{
  "target_item_id": 43858554,
  "target_title": "Ask HN: Who is hiring? (May 2025)",
  "target_month": "May25",
  "target_created_at": "2025-05-01T15:00:46.000Z",
  "data_filename": "data-20250501-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20250501-go.js",
  "html_filename": "may-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2025/may-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20250501-go.json",
  "items_analyzed": 169,
  "comments_in_item": 304,
  "top_terms": [
    {
      "name": "Remote",
      "metrics": {
        "count": 169,
        "percentage": 55.5921,
        "rank": 1,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 158,
        "count_last_year": 216,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "AI",
      "metrics": {
        "count": 114,
        "percentage": 37.5,
        "rank": 2,
        "full_term": "AI/alias[AI|Artificial Intelligence]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "llm"
        ],
        "count_last_month": 118,
        "count_last_year": 100,
        "rank_last_month": 2,
        "rank_last_year": 4,
        "rank_change_year": 2
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 107,
        "percentage": 35.1974,
        "rank": 3,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 93,
        "count_last_year": 133,
        "rank_last_month": 4,
        "rank_last_year": 2,
        "rank_change_month": 1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 101,
        "percentage": 33.2237,
        "rank": 4,
        "full_term": "Full Stack/alias[Full Stack|Full-Stack|Fullstack|FullStack]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "frontend",
          "backend",
          "work-area",
          "fullstack",
          "generalist"
        ],
        "count_last_month": 98,
        "count_last_year": 109,
        "rank_last_month": 3,
        "rank_last_year": 3,
        "rank_change_month": -1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Onsite",
      "metrics": {
        "count": 82,
        "percentage": 26.9737,
        "rank": 5,
        "full_term": "Onsite/alias[Onsite|On-site]",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "onsite",
          "work-mode",
          "role",
          "location",
          "office"
        ],
        "count_last_month": 80,
        "count_last_year": 85,
        "rank_last_month": 6,
        "rank_last_year": 5,
        "rank_change_month": 1
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 78,
        "percentage": 25.6579,
        "rank": 6,
        "full_term": "Back End/alias[Back End|Backend|Back-end|BackEnd]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "backend",
          "work-area",
          "server-side",
          "architecture"
        ],
        "count_last_month": 88,
        "count_last_year": 83,
        "rank_last_month": 5,
        "rank_last_year": 6,
        "rank_change_month": -1
      }
    },
    {
      "name": "TypeScript",
      "metrics": {
        "count": 75,
        "percentage": 24.6711,
        "rank": 7,
        "full_term": "TypeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "javascript",
          "javascript-superset"
        ],
        "count_last_month": 53,
        "count_last_year": 66,
        "rank_last_month": 11,
        "rank_last_year": 9,
        "rank_change_month": 4,
        "rank_change_year": 2
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 68,
        "percentage": 22.3684,
        "rank": 8,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 72,
        "count_last_year": 80,
        "rank_last_month": 7,
        "rank_last_year": 7,
        "rank_change_month": -1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 66,
        "percentage": 21.7105,
        "rank": 9,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 64,
        "count_last_year": 71,
        "rank_last_month": 9,
        "rank_last_year": 8,
        "rank_change_year": -1
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 56,
        "percentage": 18.4211,
        "rank": 10,
        "full_term": "Front End/alias[Front End|Front-end|Frontend|FrontEnd]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "frontend",
          "work-area",
          "ui",
          "client-side"
        ],
        "count_last_month": 68,
        "count_last_year": 61,
        "rank_last_month": 8,
        "rank_last_year": 10,
        "rank_change_month": -2
      }
    },
    {
      "name": "Hybrid",
      "metrics": {
        "count": 56,
        "percentage": 18.4211,
        "rank": 11,
        "full_term": "Hybrid",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "hybrid",
          "work-mode",
          "infrastructure",
          "cloud",
          "on-premise",
          "architecture"
        ],
        "count_last_month": 54,
        "count_last_year": 57,
        "rank_last_month": 10,
        "rank_last_year": 11,
        "rank_change_month": -1
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 45,
        "percentage": 14.8026,
        "rank": 12,
        "full_term": "Machine Learning/alias[Machine Learning|ML]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "data-science",
          "algorithms"
        ],
        "count_last_month": 43,
        "count_last_year": 47,
        "rank_last_month": 12,
        "rank_last_year": 12
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 37,
        "percentage": 12.1711,
        "rank": 13,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 34,
        "count_last_year": 39,
        "rank_last_month": 14,
        "rank_last_year": 13,
        "rank_change_month": 1
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 35,
        "percentage": 11.5132,
        "rank": 14,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 42,
        "count_last_year": 35,
        "rank_last_month": 13,
        "rank_last_year": 16,
        "rank_change_month": -1,
        "rank_change_year": 2
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 33,
        "percentage": 10.8553,
        "rank": 15,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 26,
        "count_last_year": 32,
        "rank_last_month": 19,
        "rank_last_year": 17,
        "rank_change_month": 4,
        "rank_change_year": 2
      }
    },
    {
      "name": "Staff",
      "metrics": {
        "count": 33,
        "percentage": 10.8553,
        "rank": 16,
        "full_term": "Staff",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "staff",
          "seniority",
          "role",
          "experience-level",
          "leadership"
        ],
        "count_last_month": 31,
        "count_last_year": 39,
        "rank_last_month": 17,
        "rank_last_year": 15,
        "rank_change_month": 1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 32,
        "percentage": 10.5263,
        "rank": 17,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 34,
        "count_last_year": 39,
        "rank_last_month": 15,
        "rank_last_year": 14,
        "rank_change_month": -2,
        "rank_change_year": -3
      }
    },
    {
      "name": "Rust",
      "metrics": {
        "count": 32,
        "percentage": 10.5263,
        "rank": 18,
        "full_term": "Rust",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "performance",
          "memory-safety"
        ],
        "count_last_month": 24,
        "count_last_year": 23,
        "rank_last_month": 20,
        "rank_last_year": 23,
        "rank_change_month": 2,
        "rank_change_year": 5
      }
    },
    {
      "name": "Large Language Model",
      "metrics": {
        "count": 29,
        "percentage": 9.5395,
        "rank": 19,
        "full_term": "Large Language Model/alias[LLM|LLMs|Large Language Model|Large Language Models]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "generative-ai",
          "nlp"
        ],
        "count_last_month": 32,
        "count_last_year": 30,
        "rank_last_month": 16,
        "rank_last_year": 18,
        "rank_change_month": -3,
        "rank_change_year": -1
      }
    },
    {
      "name": "Security",
      "metrics": {
        "count": 26,
        "percentage": 8.5526,
        "rank": 20,
        "full_term": "Security",
        "kind": "Technology",
        "primary_family": "Security",
        "tags": [
          "security",
          "infosec",
          "cybersecurity"
        ],
        "count_last_month": 23,
        "count_last_year": 30,
        "rank_last_month": 23,
        "rank_last_year": 19,
        "rank_change_month": 3,
        "rank_change_year": -1
      }
    }
  ],
  "gainers": [
    {
      "name": "Spark",
      "metrics": {
        "count": 6,
        "percentage": 1.9737,
        "rank": 63,
        "full_term": "Spark",
        "kind": "Technology",
        "primary_family": "Processing",
        "tags": [
          "batch-processing",
          "stream-processing",
          "distributed",
          "data-engineering",
          "ml",
          "data",
          "big-data",
          "apache",
          "analytics"
        ],
        "count_last_month": 4,
        "count_last_year": 1,
        "rank_last_month": 86,
        "rank_last_year": 215,
        "rank_change_month": 23,
        "rank_change_year": 152
      }
    },
    {
      "name": "DataDog",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 69,
        "full_term": "DataDog/alias[Datadog|DataDog]",
        "kind": "Technology",
        "primary_family": "SRE",
        "tags": [
          "sre",
          "observability",
          "monitoring",
          "cloud",
          "saas"
        ],
        "count_last_month": 4,
        "count_last_year": 1,
        "rank_last_month": 80,
        "rank_last_year": 167,
        "rank_change_month": 11,
        "rank_change_year": 98
      }
    },
    {
      "name": "FastAPI",
      "metrics": {
        "count": 12,
        "percentage": 3.9474,
        "rank": 36,
        "full_term": "FastAPI",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "python",
          "api"
        ],
        "count_last_month": 7,
        "count_last_year": 2,
        "rank_last_month": 53,
        "rank_last_year": 125,
        "rank_change_month": 17,
        "rank_change_year": 89
      }
    },
    {
      "name": "REST",
      "metrics": {
        "count": 8,
        "percentage": 2.6316,
        "rank": 53,
        "full_term": "REST",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "web",
          "architecture",
          "http"
        ],
        "count_last_month": 7,
        "count_last_year": 2,
        "rank_last_month": 61,
        "rank_last_year": 139,
        "rank_change_month": 8,
        "rank_change_year": 86
      }
    },
    {
      "name": "web3",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 76,
        "full_term": "web3",
        "kind": "Technology",
        "primary_family": "Distributed Systems",
        "tags": [
          "distributed",
          "crypto",
          "web3",
          "blockchain",
          "decentralized",
          "internet"
        ],
        "count_last_month": 2,
        "count_last_year": 2,
        "rank_last_month": 143,
        "rank_last_year": 147,
        "rank_change_month": 67,
        "rank_change_year": 71
      }
    },
    {
      "name": "Robotics",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 74,
        "full_term": "Robotics",
        "kind": "Technology",
        "primary_family": "Processing",
        "tags": [
          "robotics",
          "hardware",
          "processing",
          "ai",
          "engineering",
          "automation"
        ],
        "count_last_month": 6,
        "count_last_year": 2,
        "rank_last_month": 66,
        "rank_last_year": 140,
        "rank_change_month": -8,
        "rank_change_year": 66
      }
    },
    {
      "name": "AI Agents",
      "metrics": {
        "count": 15,
        "percentage": 4.9342,
        "rank": 30,
        "full_term": "AI Agents/alias[AI Agent|AI Agents]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "agents",
          "llm",
          "automation"
        ],
        "count_last_month": 15,
        "count_last_year": 3,
        "rank_last_month": 27,
        "rank_last_year": 92,
        "rank_change_month": -3,
        "rank_change_year": 62
      }
    },
    {
      "name": "Figma",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 71,
        "full_term": "Figma",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "design",
          "tooling",
          "frontend",
          "ui",
          "ux",
          "prototyping"
        ],
        "count_last_month": 3,
        "count_last_year": 2,
        "rank_last_month": 97,
        "rank_last_year": 127,
        "rank_change_month": 26,
        "rank_change_year": 56
      }
    },
    {
      "name": "PyTorch",
      "metrics": {
        "count": 8,
        "percentage": 2.6316,
        "rank": 52,
        "full_term": "PyTorch",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "deep-learning",
          "python",
          "facebook"
        ],
        "count_last_month": 4,
        "count_last_year": 3,
        "rank_last_month": 84,
        "rank_last_year": 106,
        "rank_change_month": 32,
        "rank_change_year": 54
      }
    },
    {
      "name": "Observability",
      "metrics": {
        "count": 10,
        "percentage": 3.2895,
        "rank": 40,
        "full_term": "Observability",
        "kind": "Technology",
        "primary_family": "SRE",
        "tags": [
          "sre",
          "observability",
          "monitoring",
          "devops",
          "tracing",
          "metrics"
        ],
        "count_last_month": 7,
        "count_last_year": 4,
        "rank_last_month": 59,
        "rank_last_year": 86,
        "rank_change_month": 19,
        "rank_change_year": 46
      }
    }
  ],
  "losers": [
    {
      "name": "C",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 67,
        "full_term": "C",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "low-level"
        ],
        "count_last_month": 12,
        "count_last_year": 15,
        "rank_last_month": 33,
        "rank_last_year": 31,
        "rank_change_month": -34,
        "rank_change_year": -36
      }
    },
    {
      "name": "Fintech",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 72,
        "full_term": "Fintech",
        "kind": "Domain",
        "primary_family": "Industry",
        "tags": [
          "industry",
          "finance",
          "domain",
          "technology"
        ],
        "count_last_month": 11,
        "count_last_year": 10,
        "rank_last_month": 38,
        "rank_last_year": 44,
        "rank_change_month": -34,
        "rank_change_year": -28
      }
    },
    {
      "name": "SDK",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 75,
        "full_term": "SDK/alias[SDK|SDKs]",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "developer-tooling",
          "api",
          "integration",
          "tooling",
          "libraries",
          "development"
        ],
        "count_last_month": 4,
        "count_last_year": 10,
        "rank_last_month": 85,
        "rank_last_year": 48,
        "rank_change_month": 10,
        "rank_change_year": -27
      }
    },
    {
      "name": "Blockchain",
      "metrics": {
        "count": 5,
        "percentage": 1.6447,
        "rank": 66,
        "full_term": "Blockchain",
        "kind": "Technology",
        "primary_family": "Distributed Systems",
        "tags": [
          "distributed",
          "crypto",
          "web3",
          "blockchain",
          "distributed-ledger"
        ],
        "count_last_month": 2,
        "count_last_year": 10,
        "rank_last_month": 115,
        "rank_last_year": 43,
        "rank_change_month": 49,
        "rank_change_year": -23
      }
    },
    {
      "name": "Ruby",
      "metrics": {
        "count": 9,
        "percentage": 2.9605,
        "rank": 46,
        "full_term": "Ruby",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "web",
          "scripting"
        ],
        "count_last_month": 9,
        "count_last_year": 16,
        "rank_last_month": 45,
        "rank_last_year": 30,
        "rank_change_month": -1,
        "rank_change_year": -16
      }
    },
    {
      "name": "SRE",
      "metrics": {
        "count": 9,
        "percentage": 2.9605,
        "rank": 48,
        "full_term": "SRE/alias[SRE|Site Reliability Engineering|Site Reliability Engineer]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "sre",
          "observability",
          "infrastructure",
          "work-area",
          "role",
          "devops",
          "reliability",
          "engineering"
        ],
        "count_last_month": 7,
        "count_last_year": 15,
        "rank_last_month": 62,
        "rank_last_year": 33,
        "rank_change_month": 14,
        "rank_change_year": -15
      }
    },
    {
      "name": "Principal",
      "metrics": {
        "count": 6,
        "percentage": 1.9737,
        "rank": 61,
        "full_term": "Principal",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "principal",
          "seniority",
          "role",
          "experience-level",
          "leadership"
        ],
        "count_last_month": 7,
        "count_last_year": 10,
        "rank_last_month": 60,
        "rank_last_year": 47,
        "rank_change_month": -1,
        "rank_change_year": -14
      }
    },
    {
      "name": "Rails",
      "metrics": {
        "count": 9,
        "percentage": 2.9605,
        "rank": 45,
        "full_term": "Rails",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "ruby",
          "web"
        ],
        "count_last_month": 11,
        "count_last_year": 15,
        "rank_last_month": 40,
        "rank_last_year": 32,
        "rank_change_month": -5,
        "rank_change_year": -13
      }
    },
    {
      "name": "C++",
      "metrics": {
        "count": 8,
        "percentage": 2.6316,
        "rank": 49,
        "full_term": "C++",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "performance"
        ],
        "count_last_month": 10,
        "count_last_year": 12,
        "rank_last_month": 41,
        "rank_last_year": 37,
        "rank_change_month": -8,
        "rank_change_year": -12
      }
    },
    {
      "name": "DevOps",
      "metrics": {
        "count": 14,
        "percentage": 4.6053,
        "rank": 32,
        "full_term": "DevOps",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "devops",
          "infrastructure",
          "work-area",
          "culture",
          "automation"
        ],
        "count_last_month": 12,
        "count_last_year": 23,
        "rank_last_month": 34,
        "rank_last_year": 21,
        "rank_change_month": 2,
        "rank_change_year": -11
      }
    }
  ]
}