:02:47.393431+00:00
tokens_input         : 2,193
tokens_output        : 3,367
cost_usd             : $0.034222
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match exists for this broad occupational category, though related design specialties like costume design, interior design, and web design provide context for the diverse nature of these roles.

--- PROSE FIELDS ---

ROLE SUMMARY:
Designers, All Other encompasses specialized design professionals not classified in other design categories, creating visual concepts and solutions across diverse industries including advertising, gaming, food styling, and home staging. This broad occupational category includes niche design roles such as china painters, colorists, frame stylists, and digital designers who apply creative problem-solving to specific industry needs. These professionals translate concepts into visual formats, working across traditional and digital mediums to communicate ideas and enhance user experiences.

DAY IN THE LIFE:
A designer in this category might begin their day conceptualizing visual elements for client projects, whether developing game assets, styling food for photography, or creating advertising materials. They collaborate with clients and stakeholders to understand project requirements and brand guidelines. Much of their time involves hands-on creative work using both traditional tools and digital software to produce designs, mock-ups, or prototypes. They present concepts to clients, incorporate feedback into revisions, and ensure final deliverables meet quality standards and project deadlines.

WHO THRIVES:
Successful professionals in this field possess strong visual creativity combined with attention to detail and the ability to translate abstract concepts into tangible designs. They excel at problem-solving within constraints, whether working with limited budgets, tight timelines, or specific technical requirements. These individuals are adaptable and curious, often working across multiple design disciplines and industries throughout their careers. Strong communication skills are essential for client interaction and collaboration, while self-direction and project management abilities help them navigate diverse client needs and industry standards.

CAREER ENTRY:
Most positions require a bachelor's degree in design, fine arts, or a related creative field, though some specialized roles may accept equivalent experience or portfolio demonstration. Entry-level designers typically begin with internships or junior positions where they work under senior designers to develop industry-specific skills and build professional portfolios. Many professionals also pursue specialized training or certification in particular software tools or design methodologies relevant to their chosen niche.

CAREER TRAJECTORY:
Career advancement often involves specializing in high-demand design niches or transitioning into senior creative roles such as art director or creative director positions. Some designers evolve into consultancy roles, starting their own design studios or becoming freelance specialists in their chosen field. Others may transition into related areas such as user experience design, brand strategy, or creative management roles within larger organizations.

MARKET INTELLIGENCE:
According to BLS OEWS May 2025 data, the field employs 9,480 professionals with a median annual salary of $64,950, ranging from $43,030 to $129,110 across experience levels. Geographic variation is significant, with New Hampshire offering the highest median wages at $94,660 compared to Ohio's $38,430, representing a 2.46x ratio difference. Professional, Scientific, and Technical Services leads employment with 2,000 positions, followed by Manufacturing (1,600) and Wholesale Trade (960), indicating strong demand across business-to-business sectors. The relatively small total employment suggests this represents truly specialized design roles not captured in other design categories.

AUTOMATION OUTLOOK:
While AI tools increasingly assist with design generation and iteration, the specialized nature of these roles provides some protection from full automation. The client interaction, cultural context understanding, and highly specific industry knowledge required for roles like food styling or game design remain difficult to automate completely.

--- REASONED EDGES ---
  [skill_overlap] Multimedia Artists and Animators (27-1014) — confidence:medium
    reasoning: Both roles involve digital design creation and visual communication across media platforms.
    data: Digital Designer job title
    data: Creative design focus
  [task_similarity] Interior Designers (27-1025) — confidence:medium
    reasoning: Home Stager role overlaps with interior design in spatial arrangement and aesthetic presentation.
    data: Home Stager job title
    data: Professional services industry employment
  [knowledge_overlap] Craft Artists (27-1012) — confidence:medium
    reasoning: China Painter and traditional artistic roles share fine arts techniques and material knowledge.
    data: China Painter job title
    data: Traditional artistic methods
  [career_pathway] Web and Digital Interface Designers (15-1255) — confidence:medium
    reasoning: Digital Designer roles can transition into specialized web design positions.
    data: Digital Designer job title
    data: Technical services industry employment
  [skill_overlap] Fine Artists, Including Painters, Sculptors, and Illustrators (27-1013) — confidence:medium
    reasoning: Colorist and Copyist roles require fundamental fine arts skills and artistic techniques.
    data: Colorist job title
    data: Copyist job title
    data: Traditional artistic focus

--- NORMALIZER SIGNALS ---
  match_keywords   : ['specialty designer', 'niche designer', 'creative designer', 'visual designer', 'advertising designer', 'game designer', 'food stylist', 'home stager']
  exclude_keywords : ['web designer', 'interior designer', 'graphic designer', 'fashion designer', 'industrial designer']
  title_patterns   : ['Designer, All Other', 'Specialty Designer', 'Creative Designer', 'Visual Designer', 'Design Specialist']
  common_variations: ['advertising designer', 'digital designer', 'game designer', 'food stylist', 'home stager', 'creative designer', 'visual designer', 'design specialist']

total_terms    : 40
top_words      : ['design', 'designer', 'creative', 'designers', 'interior', 'costume', 'visual', 'specialized', 'professionals', 'project', 'user', 'clothing', 'diverse', 'designs', 'concepts', 'client', 'art', 'plans', 'management', 'many']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
design                     34  0.06513  wikipedia            wikipedia:50%  inference:50%
designer                   12  0.02299  wikipedia            wikipedia:92%  inference:8%
creative                    8  0.01533  inference            inference:75%  wikipedia:25%
designers                   8  0.01533  inference            inference:62%  wikipedia:38%
interior                    6  0.01149  wikipedia            wikipedia:83%  inference:17%
costume                     6  0.01149  wikipedia            wikipedia:83%  inference:17%
visual                      5  0.00958  inference            inference:80%  wikipedia:20%
specialized                 5  0.00958  inference            inference:100%
professionals               5  0.00958  inference            inference:100%
project                     4  0.00766  inference            inference:75%  wikipedia:25%
user                        4  0.00766  wikipedia            wikipedia:50%  inference:50%
clothing                    4  0.00766  wikipedia            wikipedia:100%
diverse                     4  0.00766  inference            inference:75%  wikipedia:25%
designs                     4  0.00766  wikipedia            wikipedia:50%  inference:50%
concepts                    4  0.00766  inference            inference:100%
client                      4  0.00766  inference            inference:100%
art                         3  0.00575  wikipedia            wikipedia:67%  inference:33%
plans                       3  0.00575  wikipedia            wikipedia:100%
management                  3  0.00575  inference            inference:67%  wikipedia:33%
many                        3  0.00575  wikipedia            wikipedia:67%  inference:33%
software                    3  0.00575  inference            inference:67%  wikipedia:33%
director                    3  0.00575  inference            inference:67%  wikipedia:33%
food                        3  0.00575  inference            inference:100%
styling                     3  0.00575  inference            inference:100%
category                    3  0.00575  inference            inference:100%
digital                     3  0.00575  inference            inference:100%
working                     3  0.00575  inference            inference:100%
tools                       3  0.00575  inference            inference:100%
strong                      3  0.00575  inference            inference:100%
space                       2  0.00383  wikipedia            wikipedia:100%
detail                      2  0.00383  wikipedia            wikipedia:50%  inference:50%
projects                    2  0.00383  wikipedia            wikipedia:50%  inference:50%
includes                    2  0.00383  wikipedia            wikipedia:50%  inference:50%
development                 2  0.00383  wikipedia            wikipedia:100%
stakeholders                2  0.00383  wikipedia            wikipedia:50%  inference:50%
construction                2  0.00383  wikipedia            wikipedia:100%
arts                        2  0.00383  wikipedia            wikipedia:50%  inference:50%
help                        2  0.00383  wikipedia            wikipedia:50%  inference:50%
understand                  2  0.00383  wikipedia            wikipedia:50%  inference:50%
encompasses                 2  0.00383  wikipedia            wikipedia:50%  inference:50%