{
 "period": "2026-10-01/2026-10-08",
 "total_jobs": 26544,
 "method": "k-means (k=100) on Vibeworker's skills embedding of each job (title, required skills and category). Niche names were written by hand from each group's top skills and titles.",
 "niches": [
  {
   "rank": 1,
   "niche": "Short-form video editing",
   "jobs": 1096,
   "share_pct": 4.13,
   "median_fixed_budget": 60.0,
   "fixed_jobs": 562,
   "hourly_low_median": 10,
   "hourly_high_median": 27,
   "hourly_jobs": 329,
   "expert_pct": 21.2,
   "entry_level_pct": 7.9,
   "top_skills": [
    "Video Editing",
    "Video Post-Editing",
    "Adobe Premiere Pro",
    "Video Production",
    "Adobe After Effects"
   ]
  },
  {
   "rank": 2,
   "niche": "Video editing (YouTube and long form)",
   "jobs": 785,
   "share_pct": 2.96,
   "median_fixed_budget": 72.5,
   "fixed_jobs": 350,
   "hourly_low_median": 10,
   "hourly_high_median": 27,
   "hourly_jobs": 247,
   "expert_pct": 23.7,
   "entry_level_pct": 7.6,
   "top_skills": [
    "Video Editing",
    "Adobe Premiere Pro",
    "Video Post-Editing",
    "Video Production",
    "Adobe After Effects"
   ]
  },
  {
   "rank": 3,
   "niche": "AI video generation and AI UGC ads",
   "jobs": 544,
   "share_pct": 2.05,
   "median_fixed_budget": 60,
   "fixed_jobs": 255,
   "hourly_low_median": 10,
   "hourly_high_median": 27,
   "hourly_jobs": 167,
   "expert_pct": 30.1,
   "entry_level_pct": 7.5,
   "top_skills": [
    "AI-Generated Video",
    "Video Editing",
    "AI Video Generation",
    "Video Production",
    "AI Video Generation & Editing Deliverables"
   ]
  },
  {
   "rank": 4,
   "niche": "Social media management",
   "jobs": 463,
   "share_pct": 1.74,
   "median_fixed_budget": 120,
   "fixed_jobs": 137,
   "hourly_low_median": 8,
   "hourly_high_median": 20,
   "hourly_jobs": 231,
   "expert_pct": 18.8,
   "entry_level_pct": 8.2,
   "top_skills": [
    "Social Media Marketing",
    "Social Media Management",
    "Facebook",
    "Social Media Content Creation",
    "Instagram"
   ]
  },
  {
   "rank": 5,
   "niche": "Legal advice and contracts",
   "jobs": 461,
   "share_pct": 1.74,
   "median_fixed_budget": 250.0,
   "fixed_jobs": 156,
   "hourly_low_median": 30,
   "hourly_high_median": 100,
   "hourly_jobs": 189,
   "expert_pct": 36.0,
   "entry_level_pct": 5.4,
   "top_skills": [
    "Legal Consulting",
    "Legal Research",
    "Corporate Law",
    "Legal Writing",
    "Contract Law"
   ]
  },
  {
   "rank": 6,
   "niche": "Shopify development",
   "jobs": 451,
   "share_pct": 1.7,
   "median_fixed_budget": 135,
   "fixed_jobs": 193,
   "hourly_low_median": 12,
   "hourly_high_median": 27,
   "hourly_jobs": 163,
   "expert_pct": 32.6,
   "entry_level_pct": 2.9,
   "top_skills": [
    "Shopify",
    "Shopify Templates",
    "Shopify Theme",
    "HTML",
    "Web Development"
   ]
  },
  {
   "rank": 7,
   "niche": "Small business websites and landing pages",
   "jobs": 442,
   "share_pct": 1.67,
   "median_fixed_budget": 180,
   "fixed_jobs": 217,
   "hourly_low_median": 15.0,
   "hourly_high_median": 30.0,
   "hourly_jobs": 124,
   "expert_pct": 26.8,
   "entry_level_pct": 7.9,
   "top_skills": [
    "Web Design",
    "Web Development",
    "Landing Page",
    "Squarespace",
    "WordPress"
   ]
  },
  {
   "rank": 8,
   "niche": "Logo and brand identity",
   "jobs": 436,
   "share_pct": 1.64,
   "median_fixed_budget": 150,
   "fixed_jobs": 237,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 89,
   "expert_pct": 25.7,
   "entry_level_pct": 6.7,
   "top_skills": [
    "Logo Design",
    "Graphic Design",
    "Brand Identity & Guidelines",
    "Brand Guidelines",
    "Adobe Illustrator"
   ]
  },
  {
   "rank": 9,
   "niche": "Bookkeeping (QuickBooks)",
   "jobs": 414,
   "share_pct": 1.56,
   "median_fixed_budget": 100,
   "fixed_jobs": 87,
   "hourly_low_median": 10,
   "hourly_high_median": 20,
   "hourly_jobs": 239,
   "expert_pct": 26.1,
   "entry_level_pct": 3.4,
   "top_skills": [
    "Bookkeeping",
    "Accounting",
    "Bank Reconciliation",
    "Intuit QuickBooks",
    "Financial Accounting"
   ]
  },
  {
   "rank": 10,
   "niche": "Virtual assistants (general)",
   "jobs": 413,
   "share_pct": 1.56,
   "median_fixed_budget": 200.0,
   "fixed_jobs": 118,
   "hourly_low_median": 6.0,
   "hourly_high_median": 12.0,
   "hourly_jobs": 198,
   "expert_pct": 16.5,
   "entry_level_pct": 24.5,
   "top_skills": [
    "Virtual Assistance",
    "Administrative Support",
    "Communications",
    "Email Communication",
    "Customer Service"
   ]
  },
  {
   "rank": 11,
   "niche": "Print and layout graphic design",
   "jobs": 412,
   "share_pct": 1.55,
   "median_fixed_budget": 80.0,
   "fixed_jobs": 200,
   "hourly_low_median": 15.0,
   "hourly_high_median": 35.0,
   "hourly_jobs": 122,
   "expert_pct": 21.6,
   "entry_level_pct": 10.2,
   "top_skills": [
    "Graphic Design",
    "Print Design",
    "Adobe Illustrator",
    "Layout Design",
    "Packaging Design"
   ]
  },
  {
   "rank": 12,
   "niche": "Administrative support and email",
   "jobs": 406,
   "share_pct": 1.53,
   "median_fixed_budget": 200,
   "fixed_jobs": 61,
   "hourly_low_median": 6,
   "hourly_high_median": 12,
   "hourly_jobs": 259,
   "expert_pct": 17.7,
   "entry_level_pct": 13.3,
   "top_skills": [
    "Administrative Support",
    "Email Communication",
    "Data Entry",
    "Virtual Assistance",
    "Executive Support"
   ]
  },
  {
   "rank": 13,
   "niche": "Article and blog writing",
   "jobs": 393,
   "share_pct": 1.48,
   "median_fixed_budget": 100.0,
   "fixed_jobs": 154,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 151,
   "expert_pct": 29.3,
   "entry_level_pct": 17.6,
   "top_skills": [
    "Content Writing",
    "Article Writing",
    "Writing",
    "Creative Writing",
    "Blog Writing"
   ]
  },
  {
   "rank": 14,
   "niche": "B2B sales and business development",
   "jobs": 389,
   "share_pct": 1.47,
   "median_fixed_budget": 356.0,
   "fixed_jobs": 114,
   "hourly_low_median": 15.0,
   "hourly_high_median": 30.0,
   "hourly_jobs": 112,
   "expert_pct": 36.0,
   "entry_level_pct": 3.9,
   "top_skills": [
    "Sales",
    "Lead Generation",
    "Business Development",
    "Relationship Management",
    "High-Ticket Closing"
   ]
  },
  {
   "rank": 15,
   "niche": "Full-stack development (React, Node)",
   "jobs": 387,
   "share_pct": 1.46,
   "median_fixed_budget": 500.0,
   "fixed_jobs": 100,
   "hourly_low_median": 25,
   "hourly_high_median": 47,
   "hourly_jobs": 239,
   "expert_pct": 56.6,
   "entry_level_pct": 4.9,
   "top_skills": [
    "JavaScript",
    "React",
    "Node.js",
    "Blockchain",
    "TypeScript"
   ]
  },
  {
   "rank": 16,
   "niche": "Cold calling and telesales",
   "jobs": 387,
   "share_pct": 1.46,
   "median_fixed_budget": 200,
   "fixed_jobs": 79,
   "hourly_low_median": 6,
   "hourly_high_median": 12,
   "hourly_jobs": 211,
   "expert_pct": 21.4,
   "entry_level_pct": 9.0,
   "top_skills": [
    "Cold Calling",
    "Sales",
    "Telemarketing",
    "Outbound Sales",
    "Lead Generation"
   ]
  },
  {
   "rank": 17,
   "niche": "Social media assistants",
   "jobs": 380,
   "share_pct": 1.43,
   "median_fixed_budget": 100.0,
   "fixed_jobs": 134,
   "hourly_low_median": 8.0,
   "hourly_high_median": 20.0,
   "hourly_jobs": 180,
   "expert_pct": 23.9,
   "entry_level_pct": 15.5,
   "top_skills": [
    "Social Media Marketing",
    "Social Media Management",
    "Facebook",
    "Instagram",
    "Social Media Content Creation"
   ]
  },
  {
   "rank": 18,
   "niche": "Translation and subtitles",
   "jobs": 377,
   "share_pct": 1.42,
   "median_fixed_budget": 50,
   "fixed_jobs": 197,
   "hourly_low_median": 15.0,
   "hourly_high_median": 26.0,
   "hourly_jobs": 110,
   "expert_pct": 28.1,
   "entry_level_pct": 18.0,
   "top_skills": [
    "Translation",
    "Proofreading",
    "English",
    "Content Localization",
    "Native Fluency"
   ]
  },
  {
   "rank": 19,
   "niche": "Social media and marketing graphics",
   "jobs": 377,
   "share_pct": 1.42,
   "median_fixed_budget": 137.5,
   "fixed_jobs": 122,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 181,
   "expert_pct": 21.2,
   "entry_level_pct": 9.0,
   "top_skills": [
    "Graphic Design",
    "Adobe Photoshop",
    "Adobe Illustrator",
    "Print Design",
    "Banner Ad Design"
   ]
  },
  {
   "rank": 20,
   "niche": "WordPress site builds",
   "jobs": 370,
   "share_pct": 1.39,
   "median_fixed_budget": 100,
   "fixed_jobs": 185,
   "hourly_low_median": 15.0,
   "hourly_high_median": 30.0,
   "hourly_jobs": 122,
   "expert_pct": 23.0,
   "entry_level_pct": 7.8,
   "top_skills": [
    "WordPress",
    "Web Development",
    "Web Design",
    "PHP",
    "Elementor"
   ]
  },
  {
   "rank": 21,
   "niche": "Mobile app development (iOS, Android)",
   "jobs": 368,
   "share_pct": 1.39,
   "median_fixed_budget": 180,
   "fixed_jobs": 169,
   "hourly_low_median": 15,
   "hourly_high_median": 30,
   "hourly_jobs": 107,
   "expert_pct": 38.9,
   "entry_level_pct": 7.9,
   "top_skills": [
    "Mobile App Development",
    "iOS Development",
    "Android App Development",
    "Android",
    "iOS"
   ]
  },
  {
   "rank": 22,
   "niche": "Call center and outbound sales",
   "jobs": 363,
   "share_pct": 1.37,
   "median_fixed_budget": 200.0,
   "fixed_jobs": 88,
   "hourly_low_median": 6,
   "hourly_high_median": 15,
   "hourly_jobs": 199,
   "expert_pct": 17.9,
   "entry_level_pct": 16.3,
   "top_skills": [
    "Cold Calling",
    "Sales",
    "Outbound Sales",
    "Telemarketing",
    "Lead Generation"
   ]
  },
  {
   "rank": 23,
   "niche": "SaaS development (Next.js, APIs)",
   "jobs": 361,
   "share_pct": 1.36,
   "median_fixed_budget": 200,
   "fixed_jobs": 171,
   "hourly_low_median": 15.0,
   "hourly_high_median": 35.0,
   "hourly_jobs": 122,
   "expert_pct": 44.6,
   "entry_level_pct": 4.4,
   "top_skills": [
    "JavaScript",
    "API Integration",
    "React",
    "PostgreSQL",
    "Next.js"
   ]
  },
  {
   "rank": 24,
   "niche": "Meta ads and paid social",
   "jobs": 359,
   "share_pct": 1.35,
   "median_fixed_budget": 200.0,
   "fixed_jobs": 114,
   "hourly_low_median": 10.0,
   "hourly_high_median": 29.0,
   "hourly_jobs": 168,
   "expert_pct": 38.4,
   "entry_level_pct": 3.6,
   "top_skills": [
    "Facebook Advertising",
    "Facebook",
    "Facebook Ads Manager",
    "Social Media Marketing",
    "Marketing Strategy"
   ]
  },
  {
   "rank": 25,
   "niche": "2D animation and motion graphics",
   "jobs": 356,
   "share_pct": 1.34,
   "median_fixed_budget": 150,
   "fixed_jobs": 161,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 97,
   "expert_pct": 24.7,
   "entry_level_pct": 6.5,
   "top_skills": [
    "2D Animation",
    "Animation",
    "Motion Graphics",
    "Adobe After Effects",
    "3D Animation"
   ]
  },
  {
   "rank": 26,
   "niche": "SEO (audits, on-page, backlinks)",
   "jobs": 355,
   "share_pct": 1.34,
   "median_fixed_budget": 110.0,
   "fixed_jobs": 170,
   "hourly_low_median": 10,
   "hourly_high_median": 25,
   "hourly_jobs": 109,
   "expert_pct": 38.3,
   "entry_level_pct": 4.8,
   "top_skills": [
    "Search Engine Optimization",
    "SEO Keyword Research",
    "SEO Backlinking",
    "On-Page SEO",
    "SEO Audit"
   ]
  },
  {
   "rank": 27,
   "niche": "Canva design and templates",
   "jobs": 346,
   "share_pct": 1.3,
   "median_fixed_budget": 50.0,
   "fixed_jobs": 176,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 103,
   "expert_pct": 25.2,
   "entry_level_pct": 11.3,
   "top_skills": [
    "Graphic Design",
    "Adobe Photoshop",
    "Social Media Imagery",
    "Canva",
    "YouTube Thumbnail"
   ]
  },
  {
   "rank": 28,
   "niche": "Appointment setting",
   "jobs": 339,
   "share_pct": 1.28,
   "median_fixed_budget": 250,
   "fixed_jobs": 65,
   "hourly_low_median": 6.0,
   "hourly_high_median": 10.0,
   "hourly_jobs": 198,
   "expert_pct": 22.4,
   "entry_level_pct": 6.2,
   "top_skills": [
    "Cold Calling",
    "Scheduling",
    "Appointment Setting",
    "Telemarketing",
    "Outbound Sales"
   ]
  },
  {
   "rank": 29,
   "niche": "AI agents and chatbots",
   "jobs": 338,
   "share_pct": 1.27,
   "median_fixed_budget": 150,
   "fixed_jobs": 135,
   "hourly_low_median": 20.0,
   "hourly_high_median": 40.0,
   "hourly_jobs": 118,
   "expert_pct": 46.7,
   "entry_level_pct": 3.0,
   "top_skills": [
    "Artificial Intelligence",
    "AI Agent Development",
    "Python",
    "AI Development",
    "Machine Learning"
   ]
  },
  {
   "rank": 30,
   "niche": "B2B lead lists and prospecting",
   "jobs": 338,
   "share_pct": 1.27,
   "median_fixed_budget": 100,
   "fixed_jobs": 123,
   "hourly_low_median": 7,
   "hourly_high_median": 15,
   "hourly_jobs": 109,
   "expert_pct": 27.3,
   "entry_level_pct": 5.6,
   "top_skills": [
    "Lead Generation",
    "Prospect List",
    "List Building",
    "B2B Marketing",
    "LinkedIn Lead Generation"
   ]
  },
  {
   "rank": 31,
   "niche": "Google Ads and PPC",
   "jobs": 337,
   "share_pct": 1.27,
   "median_fixed_budget": 300.0,
   "fixed_jobs": 80,
   "hourly_low_median": 13,
   "hourly_high_median": 35,
   "hourly_jobs": 181,
   "expert_pct": 46.3,
   "entry_level_pct": 2.1,
   "top_skills": [
    "Google Ads",
    "Pay Per Click Advertising",
    "PPC Campaign Setup & Management",
    "Google Analytics",
    "Search Engine Marketing"
   ]
  },
  {
   "rank": 32,
   "niche": "Digital marketing generalists",
   "jobs": 308,
   "share_pct": 1.16,
   "median_fixed_budget": 125.0,
   "fixed_jobs": 82,
   "hourly_low_median": 10.0,
   "hourly_high_median": 25.0,
   "hourly_jobs": 162,
   "expert_pct": 25.0,
   "entry_level_pct": 5.8,
   "top_skills": [
    "Social Media Marketing",
    "Internet Marketing",
    "Marketing Strategy",
    "Facebook",
    "Search Engine Optimization"
   ]
  },
  {
   "rank": 33,
   "niche": "UGC video creators",
   "jobs": 297,
   "share_pct": 1.12,
   "median_fixed_budget": 80.0,
   "fixed_jobs": 200,
   "hourly_low_median": 10,
   "hourly_high_median": 30,
   "hourly_jobs": 43,
   "expert_pct": 8.4,
   "entry_level_pct": 36.7,
   "top_skills": [
    "UGC",
    "Video Production",
    "Content Creation",
    "Female",
    "Spokesperson Video"
   ]
  },
  {
   "rank": 34,
   "niche": "Social video content creation",
   "jobs": 292,
   "share_pct": 1.1,
   "median_fixed_budget": 103,
   "fixed_jobs": 103,
   "hourly_low_median": 10.0,
   "hourly_high_median": 26.0,
   "hourly_jobs": 114,
   "expert_pct": 18.2,
   "entry_level_pct": 9.9,
   "top_skills": [
    "Social Media Marketing",
    "Social Media Content Creation",
    "YouTube Marketing",
    "Video Editing",
    "Social Media Management"
   ]
  },
  {
   "rank": 35,
   "niche": "3D modeling and rendering",
   "jobs": 288,
   "share_pct": 1.08,
   "median_fixed_budget": 100.0,
   "fixed_jobs": 154,
   "hourly_low_median": 15.0,
   "hourly_high_median": 35.0,
   "hourly_jobs": 70,
   "expert_pct": 26.7,
   "entry_level_pct": 4.9,
   "top_skills": [
    "3D Modeling",
    "3D Design",
    "Blender",
    "3D Rendering",
    "3D Animation"
   ]
  },
  {
   "rank": 36,
   "niche": "Market and company research",
   "jobs": 276,
   "share_pct": 1.04,
   "median_fixed_budget": 80,
   "fixed_jobs": 155,
   "hourly_low_median": 15.0,
   "hourly_high_median": 30.0,
   "hourly_jobs": 56,
   "expert_pct": 16.0,
   "entry_level_pct": 37.5,
   "top_skills": [
    "Market Research",
    "Company Research",
    "Market Analysis",
    "Data Entry",
    "Market Research Tools"
   ]
  },
  {
   "rank": 37,
   "niche": "Customer support (phone, chat)",
   "jobs": 272,
   "share_pct": 1.02,
   "median_fixed_budget": 200,
   "fixed_jobs": 53,
   "hourly_low_median": 7,
   "hourly_high_median": 11,
   "hourly_jobs": 169,
   "expert_pct": 20.6,
   "entry_level_pct": 15.1,
   "top_skills": [
    "Customer Support",
    "Customer Service",
    "Phone Support",
    "Online Chat Support",
    "Email Support"
   ]
  },
  {
   "rank": 38,
   "niche": "AutoCAD and architectural drafting",
   "jobs": 268,
   "share_pct": 1.01,
   "median_fixed_budget": 120.0,
   "fixed_jobs": 108,
   "hourly_low_median": 15,
   "hourly_high_median": 35,
   "hourly_jobs": 83,
   "expert_pct": 27.2,
   "entry_level_pct": 3.7,
   "top_skills": [
    "Autodesk AutoCAD",
    "Architectural Design",
    "Drafting",
    "Autodesk Revit",
    "CAD"
   ]
  },
  {
   "rank": 39,
   "niche": "Voice recording for AI training data",
   "jobs": 266,
   "share_pct": 1.0,
   "median_fixed_budget": 100,
   "fixed_jobs": 141,
   "hourly_low_median": 20.0,
   "hourly_high_median": 20.0,
   "hourly_jobs": 106,
   "expert_pct": 2.6,
   "entry_level_pct": 64.3,
   "top_skills": [
    "Voice Acting",
    "Voice Recording",
    "Voice-Over Recording",
    "Voice Talent",
    "Voice-Over"
   ]
  },
  {
   "rank": 40,
   "niche": "On-site videography",
   "jobs": 264,
   "share_pct": 0.99,
   "median_fixed_budget": 500,
   "fixed_jobs": 115,
   "hourly_low_median": 31.0,
   "hourly_high_median": 75.0,
   "hourly_jobs": 90,
   "expert_pct": 16.7,
   "entry_level_pct": 11.7,
   "top_skills": [
    "Videography",
    "Video Production",
    "Photography",
    "Camera",
    "Video Editing"
   ]
  },
  {
   "rank": 41,
   "niche": "LinkedIn and email outreach",
   "jobs": 261,
   "share_pct": 0.98,
   "median_fixed_budget": 72.5,
   "fixed_jobs": 122,
   "hourly_low_median": 6,
   "hourly_high_median": 15,
   "hourly_jobs": 73,
   "expert_pct": 29.5,
   "entry_level_pct": 10.3,
   "top_skills": [
    "Lead Generation",
    "List Building",
    "Prospect List",
    "Data Scraping",
    "Data Entry"
   ]
  },
  {
   "rank": 42,
   "niche": "Local SEO and AI search visibility",
   "jobs": 261,
   "share_pct": 0.98,
   "median_fixed_budget": 100,
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   "hourly_high_median": 25.0,
   "hourly_jobs": 54,
   "expert_pct": 39.8,
   "entry_level_pct": 9.2,
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    "Search Engine Optimization",
    "Local SEO",
    "SEO Backlinking",
    "SEO Keyword Research",
    "On-Page SEO"
   ]
  },
  {
   "rank": 43,
   "niche": "Workflow automation (n8n, Make, APIs)",
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   "median_fixed_budget": 100,
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   "hourly_high_median": 35,
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   "expert_pct": 33.5,
   "entry_level_pct": 7.5,
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    "Automation",
    "API Integration",
    "JavaScript",
    "API",
    "Python"
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  },
  {
   "rank": 44,
   "niche": "GoHighLevel and CRM automation",
   "jobs": 253,
   "share_pct": 0.95,
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   "fixed_jobs": 92,
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   "hourly_high_median": 38,
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   "expert_pct": 36.4,
   "entry_level_pct": 3.2,
   "top_skills": [
    "Marketing Automation",
    "CRM Automation",
    "Customer Relationship Management",
    "HubSpot",
    "Zoho CRM"
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  },
  {
   "rank": 45,
   "niche": "Data annotation and transcription",
   "jobs": 251,
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   "hourly_high_median": 25,
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   "entry_level_pct": 39.4,
   "top_skills": [
    "General Transcription",
    "English",
    "Data Annotation",
    "Machine Translation",
    "Translation"
   ]
  },
  {
   "rank": 46,
   "niche": "Website design and development (general)",
   "jobs": 245,
   "share_pct": 0.92,
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   "fixed_jobs": 92,
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   "hourly_high_median": 30,
   "hourly_jobs": 109,
   "expert_pct": 26.5,
   "entry_level_pct": 6.1,
   "top_skills": [
    "Web Development",
    "Web Design",
    "HTML5",
    "HTML",
    "WordPress"
   ]
  },
  {
   "rank": 47,
   "niche": "Recruiting and candidate sourcing",
   "jobs": 240,
   "share_pct": 0.9,
   "median_fixed_budget": 100,
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   "hourly_high_median": 20.0,
   "hourly_jobs": 106,
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   "entry_level_pct": 9.6,
   "top_skills": [
    "Recruiting",
    "Candidate Sourcing",
    "LinkedIn Recruiting",
    "Human Resource Management",
    "Candidate Interviewing"
   ]
  },
  {
   "rank": 48,
   "niche": "Instagram management",
   "jobs": 239,
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   "median_fixed_budget": 100.0,
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   "hourly_high_median": 25.0,
   "hourly_jobs": 86,
   "expert_pct": 25.9,
   "entry_level_pct": 13.8,
   "top_skills": [
    "Instagram",
    "Social Media Marketing",
    "Social Media Management",
    "Social Media Content Creation",
    "Instagram Marketing"
   ]
  },
  {
   "rank": 49,
   "niche": "Email marketing (Klaviyo, Mailchimp)",
   "jobs": 239,
   "share_pct": 0.9,
   "median_fixed_budget": 100,
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   "hourly_high_median": 38.0,
   "hourly_jobs": 100,
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   "entry_level_pct": 3.8,
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    "Email Marketing",
    "Email Campaign Setup",
    "Klaviyo",
    "Email Marketing Strategy",
    "Email Deliverability"
   ]
  },
  {
   "rank": 50,
   "niche": "Wix and Squarespace sites",
   "jobs": 239,
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   "median_fixed_budget": 50,
   "fixed_jobs": 135,
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   "hourly_high_median": 30,
   "hourly_jobs": 51,
   "expert_pct": 24.7,
   "entry_level_pct": 6.3,
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    "Wix",
    "Web Design",
    "Web Development",
    "Squarespace",
    "Website Redesign"
   ]
  },
  {
   "rank": 51,
   "niche": "PR and content strategy",
   "jobs": 233,
   "share_pct": 0.88,
   "median_fixed_budget": 325.0,
   "fixed_jobs": 72,
   "hourly_low_median": 15.0,
   "hourly_high_median": 40.0,
   "hourly_jobs": 96,
   "expert_pct": 41.6,
   "entry_level_pct": 5.2,
   "top_skills": [
    "Public Relations",
    "Media Relations",
    "Marketing Strategy",
    "Social Media Marketing",
    "Press Release"
   ]
  },
  {
   "rank": 52,
   "niche": "Illustration and children's books",
   "jobs": 229,
   "share_pct": 0.86,
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   "hourly_high_median": 31.5,
   "hourly_jobs": 42,
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   "entry_level_pct": 10.5,
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    "Illustration",
    "Drawing",
    "Character Design",
    "Cartoon Art",
    "Adobe Illustrator"
   ]
  },
  {
   "rank": 53,
   "niche": "Data entry",
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   "hourly_high_median": 15,
   "hourly_jobs": 107,
   "expert_pct": 6.2,
   "entry_level_pct": 35.0,
   "top_skills": [
    "Data Entry",
    "Microsoft Excel",
    "Accuracy Verification",
    "Administrative Support",
    "Google Docs"
   ]
  },
  {
   "rank": 54,
   "niche": "Python AI and machine learning",
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   "hourly_high_median": 50.0,
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   "entry_level_pct": 5.7,
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    "Python",
    "Artificial Intelligence",
    "Machine Learning",
    "Data Science",
    "Deep Learning"
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  },
  {
   "rank": 55,
   "niche": "Photo editing and retouching",
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   "expert_pct": 26.8,
   "entry_level_pct": 6.7,
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    "Image Editing",
    "Photo Editing",
    "Adobe Photoshop",
    "Photo Retouching",
    "Photo Color Correction"
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  },
  {
   "rank": 56,
   "niche": "WordPress and WooCommerce development",
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   "hourly_high_median": 30.0,
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   "entry_level_pct": 5.0,
   "top_skills": [
    "WordPress",
    "PHP",
    "WooCommerce",
    "Web Development",
    "WordPress Development"
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  },
  {
   "rank": 57,
   "niche": "AI voice agents and business automation",
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   "hourly_high_median": 30,
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   "expert_pct": 37.0,
   "entry_level_pct": 9.3,
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    "Automation",
    "n8n",
    "AI Agent Development",
    "API Integration",
    "AI Automation"
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  },
  {
   "rank": 58,
   "niche": "QA and app testing",
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   "hourly_high_median": 20.0,
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   "entry_level_pct": 37.4,
   "top_skills": [
    "Mobile App Testing",
    "Manual Testing",
    "Software QA",
    "Functional Testing",
    "Usability Testing"
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  },
  {
   "rank": 59,
   "niche": "Tax preparation and CPA work",
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   "entry_level_pct": 7.6,
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    "Tax Preparation",
    "CPA",
    "Tax Return",
    "Tax Law",
    "Corporate Tax"
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  },
  {
   "rank": 60,
   "niche": "Meta and Google ads management",
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   "hourly_high_median": 35,
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   "expert_pct": 47.4,
   "entry_level_pct": 1.9,
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    "Facebook Ads Manager",
    "Facebook Advertising",
    "Google Ads",
    "Facebook Ad Campaign",
    "Facebook"
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  },
  {
   "rank": 61,
   "niche": "Voice-over",
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   "hourly_high_median": 60.0,
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    "Voice Acting",
    "Voice-Over",
    "Male",
    "Female",
    "Middle-Aged Adult"
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  },
  {
   "rank": 62,
   "niche": "UX and UI design",
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   "hourly_high_median": 35.0,
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   "entry_level_pct": 7.9,
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    "User Interface Design",
    "User Experience Design",
    "Figma",
    "Web Design",
    "Mobile App Design"
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  },
  {
   "rank": 63,
   "niche": "Grant and proposal writing",
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   "hourly_high_median": 50.0,
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    "Grant Writing",
    "Product Formulation",
    "Proposal Writing",
    "Grant Application",
    "Academic Writing"
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  },
  {
   "rank": 64,
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   "hourly_high_median": 25,
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   "entry_level_pct": 4.0,
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    "Project Management",
    "Project Scheduling",
    "Digital Project Management",
    "Project Plans",
    "Communications"
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  },
  {
   "rank": 65,
   "niche": "Amazon seller services",
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   "hourly_high_median": 22,
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    "Amazon FBA",
    "Amazon Webstore",
    "Amazon Seller Central",
    "Amazon PPC",
    "Amazon Listing Optimization"
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  },
  {
   "rank": 66,
   "niche": "Fashion design and tech packs",
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    "Fashion Design",
    "Clothing",
    "Adobe Illustrator",
    "Tech Pack",
    "Activewear"
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  {
   "rank": 67,
   "niche": "Vector art and logo tracing",
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   "hourly_high_median": 33.0,
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   "entry_level_pct": 12.2,
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    "Graphic Design",
    "Illustration",
    "Vector Tracing"
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  },
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   "rank": 68,
   "niche": "Marketing strategy and fractional CMO",
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   "hourly_high_median": 42.0,
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   "entry_level_pct": 1.1,
   "top_skills": [
    "Marketing Strategy",
    "Lead Generation",
    "Go-to-Market Strategy",
    "B2B Marketing",
    "Social Media Marketing"
   ]
  },
  {
   "rank": 69,
   "niche": "Zoho, Dynamics and Power Platform",
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   "hourly_high_median": 40,
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   "entry_level_pct": 2.2,
   "top_skills": [
    "Microsoft PowerApps",
    "Microsoft Dynamics 365",
    "Microsoft Power Automate",
    "Microsoft Dynamics CRM",
    "Microsoft SharePoint"
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  },
  {
   "rank": 70,
   "niche": "Spanish-language customer support",
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   "hourly_high_median": 14.3,
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    "Spanish",
    "Customer Service",
    "Customer Support",
    "Castilian Spanish",
    "Communications"
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  },
  {
   "rank": 71,
   "niche": "Phone research and mystery shopping",
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   "entry_level_pct": 48.0,
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    "SMS",
    "Phone Support",
    "Phone Communication",
    "Mystery Shopping",
    "Software Assistance Seraph"
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  },
  {
   "rank": 72,
   "niche": "Interior design and rendering",
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   "hourly_high_median": 35.0,
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    "Interior Design",
    "3D Rendering",
    "Architectural Rendering",
    "Architectural Design",
    "3D Design"
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  },
  {
   "rank": 73,
   "niche": "eBay and Etsy listings",
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   "hourly_high_median": 12.0,
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   "top_skills": [
    "eBay Listing",
    "Product Listings",
    "Shopify",
    "Etsy Listing",
    "eBay Marketing"
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  },
  {
   "rank": 74,
   "niche": "Audio editing and podcasts",
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   "hourly_high_median": 42,
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    "Audio Editing",
    "Music Production",
    "Sound Mixing",
    "Audio Production",
    "Audio Post Production"
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  {
   "rank": 75,
   "niche": "SolidWorks and product CAD",
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   "hourly_high_median": 35,
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   "top_skills": [
    "SolidWorks",
    "3D Modeling",
    "Product Design",
    "CAD",
    "Mechanical Engineering"
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  },
  {
   "rank": 76,
   "niche": "TikTok Shop and TikTok marketing",
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   "hourly_high_median": 25,
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   "top_skills": [
    "TikTok",
    "TikTok Marketing",
    "TikTok Ad",
    "Affiliate Marketing",
    "Social Media Marketing"
   ]
  },
  {
   "rank": 77,
   "niche": "Book covers and book layout",
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   "hourly_high_median": 35,
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   "top_skills": [
    "Book Cover",
    "Layout Design",
    "Ebook Design",
    "Adobe InDesign",
    "Book"
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  },
  {
   "rank": 78,
   "niche": "Network and system administration",
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   "hourly_high_median": 50,
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   "top_skills": [
    "Network Administration",
    "System Administration",
    "DNS",
    "Linux System Administration",
    "Computer Network"
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  },
  {
   "rank": 79,
   "niche": "Product photography",
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    "Photography",
    "Digital Photography",
    "Photo Editing",
    "Product Photography",
    "Event Photography"
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  },
  {
   "rank": 80,
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    "Proofreading",
    "Copy Editing",
    "English",
    "Academic Editing",
    "Academic Writing"
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  {
   "rank": 81,
   "niche": "Data analysis and dashboards",
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   "entry_level_pct": 3.9,
   "top_skills": [
    "Data Analysis",
    "Data Visualization",
    "SQL",
    "Microsoft Excel",
    "Statistics"
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  },
  {
   "rank": 82,
   "niche": "Product sourcing (China, Alibaba)",
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    "Sourcing",
    "Price & Quote Negotiation",
    "Supplier Search",
    "Alibaba Sourcing",
    "Logistics Management"
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  },
  {
   "rank": 83,
   "niche": "Tutoring",
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   "hourly_high_median": 25.0,
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   "entry_level_pct": 5.7,
   "top_skills": [
    "Tutoring",
    "Mathematics",
    "Mathematics Tutoring",
    "English Tutoring",
    "English"
   ]
  },
  {
   "rank": 84,
   "niche": "Structural and civil engineering",
   "jobs": 137,
   "share_pct": 0.52,
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   "hourly_low_median": 15.0,
   "hourly_high_median": 35.0,
   "hourly_jobs": 32,
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   "entry_level_pct": 7.3,
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    "Structural Engineering",
    "Civil Engineering",
    "Structural Analysis",
    "Structural Detailing",
    "Steel Structure"
   ]
  },
  {
   "rank": 85,
   "niche": "Financial modeling and fractional CFO",
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   "median_fixed_budget": 200,
   "fixed_jobs": 35,
   "hourly_low_median": 20,
   "hourly_high_median": 70,
   "hourly_jobs": 71,
   "expert_pct": 48.1,
   "entry_level_pct": 3.0,
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    "Financial Analysis",
    "Financial Modeling",
    "Financial Projection",
    "Financial Planning",
    "Corporate Finance"
   ]
  },
  {
   "rank": 86,
   "niche": "Mixed illustration and design",
   "jobs": 135,
   "share_pct": 0.51,
   "median_fixed_budget": 100,
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   "hourly_low_median": 15.0,
   "hourly_high_median": 35.0,
   "hourly_jobs": 44,
   "expert_pct": 14.8,
   "entry_level_pct": 4.4,
   "top_skills": [
    "Graphic Design",
    "Adobe Photoshop",
    "Adobe Illustrator",
    "Illustration",
    "Logo Design"
   ]
  },
  {
   "rank": 87,
   "niche": "PCB design and embedded systems",
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   "share_pct": 0.51,
   "median_fixed_budget": 350,
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   "hourly_low_median": 20,
   "hourly_high_median": 45,
   "hourly_jobs": 47,
   "expert_pct": 40.0,
   "entry_level_pct": 0.0,
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    "PCB Design",
    "Embedded System",
    "Circuit Design",
    "Microcontroller Programming",
    "KiCad"
   ]
  },
  {
   "rank": 88,
   "niche": "Analytics and conversion tracking (GA4, GTM)",
   "jobs": 134,
   "share_pct": 0.5,
   "median_fixed_budget": 150.0,
   "fixed_jobs": 38,
   "hourly_low_median": 19.0,
   "hourly_high_median": 50.0,
   "hourly_jobs": 60,
   "expert_pct": 47.8,
   "entry_level_pct": 0.0,
   "top_skills": [
    "Google Tag Manager",
    "Google Analytics",
    "Google Ads",
    "Analytics & Tracking Setup",
    "Conversion Rate Optimization"
   ]
  },
  {
   "rank": 89,
   "niche": "DevOps and cloud (AWS)",
   "jobs": 130,
   "share_pct": 0.49,
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   "fixed_jobs": 28,
   "hourly_low_median": 20,
   "hourly_high_median": 45,
   "hourly_jobs": 65,
   "expert_pct": 61.5,
   "entry_level_pct": 6.2,
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    "DevOps",
    "Amazon Web Services",
    "CI/CD",
    "Microsoft Azure",
    "Docker"
   ]
  },
  {
   "rank": 90,
   "niche": "YouTube scriptwriting",
   "jobs": 127,
   "share_pct": 0.48,
   "median_fixed_budget": 120,
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   "hourly_low_median": 15.0,
   "hourly_high_median": 38.0,
   "hourly_jobs": 48,
   "expert_pct": 29.9,
   "entry_level_pct": 3.9,
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    "Scriptwriting",
    "Creative Writing",
    "Content Writing",
    "Scriptwriting Skills",
    "Writing"
   ]
  },
  {
   "rank": 91,
   "niche": "Shopify store support",
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   "share_pct": 0.47,
   "median_fixed_budget": 250.0,
   "fixed_jobs": 20,
   "hourly_low_median": 5.0,
   "hourly_high_median": 10.0,
   "hourly_jobs": 74,
   "expert_pct": 26.4,
   "entry_level_pct": 10.4,
   "top_skills": [
    "Shopify",
    "Customer Support",
    "Email Support",
    "Customer Service",
    "Order Tracking"
   ]
  },
  {
   "rank": 92,
   "niche": "Game development (Unity)",
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   "share_pct": 0.46,
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   "hourly_high_median": 25,
   "hourly_jobs": 39,
   "expert_pct": 23.8,
   "entry_level_pct": 11.5,
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    "Game Development",
    "Game Design",
    "Unity",
    "Unreal Engine",
    "C#"
   ]
  },
  {
   "rank": 93,
   "niche": "Information security and compliance",
   "jobs": 118,
   "share_pct": 0.44,
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   "hourly_high_median": 50.0,
   "hourly_jobs": 50,
   "expert_pct": 52.5,
   "entry_level_pct": 1.7,
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    "Information Security",
    "Penetration Testing",
    "Vulnerability Assessment",
    "Network Security",
    "Cybersecurity Management"
   ]
  },
  {
   "rank": 94,
   "niche": "Web scraping and data extraction",
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   "share_pct": 0.44,
   "median_fixed_budget": 75.0,
   "fixed_jobs": 60,
   "hourly_low_median": 8,
   "hourly_high_median": 25,
   "hourly_jobs": 37,
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   "entry_level_pct": 15.4,
   "top_skills": [
    "Data Scraping",
    "Data Mining",
    "Data Extraction",
    "Web Crawling",
    "Python"
   ]
  },
  {
   "rank": 95,
   "niche": "Beta reading and fiction editing",
   "jobs": 116,
   "share_pct": 0.44,
   "median_fixed_budget": 65.0,
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   "hourly_low_median": 10.0,
   "hourly_high_median": 28.335,
   "hourly_jobs": 20,
   "expert_pct": 17.2,
   "entry_level_pct": 10.3,
   "top_skills": [
    "Beta Reading",
    "Creative Writing",
    "Editing & Proofreading Type",
    "Romance",
    "Ghostwriting"
   ]
  },
  {
   "rank": 96,
   "niche": "Presentation and pitch deck design",
   "jobs": 112,
   "share_pct": 0.42,
   "median_fixed_budget": 50.0,
   "fixed_jobs": 50,
   "hourly_low_median": 20.0,
   "hourly_high_median": 47.0,
   "hourly_jobs": 44,
   "expert_pct": 32.1,
   "entry_level_pct": 5.4,
   "top_skills": [
    "Presentation Design",
    "Microsoft PowerPoint",
    "Business Presentation",
    "Presentations",
    "Marketing Presentation"
   ]
  },
  {
   "rank": 97,
   "niche": "Mechanical engineering",
   "jobs": 90,
   "share_pct": 0.34,
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   "hourly_low_median": 15,
   "hourly_high_median": 40,
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   "expert_pct": 41.1,
   "entry_level_pct": 2.2,
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    "Mechanical Engineering",
    "CAD",
    "SolidWorks",
    "Mechanical Design",
    "Electrical Engineering"
   ]
  },
  {
   "rank": 98,
   "niche": "Electrical engineering",
   "jobs": 82,
   "share_pct": 0.31,
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   "fixed_jobs": 20,
   "hourly_low_median": 15.0,
   "hourly_high_median": 40.0,
   "hourly_jobs": 38,
   "expert_pct": 36.6,
   "entry_level_pct": 1.2,
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    "Electrical Engineering",
    "Electrical Drawing",
    "Autodesk AutoCAD",
    "Electrical Design",
    "Mechanical Engineering"
   ]
  },
  {
   "rank": 99,
   "niche": "Construction estimating",
   "jobs": 79,
   "share_pct": 0.3,
   "median_fixed_budget": 155.0,
   "fixed_jobs": 20,
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   "hourly_high_median": 35.0,
   "hourly_jobs": 38,
   "expert_pct": 32.9,
   "entry_level_pct": 1.3,
   "top_skills": [
    "Construction Estimating",
    "Estimator",
    "Material Take-Off",
    "Construction",
    "Cost Estimate"
   ]
  },
  {
   "rank": 100,
   "niche": "Trading bots and indicators",
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   "share_pct": 0.26,
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   "hourly_low_median": 20.0,
   "hourly_high_median": 37.5,
   "hourly_jobs": 22,
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   "entry_level_pct": 1.4,
   "top_skills": [
    "Forex Trading",
    "MetaTrader 4",
    "Python",
    "MQL 5",
    "Trading Automation"
   ]
  }
 ]
}