{
  "target_item_id": 14688684,
  "target_title": "Ask HN: Who is hiring? (July 2017)",
  "target_month": "Jul17",
  "target_created_at": "2017-07-03T15:00:43.000Z",
  "data_filename": "data-20170701-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20170701-go.js",
  "html_filename": "july-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2017/july-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20170701-go.json",
  "items_analyzed": 75,
  "comments_in_item": 756,
  "top_terms": [
    {
      "name": "Onsite",
      "metrics": {
        "count": 419,
        "percentage": 55.4233,
        "rank": 1,
        "full_term": "Onsite/alias[Onsite|On-site]",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "onsite",
          "work-mode",
          "role",
          "location",
          "office"
        ],
        "count_last_month": 405,
        "count_last_year": 289,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 198,
        "percentage": 26.1905,
        "rank": 2,
        "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": 196,
        "count_last_year": 171,
        "rank_last_month": 2,
        "rank_last_year": 2
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 180,
        "percentage": 23.8095,
        "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": 193,
        "count_last_year": 147,
        "rank_last_month": 3,
        "rank_last_year": 4,
        "rank_change_year": 1
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 173,
        "percentage": 22.8836,
        "rank": 4,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 158,
        "count_last_year": 129,
        "rank_last_month": 4,
        "rank_last_year": 6,
        "rank_change_year": 2
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 157,
        "percentage": 20.7672,
        "rank": 5,
        "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": 151,
        "count_last_year": 163,
        "rank_last_month": 6,
        "rank_last_year": 3,
        "rank_change_month": 1,
        "rank_change_year": -2
      }
    },
    {
      "name": "Remote",
      "metrics": {
        "count": 143,
        "percentage": 18.9153,
        "rank": 6,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 122,
        "count_last_year": 115,
        "rank_last_month": 8,
        "rank_last_year": 8,
        "rank_change_month": 2,
        "rank_change_year": 2
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 142,
        "percentage": 18.7831,
        "rank": 7,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 152,
        "count_last_year": 120,
        "rank_last_month": 5,
        "rank_last_year": 7,
        "rank_change_month": -2
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 132,
        "percentage": 17.4603,
        "rank": 8,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 143,
        "count_last_year": 132,
        "rank_last_month": 7,
        "rank_last_year": 5,
        "rank_change_month": -1,
        "rank_change_year": -3
      }
    },
    {
      "name": "JavaScript",
      "metrics": {
        "count": 109,
        "percentage": 14.418,
        "rank": 9,
        "full_term": "JavaScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "web"
        ],
        "count_last_month": 111,
        "count_last_year": 113,
        "rank_last_month": 9,
        "rank_last_year": 9
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 104,
        "percentage": 13.7566,
        "rank": 10,
        "full_term": "Machine Learning/alias[Machine Learning|ML]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "data-science",
          "algorithms"
        ],
        "count_last_month": 91,
        "count_last_year": 62,
        "rank_last_month": 12,
        "rank_last_year": 19,
        "rank_change_month": 2,
        "rank_change_year": 9
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 95,
        "percentage": 12.5661,
        "rank": 11,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 95,
        "count_last_year": 90,
        "rank_last_month": 10,
        "rank_last_year": 10,
        "rank_change_month": -1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Node.js",
      "metrics": {
        "count": 94,
        "percentage": 12.4339,
        "rank": 12,
        "full_term": "Node.js/js[node]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "javascript",
          "runtime",
          "v8"
        ],
        "count_last_month": 79,
        "count_last_year": 82,
        "rank_last_month": 15,
        "rank_last_year": 12,
        "rank_change_month": 3
      }
    },
    {
      "name": "Java",
      "metrics": {
        "count": 78,
        "percentage": 10.3175,
        "rank": 13,
        "full_term": "Java",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "jvm",
          "enterprise"
        ],
        "count_last_month": 77,
        "count_last_year": 70,
        "rank_last_month": 16,
        "rank_last_year": 14,
        "rank_change_month": 3,
        "rank_change_year": 1
      }
    },
    {
      "name": "DevOps",
      "metrics": {
        "count": 72,
        "percentage": 9.5238,
        "rank": 14,
        "full_term": "DevOps",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "devops",
          "infrastructure",
          "work-area",
          "culture",
          "automation"
        ],
        "count_last_month": 69,
        "count_last_year": 75,
        "rank_last_month": 17,
        "rank_last_year": 13,
        "rank_change_month": 3,
        "rank_change_year": -1
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 65,
        "percentage": 8.5979,
        "rank": 15,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 58,
        "count_last_year": 62,
        "rank_last_month": 23,
        "rank_last_year": 18,
        "rank_change_month": 8,
        "rank_change_year": 3
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 63,
        "percentage": 8.3333,
        "rank": 16,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 92,
        "count_last_year": 61,
        "rank_last_month": 11,
        "rank_last_year": 20,
        "rank_change_month": -5,
        "rank_change_year": 4
      }
    },
    {
      "name": "Docker",
      "metrics": {
        "count": 62,
        "percentage": 8.2011,
        "rank": 17,
        "full_term": "Docker",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "container",
          "infrastructure",
          "devops",
          "containers",
          "virtualization"
        ],
        "count_last_month": 64,
        "count_last_year": 54,
        "rank_last_month": 18,
        "rank_last_year": 24,
        "rank_change_month": 1,
        "rank_change_year": 7
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 61,
        "percentage": 8.0688,
        "rank": 18,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 57,
        "count_last_year": 48,
        "rank_last_month": 24,
        "rank_last_year": 27,
        "rank_change_month": 6,
        "rank_change_year": 9
      }
    },
    {
      "name": "iOS",
      "metrics": {
        "count": 61,
        "percentage": 8.0688,
        "rank": 19,
        "full_term": "iOS",
        "kind": "Technology",
        "primary_family": "Mobile",
        "tags": [
          "mobile",
          "ios",
          "swift",
          "os",
          "apple",
          "smartphone"
        ],
        "count_last_month": 63,
        "count_last_year": 84,
        "rank_last_month": 19,
        "rank_last_year": 11,
        "rank_change_year": -8
      }
    },
    {
      "name": "Ruby",
      "metrics": {
        "count": 61,
        "percentage": 8.0688,
        "rank": 20,
        "full_term": "Ruby",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "web",
          "scripting"
        ],
        "count_last_month": 84,
        "count_last_year": 63,
        "rank_last_month": 13,
        "rank_last_year": 17,
        "rank_change_month": -7,
        "rank_change_year": -3
      }
    }
  ],
  "gainers": [
    {
      "name": "Vue",
      "metrics": {
        "count": 7,
        "percentage": 0.9259,
        "rank": 104,
        "full_term": "Vue/js[vue]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework"
        ],
        "count_last_month": 7,
        "rank_last_month": 114,
        "rank_last_year": 492,
        "rank_change_month": 10,
        "rank_change_year": 388
      }
    },
    {
      "name": "Rust",
      "metrics": {
        "count": 10,
        "percentage": 1.3228,
        "rank": 84,
        "full_term": "Rust",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "performance",
          "memory-safety"
        ],
        "count_last_month": 7,
        "rank_last_month": 113,
        "rank_last_year": 448,
        "rank_change_month": 29,
        "rank_change_year": 364
      }
    },
    {
      "name": "Prometheus",
      "metrics": {
        "count": 9,
        "percentage": 1.1905,
        "rank": 88,
        "full_term": "Prometheus",
        "kind": "Technology",
        "primary_family": "SRE",
        "tags": [
          "sre",
          "observability",
          "monitoring",
          "infrastructure",
          "metrics",
          "time-series",
          "cncf"
        ],
        "count_last_month": 3,
        "rank_last_month": 163,
        "rank_last_year": 433,
        "rank_change_month": 75,
        "rank_change_year": 345
      }
    },
    {
      "name": "OpenStack",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 117,
        "full_term": "OpenStack",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "private-cloud",
          "iaas",
          "open-source"
        ],
        "count_last_month": 5,
        "count_last_year": 1,
        "rank_last_month": 127,
        "rank_last_year": 227,
        "rank_change_month": 10,
        "rank_change_year": 110
      }
    },
    {
      "name": "IaC",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 116,
        "full_term": "IaC/alias[IaC|Infrastructure as Code|Infrastructure-as-Code]",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "iac",
          "infrastructure",
          "devops",
          "infrastructure-as-code",
          "automation"
        ],
        "count_last_month": 6,
        "count_last_year": 1,
        "rank_last_month": 119,
        "rank_last_year": 214,
        "rank_change_month": 3,
        "rank_change_year": 98
      }
    },
    {
      "name": "Symfony",
      "metrics": {
        "count": 8,
        "percentage": 1.0582,
        "rank": 94,
        "full_term": "Symfony",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "php",
          "php-framework",
          "web",
          "web-framework",
          "web_framework"
        ],
        "count_last_month": 5,
        "count_last_year": 2,
        "rank_last_month": 130,
        "rank_last_year": 182,
        "rank_change_month": 36,
        "rank_change_year": 88
      }
    },
    {
      "name": "Angular 2",
      "metrics": {
        "count": 6,
        "percentage": 0.7937,
        "rank": 105,
        "full_term": "Angular 2/alias[Angular2|Angular 2]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "web-framework",
          "web_framework",
          "typescript",
          "google"
        ],
        "count_last_month": 4,
        "count_last_year": 1,
        "rank_last_month": 135,
        "rank_last_year": 189,
        "rank_change_month": 30,
        "rank_change_year": 84
      }
    },
    {
      "name": "AWS Lambda",
      "metrics": {
        "count": 6,
        "percentage": 0.7937,
        "rank": 107,
        "full_term": "AWS Lambda/alias[AWS Lambda|AWSLambda]",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "serverless",
          "backend",
          "aws",
          "compute"
        ],
        "count_last_month": 2,
        "count_last_year": 1,
        "rank_last_month": 178,
        "rank_last_year": 191,
        "rank_change_month": 71,
        "rank_change_year": 84
      }
    },
    {
      "name": "Selenium",
      "metrics": {
        "count": 6,
        "percentage": 0.7937,
        "rank": 112,
        "full_term": "Selenium",
        "kind": "Technology",
        "primary_family": "Testing",
        "tags": [
          "testing",
          "automation",
          "frontend",
          "browser",
          "e2e"
        ],
        "count_last_month": 5,
        "count_last_year": 2,
        "rank_last_month": 128,
        "rank_last_year": 179,
        "rank_change_month": 16,
        "rank_change_year": 67
      }
    },
    {
      "name": "ETL",
      "metrics": {
        "count": 7,
        "percentage": 0.9259,
        "rank": 97,
        "full_term": "ETL",
        "kind": "Technology",
        "primary_family": "Data Engineering",
        "tags": [
          "data-engineering",
          "processing",
          "pipeline",
          "data",
          "integration",
          "pipelines",
          "analytics"
        ],
        "count_last_month": 6,
        "count_last_year": 2,
        "rank_last_month": 115,
        "rank_last_year": 163,
        "rank_change_month": 18,
        "rank_change_year": 66
      }
    }
  ],
  "losers": [
    {
      "name": "Backbone",
      "metrics": {
        "count": 7,
        "percentage": 0.9259,
        "rank": 95,
        "full_term": "Backbone/js[Backbone]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "legacy"
        ],
        "count_last_month": 13,
        "count_last_year": 22,
        "rank_last_month": 72,
        "rank_last_year": 47,
        "rank_change_month": -23,
        "rank_change_year": -48
      }
    },
    {
      "name": "Hadoop",
      "metrics": {
        "count": 7,
        "percentage": 0.9259,
        "rank": 99,
        "full_term": "Hadoop",
        "kind": "Technology",
        "primary_family": "Data Engineering",
        "tags": [
          "data-engineering",
          "distributed",
          "processing",
          "storage",
          "data",
          "big-data",
          "apache"
        ],
        "count_last_month": 15,
        "count_last_year": 19,
        "rank_last_month": 68,
        "rank_last_year": 56,
        "rank_change_month": -31,
        "rank_change_year": -43
      }
    },
    {
      "name": "TDD",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 125,
        "full_term": "TDD",
        "kind": "Process",
        "primary_family": "Methodology",
        "tags": [
          "testing",
          "process",
          "agile",
          "methodology",
          "development"
        ],
        "count_last_month": 8,
        "count_last_year": 9,
        "rank_last_month": 103,
        "rank_last_year": 84,
        "rank_change_month": -22,
        "rank_change_year": -41
      }
    },
    {
      "name": "SDK",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 123,
        "full_term": "SDK/alias[SDK|SDKs]",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "developer-tooling",
          "api",
          "integration",
          "tooling",
          "libraries",
          "development"
        ],
        "count_last_month": 9,
        "count_last_year": 9,
        "rank_last_month": 96,
        "rank_last_year": 83,
        "rank_change_month": -27,
        "rank_change_year": -40
      }
    },
    {
      "name": "ES6",
      "metrics": {
        "count": 9,
        "percentage": 1.1905,
        "rank": 86,
        "full_term": "ES6",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "javascript",
          "frontend",
          "web",
          "ecmascript",
          "standard"
        ],
        "count_last_month": 21,
        "count_last_year": 22,
        "rank_last_month": 58,
        "rank_last_year": 49,
        "rank_change_month": -28,
        "rank_change_year": -37
      }
    },
    {
      "name": "HTML5",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 115,
        "full_term": "HTML5",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "html",
          "web",
          "markup",
          "standard"
        ],
        "count_last_month": 12,
        "count_last_year": 9,
        "rank_last_month": 77,
        "rank_last_year": 81,
        "rank_change_month": -38,
        "rank_change_year": -34
      }
    },
    {
      "name": "Sass",
      "metrics": {
        "count": 7,
        "percentage": 0.9259,
        "rank": 101,
        "full_term": "Sass",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "css",
          "preprocessor",
          "styling"
        ],
        "count_last_month": 8,
        "count_last_year": 12,
        "rank_last_month": 101,
        "rank_last_year": 70,
        "rank_change_year": -31
      }
    },
    {
      "name": "Apache",
      "metrics": {
        "count": 6,
        "percentage": 0.7937,
        "rank": 106,
        "full_term": "Apache",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "infrastructure",
          "web-server",
          "backend",
          "apache"
        ],
        "count_last_month": 10,
        "count_last_year": 9,
        "rank_last_month": 88,
        "rank_last_year": 78,
        "rank_change_month": -18,
        "rank_change_year": -28
      }
    },
    {
      "name": "Web Services",
      "metrics": {
        "count": 11,
        "percentage": 1.455,
        "rank": 79,
        "full_term": "Web Services/alias[Web Services|WebServices]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "web",
          "integration"
        ],
        "count_last_month": 13,
        "count_last_year": 21,
        "rank_last_month": 75,
        "rank_last_year": 53,
        "rank_change_month": -4,
        "rank_change_year": -26
      }
    },
    {
      "name": "Phoenix",
      "metrics": {
        "count": 5,
        "percentage": 0.6614,
        "rank": 120,
        "full_term": "Phoenix",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "elixir",
          "web"
        ],
        "count_last_month": 3,
        "count_last_year": 7,
        "rank_last_month": 162,
        "rank_last_year": 94,
        "rank_change_month": 42,
        "rank_change_year": -26
      }
    }
  ]
}