{
  "target_item_id": 28719320,
  "target_title": "Ask HN: Who is hiring? (October 2021)",
  "target_month": "Oct21",
  "target_created_at": "2021-10-01T15:01:00.000Z",
  "data_filename": "data-20211001-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20211001-go.js",
  "html_filename": "october-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2021/october-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20211001-go.json",
  "items_analyzed": 126,
  "comments_in_item": 771,
  "top_terms": [
    {
      "name": "Remote",
      "metrics": {
        "count": 581,
        "percentage": 75.3567,
        "rank": 1,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 679,
        "count_last_year": 478,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 269,
        "percentage": 34.8898,
        "rank": 2,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 310,
        "count_last_year": 224,
        "rank_last_month": 2,
        "rank_last_year": 3,
        "rank_change_year": 1
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 229,
        "percentage": 29.7017,
        "rank": 3,
        "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": 251,
        "count_last_year": 209,
        "rank_last_month": 4,
        "rank_last_year": 4,
        "rank_change_month": 1,
        "rank_change_year": 1
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 225,
        "percentage": 29.1829,
        "rank": 4,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 232,
        "count_last_year": 207,
        "rank_last_month": 5,
        "rank_last_year": 5,
        "rank_change_month": 1,
        "rank_change_year": 1
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 215,
        "percentage": 27.8859,
        "rank": 5,
        "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": 209,
        "count_last_year": 189,
        "rank_last_month": 6,
        "rank_last_year": 7,
        "rank_change_month": 1,
        "rank_change_year": 2
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 203,
        "percentage": 26.3294,
        "rank": 6,
        "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": 252,
        "count_last_year": 203,
        "rank_last_month": 3,
        "rank_last_year": 6,
        "rank_change_month": -3
      }
    },
    {
      "name": "Onsite",
      "metrics": {
        "count": 148,
        "percentage": 19.1958,
        "rank": 7,
        "full_term": "Onsite/alias[Onsite|On-site]",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "onsite",
          "work-mode",
          "role",
          "location",
          "office"
        ],
        "count_last_month": 182,
        "count_last_year": 226,
        "rank_last_month": 7,
        "rank_last_year": 2,
        "rank_change_year": -5
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 134,
        "percentage": 17.38,
        "rank": 8,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 160,
        "count_last_year": 133,
        "rank_last_month": 8,
        "rank_last_year": 8
      }
    },
    {
      "name": "TypeScript",
      "metrics": {
        "count": 134,
        "percentage": 17.38,
        "rank": 9,
        "full_term": "TypeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "javascript",
          "javascript-superset"
        ],
        "count_last_month": 138,
        "count_last_year": 106,
        "rank_last_month": 9,
        "rank_last_year": 10,
        "rank_change_year": 1
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 113,
        "percentage": 14.6563,
        "rank": 10,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 136,
        "count_last_year": 119,
        "rank_last_month": 10,
        "rank_last_year": 9,
        "rank_change_year": -1
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 98,
        "percentage": 12.7108,
        "rank": 11,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 111,
        "count_last_year": 97,
        "rank_last_month": 11,
        "rank_last_year": 12,
        "rank_change_year": 1
      }
    },
    {
      "name": "Node.js",
      "metrics": {
        "count": 94,
        "percentage": 12.192,
        "rank": 12,
        "full_term": "Node.js/js[node]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "javascript",
          "runtime",
          "v8"
        ],
        "count_last_month": 92,
        "count_last_year": 85,
        "rank_last_month": 14,
        "rank_last_year": 14,
        "rank_change_month": 2,
        "rank_change_year": 2
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 93,
        "percentage": 12.0623,
        "rank": 13,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 109,
        "count_last_year": 100,
        "rank_last_month": 12,
        "rank_last_year": 11,
        "rank_change_month": -1,
        "rank_change_year": -2
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 86,
        "percentage": 11.1543,
        "rank": 14,
        "full_term": "Machine Learning/alias[Machine Learning|ML]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "data-science",
          "algorithms"
        ],
        "count_last_month": 98,
        "count_last_year": 91,
        "rank_last_month": 13,
        "rank_last_year": 13,
        "rank_change_month": -1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 85,
        "percentage": 11.0246,
        "rank": 15,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 86,
        "count_last_year": 72,
        "rank_last_month": 16,
        "rank_last_year": 15,
        "rank_change_month": 1
      }
    },
    {
      "name": "Security",
      "metrics": {
        "count": 78,
        "percentage": 10.1167,
        "rank": 16,
        "full_term": "Security",
        "kind": "Technology",
        "primary_family": "Security",
        "tags": [
          "security",
          "infosec",
          "cybersecurity"
        ],
        "count_last_month": 79,
        "count_last_year": 62,
        "rank_last_month": 18,
        "rank_last_year": 18,
        "rank_change_month": 2,
        "rank_change_year": 2
      }
    },
    {
      "name": "JavaScript",
      "metrics": {
        "count": 73,
        "percentage": 9.4682,
        "rank": 17,
        "full_term": "JavaScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "web"
        ],
        "count_last_month": 72,
        "count_last_year": 59,
        "rank_last_month": 19,
        "rank_last_year": 19,
        "rank_change_month": 2,
        "rank_change_year": 2
      }
    },
    {
      "name": "Open Source",
      "metrics": {
        "count": 73,
        "percentage": 9.4682,
        "rank": 18,
        "full_term": "Open Source/alias[Open Source|open-source]",
        "kind": "Work Attribute",
        "primary_family": "Work Attribute",
        "tags": [
          "open-source",
          "community",
          "licensing"
        ],
        "count_last_month": 80,
        "count_last_year": 58,
        "rank_last_month": 17,
        "rank_last_year": 20,
        "rank_change_month": -1,
        "rank_change_year": 2
      }
    },
    {
      "name": "DevOps",
      "metrics": {
        "count": 65,
        "percentage": 8.4306,
        "rank": 19,
        "full_term": "DevOps",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "devops",
          "infrastructure",
          "work-area",
          "culture",
          "automation"
        ],
        "count_last_month": 89,
        "count_last_year": 68,
        "rank_last_month": 15,
        "rank_last_year": 16,
        "rank_change_month": -4,
        "rank_change_year": -3
      }
    },
    {
      "name": "Kubernetes",
      "metrics": {
        "count": 65,
        "percentage": 8.4306,
        "rank": 20,
        "full_term": "Kubernetes",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "kubernetes",
          "container",
          "orchestration",
          "distributed",
          "sre",
          "cloud",
          "devops",
          "containers",
          "cncf"
        ],
        "count_last_month": 68,
        "count_last_year": 66,
        "rank_last_month": 23,
        "rank_last_year": 17,
        "rank_change_month": 3,
        "rank_change_year": -3
      }
    }
  ],
  "gainers": [
    {
      "name": "SQL Server",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 135,
        "full_term": "SQL Server/alias[SQL Server|SQLServer]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "microsoft",
          "storage",
          "relational"
        ],
        "count_last_month": 3,
        "rank_last_month": 178,
        "rank_last_year": 466,
        "rank_change_month": 43,
        "rank_change_year": 331
      }
    },
    {
      "name": "NextJS",
      "metrics": {
        "count": 7,
        "percentage": 0.9079,
        "rank": 103,
        "full_term": "NextJS",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "backend",
          "web",
          "javascript",
          "react",
          "framework",
          "ssr"
        ],
        "count_last_month": 8,
        "rank_last_month": 102,
        "rank_last_year": 417,
        "rank_change_month": -1,
        "rank_change_year": 314
      }
    },
    {
      "name": "Tailwind",
      "metrics": {
        "count": 6,
        "percentage": 0.7782,
        "rank": 117,
        "full_term": "Tailwind",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "css",
          "web",
          "framework",
          "utility-first"
        ],
        "count_last_month": 9,
        "count_last_year": 1,
        "rank_last_month": 96,
        "rank_last_year": 266,
        "rank_change_month": -21,
        "rank_change_year": 149
      }
    },
    {
      "name": "S3",
      "metrics": {
        "count": 11,
        "percentage": 1.4267,
        "rank": 81,
        "full_term": "S3",
        "kind": "Technology",
        "primary_family": "Storage",
        "tags": [
          "cloud",
          "storage",
          "object-storage",
          "aws"
        ],
        "count_last_month": 10,
        "count_last_year": 2,
        "rank_last_month": 90,
        "rank_last_year": 189,
        "rank_change_month": 9,
        "rank_change_year": 108
      }
    },
    {
      "name": "web3",
      "metrics": {
        "count": 8,
        "percentage": 1.0376,
        "rank": 98,
        "full_term": "web3",
        "kind": "Technology",
        "primary_family": "Distributed Systems",
        "tags": [
          "distributed",
          "crypto",
          "web3",
          "blockchain",
          "decentralized",
          "internet"
        ],
        "count_last_month": 6,
        "count_last_year": 2,
        "rank_last_month": 124,
        "rank_last_year": 199,
        "rank_change_month": 26,
        "rank_change_year": 101
      }
    },
    {
      "name": "DynamoDB",
      "metrics": {
        "count": 8,
        "percentage": 1.0376,
        "rank": 92,
        "full_term": "DynamoDB",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "nosql",
          "cloud",
          "aws",
          "storage",
          "serverless"
        ],
        "count_last_month": 5,
        "count_last_year": 2,
        "rank_last_month": 132,
        "rank_last_year": 172,
        "rank_change_month": 40,
        "rank_change_year": 80
      }
    },
    {
      "name": "WebAssembly",
      "metrics": {
        "count": 11,
        "percentage": 1.4267,
        "rank": 83,
        "full_term": "WebAssembly/alias[WebAssembly|WASM|Wasm]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "webassembly",
          "frontend",
          "systems",
          "web",
          "performance",
          "browser"
        ],
        "count_last_month": 4,
        "count_last_year": 3,
        "rank_last_month": 153,
        "rank_last_year": 162,
        "rank_change_month": 70,
        "rank_change_year": 79
      }
    },
    {
      "name": "RDS",
      "metrics": {
        "count": 6,
        "percentage": 0.7782,
        "rank": 115,
        "full_term": "RDS",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "cloud",
          "aws",
          "storage",
          "relational"
        ],
        "count_last_month": 6,
        "count_last_year": 2,
        "rank_last_month": 122,
        "rank_last_year": 188,
        "rank_change_month": 7,
        "rank_change_year": 73
      }
    },
    {
      "name": "Bash",
      "metrics": {
        "count": 6,
        "percentage": 0.7782,
        "rank": 106,
        "full_term": "Bash",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "scripting",
          "shell",
          "systems",
          "linux"
        ],
        "count_last_month": 5,
        "count_last_year": 2,
        "rank_last_month": 127,
        "rank_last_year": 165,
        "rank_change_month": 21,
        "rank_change_year": 59
      }
    },
    {
      "name": "Next.js",
      "metrics": {
        "count": 20,
        "percentage": 2.594,
        "rank": 56,
        "full_term": "Next.js/alias[Next.js|NextJS]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "backend",
          "web",
          "javascript",
          "react",
          "framework",
          "ssr"
        ],
        "count_last_month": 15,
        "count_last_year": 5,
        "rank_last_month": 73,
        "rank_last_year": 113,
        "rank_change_month": 17,
        "rank_change_year": 57
      }
    }
  ],
  "losers": [
    {
      "name": "Heroku",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 128,
        "full_term": "Heroku",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "paas",
          "backend",
          "hosting",
          "deployment"
        ],
        "count_last_month": 9,
        "count_last_year": 10,
        "rank_last_month": 93,
        "rank_last_year": 84,
        "rank_change_month": -35,
        "rank_change_year": -44
      }
    },
    {
      "name": "PyTorch",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 134,
        "full_term": "PyTorch",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "deep-learning",
          "python",
          "facebook"
        ],
        "count_last_month": 7,
        "count_last_year": 7,
        "rank_last_month": 110,
        "rank_last_year": 95,
        "rank_change_month": -24,
        "rank_change_year": -39
      }
    },
    {
      "name": "Elasticsearch",
      "metrics": {
        "count": 12,
        "percentage": 1.5564,
        "rank": 74,
        "full_term": "Elasticsearch/alias[Elasticsearch|Elastic Search]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "search",
          "storage",
          "observability",
          "analytics",
          "nosql"
        ],
        "count_last_month": 18,
        "count_last_year": 25,
        "rank_last_month": 68,
        "rank_last_year": 42,
        "rank_change_month": -6,
        "rank_change_year": -32
      }
    },
    {
      "name": ".NET Core",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 119,
        "full_term": ".NET Core",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "microsoft"
        ],
        "count_last_month": 5,
        "count_last_year": 8,
        "rank_last_month": 126,
        "rank_last_year": 88,
        "rank_change_month": 7,
        "rank_change_year": -31
      }
    },
    {
      "name": "Clojure",
      "metrics": {
        "count": 6,
        "percentage": 0.7782,
        "rank": 107,
        "full_term": "Clojure",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "jvm",
          "functional",
          "lisp"
        ],
        "count_last_month": 13,
        "count_last_year": 12,
        "rank_last_month": 79,
        "rank_last_year": 77,
        "rank_change_month": -28,
        "rank_change_year": -30
      }
    },
    {
      "name": "Distributed Systems",
      "metrics": {
        "count": 14,
        "percentage": 1.8158,
        "rank": 70,
        "full_term": "Distributed Systems/alias[Distributed Systems|DistributedSystems]",
        "kind": "Technology",
        "primary_family": "Distributed Systems",
        "tags": [
          "distributed",
          "backend",
          "infrastructure",
          "architecture",
          "scalability"
        ],
        "count_last_month": 16,
        "count_last_year": 26,
        "rank_last_month": 71,
        "rank_last_year": 41,
        "rank_change_month": 1,
        "rank_change_year": -29
      }
    },
    {
      "name": "Agile",
      "metrics": {
        "count": 11,
        "percentage": 1.4267,
        "rank": 78,
        "full_term": "Agile",
        "kind": "Process",
        "primary_family": "Methodology",
        "tags": [
          "process",
          "agile",
          "methodology",
          "management"
        ],
        "count_last_month": 13,
        "count_last_year": 21,
        "rank_last_month": 78,
        "rank_last_year": 50,
        "rank_change_year": -28
      }
    },
    {
      "name": "Jenkins",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 129,
        "full_term": "Jenkins",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "ci",
          "devops",
          "developer-tooling",
          "ci-cd",
          "automation",
          "java"
        ],
        "count_last_month": 8,
        "count_last_year": 6,
        "rank_last_month": 101,
        "rank_last_year": 102,
        "rank_change_month": -28,
        "rank_change_year": -27
      }
    },
    {
      "name": "Express",
      "metrics": {
        "count": 9,
        "percentage": 1.1673,
        "rank": 87,
        "full_term": "Express/js[Express]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "javascript",
          "node",
          "nodejs"
        ],
        "count_last_month": 13,
        "count_last_year": 15,
        "rank_last_month": 80,
        "rank_last_year": 62,
        "rank_change_month": -7,
        "rank_change_year": -25
      }
    },
    {
      "name": "AWS Lambda",
      "metrics": {
        "count": 5,
        "percentage": 0.6485,
        "rank": 122,
        "full_term": "AWS Lambda/alias[AWS Lambda|AWSLambda]",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "serverless",
          "backend",
          "aws",
          "compute"
        ],
        "count_last_month": 10,
        "count_last_year": 6,
        "rank_last_month": 88,
        "rank_last_year": 97,
        "rank_change_month": -34,
        "rank_change_year": -25
      }
    }
  ]
}