{
  "target_item_id": 14238005,
  "target_title": "Ask HN: Who is hiring? (May 2017)",
  "target_month": "May17",
  "target_created_at": "2017-05-01T15:00:11.000Z",
  "data_filename": "data-20170501-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20170501-go.js",
  "html_filename": "may-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2017/may-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20170501-go.json",
  "items_analyzed": 73,
  "comments_in_item": 829,
  "top_terms": [
    {
      "name": "Onsite",
      "metrics": {
        "count": 484,
        "percentage": 58.3836,
        "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": 396,
        "count_last_year": 300,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 214,
        "percentage": 25.8142,
        "rank": 2,
        "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": 171,
        "count_last_year": 150,
        "rank_last_month": 3,
        "rank_last_year": 4,
        "rank_change_month": 1,
        "rank_change_year": 2
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 208,
        "percentage": 25.0905,
        "rank": 3,
        "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": 164,
        "count_last_year": 169,
        "rank_last_month": 5,
        "rank_last_year": 2,
        "rank_change_month": 2,
        "rank_change_year": -1
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 200,
        "percentage": 24.1255,
        "rank": 4,
        "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": 164,
        "count_last_year": 156,
        "rank_last_month": 4,
        "rank_last_year": 3,
        "rank_change_year": -1
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 181,
        "percentage": 21.8335,
        "rank": 5,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 149,
        "count_last_year": 121,
        "rank_last_month": 6,
        "rank_last_year": 6,
        "rank_change_month": 1,
        "rank_change_year": 1
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 177,
        "percentage": 21.351,
        "rank": 6,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 142,
        "count_last_year": 110,
        "rank_last_month": 7,
        "rank_last_year": 9,
        "rank_change_month": 1,
        "rank_change_year": 3
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 159,
        "percentage": 19.1797,
        "rank": 7,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 173,
        "count_last_year": 121,
        "rank_last_month": 2,
        "rank_last_year": 7,
        "rank_change_month": -5
      }
    },
    {
      "name": "JavaScript",
      "metrics": {
        "count": 135,
        "percentage": 16.2847,
        "rank": 8,
        "full_term": "JavaScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "web"
        ],
        "count_last_month": 116,
        "count_last_year": 119,
        "rank_last_month": 9,
        "rank_last_year": 8,
        "rank_change_month": 1
      }
    },
    {
      "name": "Remote",
      "metrics": {
        "count": 131,
        "percentage": 15.8022,
        "rank": 9,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 139,
        "count_last_year": 142,
        "rank_last_month": 8,
        "rank_last_year": 5,
        "rank_change_month": -1,
        "rank_change_year": -4
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 112,
        "percentage": 13.5103,
        "rank": 10,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 104,
        "count_last_year": 84,
        "rank_last_month": 10,
        "rank_last_year": 11,
        "rank_change_year": 1
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 107,
        "percentage": 12.9071,
        "rank": 11,
        "full_term": "Machine Learning/alias[Machine Learning|ML]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "data-science",
          "algorithms"
        ],
        "count_last_month": 88,
        "count_last_year": 68,
        "rank_last_month": 12,
        "rank_last_year": 18,
        "rank_change_month": 1,
        "rank_change_year": 7
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 101,
        "percentage": 12.1834,
        "rank": 12,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 73,
        "count_last_year": 67,
        "rank_last_month": 17,
        "rank_last_year": 19,
        "rank_change_month": 5,
        "rank_change_year": 7
      }
    },
    {
      "name": "Node.js",
      "metrics": {
        "count": 99,
        "percentage": 11.9421,
        "rank": 13,
        "full_term": "Node.js/js[node]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "javascript",
          "runtime",
          "v8"
        ],
        "count_last_month": 89,
        "count_last_year": 73,
        "rank_last_month": 11,
        "rank_last_year": 14,
        "rank_change_month": -2,
        "rank_change_year": 1
      }
    },
    {
      "name": "Java",
      "metrics": {
        "count": 96,
        "percentage": 11.5802,
        "rank": 14,
        "full_term": "Java",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "jvm",
          "enterprise"
        ],
        "count_last_month": 73,
        "count_last_year": 64,
        "rank_last_month": 16,
        "rank_last_year": 21,
        "rank_change_month": 2,
        "rank_change_year": 7
      }
    },
    {
      "name": "Rails",
      "metrics": {
        "count": 93,
        "percentage": 11.2183,
        "rank": 15,
        "full_term": "Rails",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "ruby",
          "web"
        ],
        "count_last_month": 81,
        "count_last_year": 71,
        "rank_last_month": 14,
        "rank_last_year": 17,
        "rank_change_month": -1,
        "rank_change_year": 2
      }
    },
    {
      "name": "Ruby",
      "metrics": {
        "count": 93,
        "percentage": 11.2183,
        "rank": 16,
        "full_term": "Ruby",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "web",
          "scripting"
        ],
        "count_last_month": 85,
        "count_last_year": 67,
        "rank_last_month": 13,
        "rank_last_year": 20,
        "rank_change_month": -3,
        "rank_change_year": 4
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 79,
        "percentage": 9.5296,
        "rank": 17,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 65,
        "count_last_year": 72,
        "rank_last_month": 21,
        "rank_last_year": 16,
        "rank_change_month": 4,
        "rank_change_year": -1
      }
    },
    {
      "name": "DevOps",
      "metrics": {
        "count": 77,
        "percentage": 9.2883,
        "rank": 18,
        "full_term": "DevOps",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "devops",
          "infrastructure",
          "work-area",
          "culture",
          "automation"
        ],
        "count_last_month": 76,
        "count_last_year": 79,
        "rank_last_month": 15,
        "rank_last_year": 12,
        "rank_change_month": -3,
        "rank_change_year": -6
      }
    },
    {
      "name": "iOS",
      "metrics": {
        "count": 72,
        "percentage": 8.6852,
        "rank": 19,
        "full_term": "iOS",
        "kind": "Technology",
        "primary_family": "Mobile",
        "tags": [
          "mobile",
          "ios",
          "swift",
          "os",
          "apple",
          "smartphone"
        ],
        "count_last_month": 72,
        "count_last_year": 87,
        "rank_last_month": 18,
        "rank_last_year": 10,
        "rank_change_month": -1,
        "rank_change_year": -9
      }
    },
    {
      "name": "AngularJS",
      "metrics": {
        "count": 71,
        "percentage": 8.5645,
        "rank": 20,
        "full_term": "AngularJS/js[Angular]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "legacy"
        ],
        "count_last_month": 54,
        "count_last_year": 77,
        "rank_last_month": 24,
        "rank_last_year": 13,
        "rank_change_month": 4,
        "rank_change_year": -7
      }
    }
  ],
  "gainers": [
    {
      "name": "Varnish",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 139,
        "full_term": "Varnish",
        "kind": "Technology",
        "primary_family": "Network",
        "tags": [
          "network",
          "cache",
          "web",
          "networking",
          "caching",
          "proxy",
          "performance"
        ],
        "count_last_month": 3,
        "rank_last_month": 162,
        "rank_last_year": 487,
        "rank_change_month": 23,
        "rank_change_year": 348
      }
    },
    {
      "name": "Prometheus",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 137,
        "full_term": "Prometheus",
        "kind": "Technology",
        "primary_family": "SRE",
        "tags": [
          "sre",
          "observability",
          "monitoring",
          "infrastructure",
          "metrics",
          "time-series",
          "cncf"
        ],
        "count_last_month": 3,
        "rank_last_month": 158,
        "rank_last_year": 438,
        "rank_change_month": 21,
        "rank_change_year": 301
      }
    },
    {
      "name": "Redshift",
      "metrics": {
        "count": 12,
        "percentage": 1.4475,
        "rank": 83,
        "full_term": "Redshift",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "warehouse",
          "cloud",
          "aws",
          "analytics",
          "data",
          "data-warehouse"
        ],
        "count_last_month": 9,
        "count_last_year": 1,
        "rank_last_month": 92,
        "rank_last_year": 226,
        "rank_change_month": 9,
        "rank_change_year": 143
      }
    },
    {
      "name": "S3",
      "metrics": {
        "count": 10,
        "percentage": 1.2063,
        "rank": 96,
        "full_term": "S3",
        "kind": "Technology",
        "primary_family": "Storage",
        "tags": [
          "cloud",
          "storage",
          "object-storage",
          "aws"
        ],
        "count_last_month": 10,
        "count_last_year": 1,
        "rank_last_month": 88,
        "rank_last_year": 229,
        "rank_change_month": -8,
        "rank_change_year": 133
      }
    },
    {
      "name": "Vue",
      "metrics": {
        "count": 7,
        "percentage": 0.8444,
        "rank": 117,
        "full_term": "Vue/js[vue]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework"
        ],
        "count_last_month": 8,
        "count_last_year": 1,
        "rank_last_month": 104,
        "rank_last_year": 238,
        "rank_change_month": -13,
        "rank_change_year": 121
      }
    },
    {
      "name": ".NET Core",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 129,
        "full_term": ".NET Core",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "microsoft"
        ],
        "count_last_month": 5,
        "rank_last_month": 120,
        "rank_last_year": 243,
        "rank_change_month": -9,
        "rank_change_year": 114
      }
    },
    {
      "name": "RDS",
      "metrics": {
        "count": 7,
        "percentage": 0.8444,
        "rank": 112,
        "full_term": "RDS",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "cloud",
          "aws",
          "storage",
          "relational"
        ],
        "count_last_month": 4,
        "count_last_year": 1,
        "rank_last_month": 137,
        "rank_last_year": 225,
        "rank_change_month": 25,
        "rank_change_year": 113
      }
    },
    {
      "name": "GraphQL",
      "metrics": {
        "count": 10,
        "percentage": 1.2063,
        "rank": 95,
        "full_term": "GraphQL",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "web",
          "query-language",
          "frontend"
        ],
        "count_last_month": 8,
        "count_last_year": 1,
        "rank_last_month": 97,
        "rank_last_year": 207,
        "rank_change_month": 2,
        "rank_change_year": 112
      }
    },
    {
      "name": "Kinesis",
      "metrics": {
        "count": 7,
        "percentage": 0.8444,
        "rank": 109,
        "full_term": "Kinesis",
        "kind": "Technology",
        "primary_family": "Processing",
        "tags": [
          "stream-processing",
          "cloud",
          "aws",
          "data-engineering",
          "streaming",
          "data"
        ],
        "count_last_month": 3,
        "count_last_year": 1,
        "rank_last_month": 152,
        "rank_last_year": 216,
        "rank_change_month": 43,
        "rank_change_year": 107
      }
    },
    {
      "name": "Celery",
      "metrics": {
        "count": 11,
        "percentage": 1.3269,
        "rank": 87,
        "full_term": "Celery",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "python",
          "task-queue",
          "distributed",
          "async"
        ],
        "count_last_month": 5,
        "count_last_year": 1,
        "rank_last_month": 122,
        "rank_last_year": 188,
        "rank_change_month": 35,
        "rank_change_year": 101
      }
    }
  ],
  "losers": [
    {
      "name": "Pandas",
      "metrics": {
        "count": 6,
        "percentage": 0.7238,
        "rank": 125,
        "full_term": "Pandas",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "data-science",
          "python",
          "analytics",
          "data-analysis",
          "dataframes"
        ],
        "count_last_month": 3,
        "count_last_year": 10,
        "rank_last_month": 156,
        "rank_last_year": 85,
        "rank_change_month": 31,
        "rank_change_year": -40
      }
    },
    {
      "name": "memcached",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 136,
        "full_term": "memcached/alias[memcached|memcache]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "cache",
          "database",
          "backend",
          "storage",
          "caching",
          "in-memory",
          "key-value"
        ],
        "count_last_month": 4,
        "count_last_year": 7,
        "rank_last_month": 134,
        "rank_last_year": 98,
        "rank_change_month": -2,
        "rank_change_year": -38
      }
    },
    {
      "name": "Apache",
      "metrics": {
        "count": 10,
        "percentage": 1.2063,
        "rank": 91,
        "full_term": "Apache",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "infrastructure",
          "web-server",
          "backend",
          "apache"
        ],
        "count_last_month": 6,
        "count_last_year": 18,
        "rank_last_month": 114,
        "rank_last_year": 54,
        "rank_change_month": 23,
        "rank_change_year": -37
      }
    },
    {
      "name": "Jenkins",
      "metrics": {
        "count": 6,
        "percentage": 0.7238,
        "rank": 123,
        "full_term": "Jenkins",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "ci",
          "devops",
          "developer-tooling",
          "ci-cd",
          "automation",
          "java"
        ],
        "count_last_month": 10,
        "count_last_year": 8,
        "rank_last_month": 86,
        "rank_last_year": 90,
        "rank_change_month": -37,
        "rank_change_year": -33
      }
    },
    {
      "name": "CoffeeScript",
      "metrics": {
        "count": 7,
        "percentage": 0.8444,
        "rank": 107,
        "full_term": "CoffeeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "javascript",
          "legacy"
        ],
        "count_last_month": 6,
        "count_last_year": 12,
        "rank_last_month": 115,
        "rank_last_year": 75,
        "rank_change_month": 8,
        "rank_change_year": -32
      }
    },
    {
      "name": "Bootstrap",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 131,
        "full_term": "Bootstrap",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "css",
          "web",
          "framework",
          "design"
        ],
        "count_last_month": 10,
        "count_last_year": 6,
        "rank_last_month": 84,
        "rank_last_year": 100,
        "rank_change_month": -47,
        "rank_change_year": -31
      }
    },
    {
      "name": "SQL Server",
      "metrics": {
        "count": 7,
        "percentage": 0.8444,
        "rank": 114,
        "full_term": "SQL Server/alias[SQL Server|SQLServer]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "microsoft",
          "storage",
          "relational"
        ],
        "count_last_month": 7,
        "count_last_year": 10,
        "rank_last_month": 113,
        "rank_last_year": 86,
        "rank_change_month": -1,
        "rank_change_year": -28
      }
    },
    {
      "name": "Chef",
      "metrics": {
        "count": 9,
        "percentage": 1.0856,
        "rank": 99,
        "full_term": "Chef",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "infrastructure",
          "automation",
          "devops",
          "configuration",
          "configuration-management",
          "ruby"
        ],
        "count_last_month": 14,
        "count_last_year": 13,
        "rank_last_month": 68,
        "rank_last_year": 72,
        "rank_change_month": -31,
        "rank_change_year": -27
      }
    },
    {
      "name": "Lambda",
      "metrics": {
        "count": 5,
        "percentage": 0.6031,
        "rank": 135,
        "full_term": "Lambda",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "serverless",
          "backend",
          "aws",
          "compute"
        ],
        "count_last_month": 7,
        "count_last_year": 5,
        "rank_last_month": 108,
        "rank_last_year": 110,
        "rank_change_month": -27,
        "rank_change_year": -25
      }
    },
    {
      "name": "Swift",
      "metrics": {
        "count": 20,
        "percentage": 2.4125,
        "rank": 62,
        "full_term": "Swift",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "mobile",
          "ios",
          "apple"
        ],
        "count_last_month": 16,
        "count_last_year": 30,
        "rank_last_month": 62,
        "rank_last_year": 38,
        "rank_change_year": -24
      }
    }
  ]
}