{
  "target_item_id": 26661443,
  "target_title": "Ask HN: Who is hiring? (April 2021)",
  "target_month": "Apr21",
  "target_created_at": "2021-04-01T15:13:35.000Z",
  "data_filename": "data-20210401-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20210401-go.js",
  "html_filename": "april-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2021/april-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20210401-go.json",
  "items_analyzed": 120,
  "comments_in_item": 877,
  "top_terms": [
    {
      "name": "Remote",
      "metrics": {
        "count": 635,
        "percentage": 72.4059,
        "rank": 1,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 647,
        "count_last_year": 206,
        "rank_last_month": 1,
        "rank_last_year": 2,
        "rank_change_year": 1
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 294,
        "percentage": 33.5234,
        "rank": 2,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 309,
        "count_last_year": 122,
        "rank_last_month": 2,
        "rank_last_year": 3,
        "rank_change_year": 1
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 260,
        "percentage": 29.6465,
        "rank": 3,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 290,
        "count_last_year": 111,
        "rank_last_month": 3,
        "rank_last_year": 6,
        "rank_change_year": 3
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 254,
        "percentage": 28.9624,
        "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": 285,
        "count_last_year": 119,
        "rank_last_month": 4,
        "rank_last_year": 5,
        "rank_change_year": 1
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 234,
        "percentage": 26.6819,
        "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": 261,
        "count_last_year": 97,
        "rank_last_month": 5,
        "rank_last_year": 7,
        "rank_change_year": 2
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 222,
        "percentage": 25.3136,
        "rank": 6,
        "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": 250,
        "count_last_year": 120,
        "rank_last_month": 6,
        "rank_last_year": 4,
        "rank_change_year": -2
      }
    },
    {
      "name": "Onsite",
      "metrics": {
        "count": 185,
        "percentage": 21.0946,
        "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": 223,
        "count_last_year": 220,
        "rank_last_month": 7,
        "rank_last_year": 1,
        "rank_change_year": -6
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 147,
        "percentage": 16.7617,
        "rank": 8,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 161,
        "count_last_year": 92,
        "rank_last_month": 8,
        "rank_last_year": 8
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 142,
        "percentage": 16.1916,
        "rank": 9,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 144,
        "count_last_year": 69,
        "rank_last_month": 9,
        "rank_last_year": 10,
        "rank_change_year": 1
      }
    },
    {
      "name": "TypeScript",
      "metrics": {
        "count": 129,
        "percentage": 14.7092,
        "rank": 10,
        "full_term": "TypeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "javascript",
          "javascript-superset"
        ],
        "count_last_month": 134,
        "count_last_year": 56,
        "rank_last_month": 10,
        "rank_last_year": 12,
        "rank_change_year": 2
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 127,
        "percentage": 14.4812,
        "rank": 11,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 127,
        "count_last_year": 64,
        "rank_last_month": 11,
        "rank_last_year": 11
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 108,
        "percentage": 12.3147,
        "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": 91,
        "count_last_year": 71,
        "rank_last_month": 16,
        "rank_last_year": 9,
        "rank_change_month": 4,
        "rank_change_year": -3
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 107,
        "percentage": 12.2007,
        "rank": 13,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 97,
        "count_last_year": 46,
        "rank_last_month": 13,
        "rank_last_year": 14,
        "rank_change_year": 1
      }
    },
    {
      "name": "Node.js",
      "metrics": {
        "count": 100,
        "percentage": 11.4025,
        "rank": 14,
        "full_term": "Node.js/js[node]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "javascript",
          "runtime",
          "v8"
        ],
        "count_last_month": 103,
        "count_last_year": 44,
        "rank_last_month": 12,
        "rank_last_year": 17,
        "rank_change_month": -2,
        "rank_change_year": 3
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 99,
        "percentage": 11.2885,
        "rank": 15,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 96,
        "count_last_year": 37,
        "rank_last_month": 15,
        "rank_last_year": 20,
        "rank_change_year": 5
      }
    },
    {
      "name": "DevOps",
      "metrics": {
        "count": 89,
        "percentage": 10.1482,
        "rank": 16,
        "full_term": "DevOps",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "devops",
          "infrastructure",
          "work-area",
          "culture",
          "automation"
        ],
        "count_last_month": 96,
        "count_last_year": 45,
        "rank_last_month": 14,
        "rank_last_year": 16,
        "rank_change_month": -2
      }
    },
    {
      "name": "Security",
      "metrics": {
        "count": 89,
        "percentage": 10.1482,
        "rank": 17,
        "full_term": "Security",
        "kind": "Technology",
        "primary_family": "Security",
        "tags": [
          "security",
          "infosec",
          "cybersecurity"
        ],
        "count_last_month": 69,
        "count_last_year": 50,
        "rank_last_month": 21,
        "rank_last_year": 13,
        "rank_change_month": 4,
        "rank_change_year": -4
      }
    },
    {
      "name": "Kubernetes",
      "metrics": {
        "count": 83,
        "percentage": 9.4641,
        "rank": 18,
        "full_term": "Kubernetes",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "kubernetes",
          "container",
          "orchestration",
          "distributed",
          "sre",
          "cloud",
          "devops",
          "containers",
          "cncf"
        ],
        "count_last_month": 65,
        "count_last_year": 31,
        "rank_last_month": 24,
        "rank_last_year": 23,
        "rank_change_month": 6,
        "rank_change_year": 5
      }
    },
    {
      "name": "Rails",
      "metrics": {
        "count": 83,
        "percentage": 9.4641,
        "rank": 19,
        "full_term": "Rails",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "ruby",
          "web"
        ],
        "count_last_month": 81,
        "count_last_year": 27,
        "rank_last_month": 18,
        "rank_last_year": 29,
        "rank_change_month": -1,
        "rank_change_year": 10
      }
    },
    {
      "name": "Ruby",
      "metrics": {
        "count": 78,
        "percentage": 8.894,
        "rank": 20,
        "full_term": "Ruby",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "web",
          "scripting"
        ],
        "count_last_month": 81,
        "count_last_year": 30,
        "rank_last_month": 19,
        "rank_last_year": 24,
        "rank_change_month": -1,
        "rank_change_year": 4
      }
    }
  ],
  "gainers": [
    {
      "name": "Web Services",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 129,
        "full_term": "Web Services/alias[Web Services|WebServices]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "web",
          "integration"
        ],
        "count_last_month": 10,
        "rank_last_month": 96,
        "rank_last_year": 495,
        "rank_change_month": -33,
        "rank_change_year": 366
      }
    },
    {
      "name": "IaC",
      "metrics": {
        "count": 9,
        "percentage": 1.0262,
        "rank": 96,
        "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": 9,
        "rank_last_month": 100,
        "rank_last_year": 352,
        "rank_change_month": 4,
        "rank_change_year": 256
      }
    },
    {
      "name": "Factor",
      "metrics": {
        "count": 6,
        "percentage": 0.6842,
        "rank": 114,
        "full_term": "Factor",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "concatenative",
          "stack-based"
        ],
        "count_last_month": 4,
        "rank_last_month": 147,
        "rank_last_year": 313,
        "rank_change_month": 33,
        "rank_change_year": 199
      }
    },
    {
      "name": "Ember",
      "metrics": {
        "count": 6,
        "percentage": 0.6842,
        "rank": 112,
        "full_term": "Ember/js[Ember]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework"
        ],
        "count_last_month": 3,
        "rank_last_month": 160,
        "rank_last_year": 308,
        "rank_change_month": 48,
        "rank_change_year": 196
      }
    },
    {
      "name": "BigQuery",
      "metrics": {
        "count": 6,
        "percentage": 0.6842,
        "rank": 110,
        "full_term": "BigQuery",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "analytics",
          "cloud",
          "storage",
          "data",
          "data-warehouse",
          "gcp"
        ],
        "count_last_month": 8,
        "rank_last_month": 106,
        "rank_last_year": 256,
        "rank_change_month": -4,
        "rank_change_year": 146
      }
    },
    {
      "name": "Chef",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 120,
        "full_term": "Chef",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "infrastructure",
          "automation",
          "devops",
          "configuration",
          "configuration-management",
          "ruby"
        ],
        "count_last_month": 6,
        "rank_last_month": 121,
        "rank_last_year": 264,
        "rank_change_month": 1,
        "rank_change_year": 144
      }
    },
    {
      "name": "Tailwind",
      "metrics": {
        "count": 6,
        "percentage": 0.6842,
        "rank": 118,
        "full_term": "Tailwind",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "css",
          "web",
          "framework",
          "utility-first"
        ],
        "count_last_month": 3,
        "count_last_year": 1,
        "rank_last_month": 178,
        "rank_last_year": 212,
        "rank_change_month": 60,
        "rank_change_year": 94
      }
    },
    {
      "name": "Webpack",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 131,
        "full_term": "Webpack",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "build",
          "javascript",
          "build-tool",
          "bundler"
        ],
        "count_last_month": 3,
        "count_last_year": 1,
        "rank_last_month": 180,
        "rank_last_year": 218,
        "rank_change_month": 49,
        "rank_change_year": 87
      }
    },
    {
      "name": "web3",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 130,
        "full_term": "web3",
        "kind": "Technology",
        "primary_family": "Distributed Systems",
        "tags": [
          "distributed",
          "crypto",
          "web3",
          "blockchain",
          "decentralized",
          "internet"
        ],
        "count_last_month": 5,
        "count_last_year": 1,
        "rank_last_month": 144,
        "rank_last_year": 216,
        "rank_change_month": 14,
        "rank_change_year": 86
      }
    },
    {
      "name": "OpenStack",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 126,
        "full_term": "OpenStack",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "private-cloud",
          "iaas",
          "open-source"
        ],
        "count_last_month": 4,
        "count_last_year": 1,
        "rank_last_month": 154,
        "rank_last_year": 197,
        "rank_change_month": 28,
        "rank_change_year": 71
      }
    }
  ],
  "losers": [
    {
      "name": "Robotics",
      "metrics": {
        "count": 7,
        "percentage": 0.7982,
        "rank": 105,
        "full_term": "Robotics",
        "kind": "Technology",
        "primary_family": "Processing",
        "tags": [
          "robotics",
          "hardware",
          "processing",
          "ai",
          "engineering",
          "automation"
        ],
        "count_last_month": 17,
        "count_last_year": 12,
        "rank_last_month": 72,
        "rank_last_year": 53,
        "rank_change_month": -33,
        "rank_change_year": -52
      }
    },
    {
      "name": "Ansible",
      "metrics": {
        "count": 11,
        "percentage": 1.2543,
        "rank": 88,
        "full_term": "Ansible",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "infrastructure",
          "automation",
          "devops",
          "configuration",
          "redhat"
        ],
        "count_last_month": 18,
        "count_last_year": 13,
        "rank_last_month": 65,
        "rank_last_year": 46,
        "rank_change_month": -23,
        "rank_change_year": -42
      }
    },
    {
      "name": "RabbitMQ",
      "metrics": {
        "count": 5,
        "percentage": 0.5701,
        "rank": 128,
        "full_term": "RabbitMQ",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "messaging",
          "backend",
          "distributed",
          "queue",
          "amqp",
          "erlang"
        ],
        "count_last_month": 7,
        "count_last_year": 6,
        "rank_last_month": 114,
        "rank_last_year": 86,
        "rank_change_month": -14,
        "rank_change_year": -42
      }
    },
    {
      "name": "passion",
      "metrics": {
        "count": 18,
        "percentage": 2.0525,
        "rank": 69,
        "full_term": "passion",
        "kind": "Work Attribute",
        "primary_family": "Soft Skill",
        "tags": [
          "soft-skill",
          "work-attribute",
          "attribute",
          "culture"
        ],
        "count_last_month": 27,
        "count_last_year": 18,
        "rank_last_month": 49,
        "rank_last_year": 38,
        "rank_change_month": -20,
        "rank_change_year": -31
      }
    },
    {
      "name": "Computer Vision",
      "metrics": {
        "count": 12,
        "percentage": 1.3683,
        "rank": 85,
        "full_term": "Computer Vision/alias[Computer Vision|ComputerVision]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "computer-vision",
          "vision",
          "image-processing"
        ],
        "count_last_month": 15,
        "count_last_year": 11,
        "rank_last_month": 76,
        "rank_last_year": 55,
        "rank_change_month": -9,
        "rank_change_year": -30
      }
    },
    {
      "name": "Deep Learning",
      "metrics": {
        "count": 18,
        "percentage": 2.0525,
        "rank": 67,
        "full_term": "Deep Learning",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "deep-learning",
          "neural-networks"
        ],
        "count_last_month": 15,
        "count_last_year": 15,
        "rank_last_month": 77,
        "rank_last_year": 40,
        "rank_change_month": 10,
        "rank_change_year": -27
      }
    },
    {
      "name": "Junior",
      "metrics": {
        "count": 13,
        "percentage": 1.4823,
        "rank": 82,
        "full_term": "Junior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "junior",
          "seniority",
          "role",
          "experience-level",
          "entry-level"
        ],
        "count_last_month": 14,
        "count_last_year": 11,
        "rank_last_month": 81,
        "rank_last_year": 56,
        "rank_change_month": -1,
        "rank_change_year": -26
      }
    },
    {
      "name": "K8s",
      "metrics": {
        "count": 12,
        "percentage": 1.3683,
        "rank": 86,
        "full_term": "K8s/alias[K8s|k8s]",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "kubernetes",
          "container",
          "infrastructure",
          "distributed",
          "devops",
          "orchestration",
          "containers"
        ],
        "count_last_month": 18,
        "count_last_year": 10,
        "rank_last_month": 69,
        "rank_last_year": 60,
        "rank_change_month": -17,
        "rank_change_year": -26
      }
    },
    {
      "name": "Apollo",
      "metrics": {
        "count": 7,
        "percentage": 0.7982,
        "rank": 101,
        "full_term": "Apollo",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "graphql",
          "javascript",
          "frontend"
        ],
        "count_last_month": 14,
        "count_last_year": 8,
        "rank_last_month": 80,
        "rank_last_year": 75,
        "rank_change_month": -21,
        "rank_change_year": -26
      }
    },
    {
      "name": "LESS",
      "metrics": {
        "count": 15,
        "percentage": 1.7104,
        "rank": 77,
        "full_term": "LESS",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "css",
          "preprocessor",
          "legacy"
        ],
        "count_last_month": 23,
        "count_last_year": 12,
        "rank_last_month": 58,
        "rank_last_year": 52,
        "rank_change_month": -19,
        "rank_change_year": -25
      }
    }
  ]
}