{
  "target_item_id": 40846428,
  "target_title": "Ask HN: Who is hiring? (July 2024)",
  "target_month": "Jul24",
  "target_created_at": "2024-07-01T15:01:49.000Z",
  "data_filename": "data-20240701-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20240701-go.js",
  "html_filename": "july-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2024/july-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20240701-go.json",
  "items_analyzed": 159,
  "comments_in_item": 381,
  "top_terms": [
    {
      "name": "Remote",
      "metrics": {
        "count": 195,
        "percentage": 51.1811,
        "rank": 1,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 194,
        "count_last_year": 187,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 128,
        "percentage": 33.5958,
        "rank": 2,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 102,
        "count_last_year": 96,
        "rank_last_month": 2,
        "rank_last_year": 2
      }
    },
    {
      "name": "AI",
      "metrics": {
        "count": 100,
        "percentage": 26.2467,
        "rank": 3,
        "full_term": "AI/alias[AI|Artificial Intelligence]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "llm"
        ],
        "count_last_month": 86,
        "count_last_year": 53,
        "rank_last_month": 3,
        "rank_last_year": 8,
        "rank_change_year": 5
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 94,
        "percentage": 24.6719,
        "rank": 4,
        "full_term": "Full Stack/alias[Full Stack|Full-Stack|Fullstack|FullStack]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "frontend",
          "backend",
          "work-area",
          "fullstack",
          "generalist"
        ],
        "count_last_month": 83,
        "count_last_year": 72,
        "rank_last_month": 4,
        "rank_last_year": 3,
        "rank_change_year": -1
      }
    },
    {
      "name": "Onsite",
      "metrics": {
        "count": 89,
        "percentage": 23.3596,
        "rank": 5,
        "full_term": "Onsite/alias[Onsite|On-site]",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "onsite",
          "work-mode",
          "role",
          "location",
          "office"
        ],
        "count_last_month": 73,
        "count_last_year": 65,
        "rank_last_month": 6,
        "rank_last_year": 5,
        "rank_change_month": 1
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 86,
        "percentage": 22.5722,
        "rank": 6,
        "full_term": "Back End/alias[Back End|Backend|Back-end|BackEnd]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "backend",
          "work-area",
          "server-side",
          "architecture"
        ],
        "count_last_month": 77,
        "count_last_year": 54,
        "rank_last_month": 5,
        "rank_last_year": 7,
        "rank_change_month": -1,
        "rank_change_year": 1
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 85,
        "percentage": 22.3097,
        "rank": 7,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 58,
        "count_last_year": 55,
        "rank_last_month": 8,
        "rank_last_year": 6,
        "rank_change_month": 1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Hybrid",
      "metrics": {
        "count": 80,
        "percentage": 20.9974,
        "rank": 8,
        "full_term": "Hybrid",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "hybrid",
          "work-mode",
          "infrastructure",
          "cloud",
          "on-premise",
          "architecture"
        ],
        "count_last_month": 57,
        "count_last_year": 51,
        "rank_last_month": 10,
        "rank_last_year": 11,
        "rank_change_month": 2,
        "rank_change_year": 3
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 73,
        "percentage": 19.1601,
        "rank": 9,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 55,
        "count_last_year": 70,
        "rank_last_month": 12,
        "rank_last_year": 4,
        "rank_change_month": 3,
        "rank_change_year": -5
      }
    },
    {
      "name": "TypeScript",
      "metrics": {
        "count": 64,
        "percentage": 16.7979,
        "rank": 10,
        "full_term": "TypeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "javascript",
          "javascript-superset"
        ],
        "count_last_month": 58,
        "count_last_year": 53,
        "rank_last_month": 9,
        "rank_last_year": 9,
        "rank_change_month": -1,
        "rank_change_year": -1
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 61,
        "percentage": 16.0105,
        "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": 60,
        "count_last_year": 50,
        "rank_last_month": 7,
        "rank_last_year": 12,
        "rank_change_month": -4,
        "rank_change_year": 1
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 57,
        "percentage": 14.9606,
        "rank": 12,
        "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": 55,
        "count_last_year": 51,
        "rank_last_month": 11,
        "rank_last_year": 10,
        "rank_change_month": -1,
        "rank_change_year": -2
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 46,
        "percentage": 12.0735,
        "rank": 13,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 28,
        "count_last_year": 31,
        "rank_last_month": 19,
        "rank_last_year": 15,
        "rank_change_month": 6,
        "rank_change_year": 2
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 44,
        "percentage": 11.5486,
        "rank": 14,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 31,
        "count_last_year": 35,
        "rank_last_month": 17,
        "rank_last_year": 14,
        "rank_change_month": 3
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 40,
        "percentage": 10.4987,
        "rank": 15,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 39,
        "count_last_year": 41,
        "rank_last_month": 13,
        "rank_last_year": 13,
        "rank_change_month": -2,
        "rank_change_year": -2
      }
    },
    {
      "name": "Security",
      "metrics": {
        "count": 38,
        "percentage": 9.9738,
        "rank": 16,
        "full_term": "Security",
        "kind": "Technology",
        "primary_family": "Security",
        "tags": [
          "security",
          "infosec",
          "cybersecurity"
        ],
        "count_last_month": 29,
        "count_last_year": 30,
        "rank_last_month": 18,
        "rank_last_year": 16,
        "rank_change_month": 2
      }
    },
    {
      "name": "Open Source",
      "metrics": {
        "count": 32,
        "percentage": 8.399,
        "rank": 17,
        "full_term": "Open Source/alias[Open Source|open-source]",
        "kind": "Work Attribute",
        "primary_family": "Work Attribute",
        "tags": [
          "open-source",
          "community",
          "licensing"
        ],
        "count_last_month": 39,
        "count_last_year": 29,
        "rank_last_month": 14,
        "rank_last_year": 17,
        "rank_change_month": -3
      }
    },
    {
      "name": "Staff",
      "metrics": {
        "count": 31,
        "percentage": 8.1365,
        "rank": 18,
        "full_term": "Staff",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "staff",
          "seniority",
          "role",
          "experience-level",
          "leadership"
        ],
        "count_last_month": 33,
        "count_last_year": 19,
        "rank_last_month": 16,
        "rank_last_year": 22,
        "rank_change_month": -2,
        "rank_change_year": 4
      }
    },
    {
      "name": "Go",
      "metrics": {
        "count": 30,
        "percentage": 7.874,
        "rank": 19,
        "full_term": "Go/alias[Golang]",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "systems",
          "cloud",
          "google"
        ],
        "count_last_month": 36,
        "count_last_year": 26,
        "rank_last_month": 15,
        "rank_last_year": 18,
        "rank_change_month": -4,
        "rank_change_year": -1
      }
    },
    {
      "name": "Large Language Model",
      "metrics": {
        "count": 29,
        "percentage": 7.6115,
        "rank": 20,
        "full_term": "Large Language Model/alias[LLM|LLMs|Large Language Model|Large Language Models]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "generative-ai",
          "nlp"
        ],
        "count_last_month": 24,
        "count_last_year": 15,
        "rank_last_month": 22,
        "rank_last_year": 28,
        "rank_change_month": 2,
        "rank_change_year": 8
      }
    }
  ],
  "gainers": [
    {
      "name": "RAG",
      "metrics": {
        "count": 5,
        "percentage": 1.3123,
        "rank": 81,
        "full_term": "RAG",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "rag",
          "search",
          "architecture",
          "retrieval"
        ],
        "count_last_month": 3,
        "rank_last_month": 109,
        "rank_last_year": 438,
        "rank_change_month": 28,
        "rank_change_year": 357
      }
    },
    {
      "name": "Phoenix",
      "metrics": {
        "count": 5,
        "percentage": 1.3123,
        "rank": 79,
        "full_term": "Phoenix",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "elixir",
          "web"
        ],
        "count_last_month": 4,
        "rank_last_month": 89,
        "rank_last_year": 427,
        "rank_change_month": 10,
        "rank_change_year": 348
      }
    },
    {
      "name": "Elasticsearch",
      "metrics": {
        "count": 5,
        "percentage": 1.3123,
        "rank": 75,
        "full_term": "Elasticsearch/alias[Elasticsearch|Elastic Search]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "search",
          "storage",
          "observability",
          "analytics",
          "nosql"
        ],
        "count_last_month": 5,
        "rank_last_month": 70,
        "rank_last_year": 309,
        "rank_change_month": -5,
        "rank_change_year": 234
      }
    },
    {
      "name": "ClickHouse",
      "metrics": {
        "count": 6,
        "percentage": 1.5748,
        "rank": 69,
        "full_term": "ClickHouse",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "analytics",
          "storage",
          "olap",
          "columnar"
        ],
        "count_last_month": 6,
        "count_last_year": 1,
        "rank_last_month": 60,
        "rank_last_year": 152,
        "rank_change_month": -9,
        "rank_change_year": 83
      }
    },
    {
      "name": "Fintech",
      "metrics": {
        "count": 13,
        "percentage": 3.4121,
        "rank": 37,
        "full_term": "Fintech",
        "kind": "Domain",
        "primary_family": "Industry",
        "tags": [
          "industry",
          "finance",
          "domain",
          "technology"
        ],
        "count_last_month": 5,
        "count_last_year": 3,
        "rank_last_month": 71,
        "rank_last_year": 97,
        "rank_change_month": 34,
        "rank_change_year": 60
      }
    },
    {
      "name": "Snowflake",
      "metrics": {
        "count": 6,
        "percentage": 1.5748,
        "rank": 74,
        "full_term": "Snowflake",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "warehouse",
          "cloud",
          "analytics",
          "storage",
          "data",
          "data-warehouse"
        ],
        "count_last_month": 6,
        "count_last_year": 2,
        "rank_last_month": 66,
        "rank_last_year": 132,
        "rank_change_month": -8,
        "rank_change_year": 58
      }
    },
    {
      "name": "Observability",
      "metrics": {
        "count": 9,
        "percentage": 2.3622,
        "rank": 53,
        "full_term": "Observability",
        "kind": "Technology",
        "primary_family": "SRE",
        "tags": [
          "sre",
          "observability",
          "monitoring",
          "devops",
          "tracing",
          "metrics"
        ],
        "count_last_month": 7,
        "count_last_year": 3,
        "rank_last_month": 55,
        "rank_last_year": 105,
        "rank_change_month": 2,
        "rank_change_year": 52
      }
    },
    {
      "name": "GCP",
      "metrics": {
        "count": 15,
        "percentage": 3.937,
        "rank": 30,
        "full_term": "GCP",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "google",
          "infrastructure"
        ],
        "count_last_month": 10,
        "count_last_year": 6,
        "rank_last_month": 39,
        "rank_last_year": 64,
        "rank_change_month": 9,
        "rank_change_year": 34
      }
    },
    {
      "name": "MySQL",
      "metrics": {
        "count": 9,
        "percentage": 2.3622,
        "rank": 52,
        "full_term": "MySQL",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "oracle"
        ],
        "count_last_month": 6,
        "count_last_year": 4,
        "rank_last_month": 61,
        "rank_last_year": 84,
        "rank_change_month": 9,
        "rank_change_year": 32
      }
    },
    {
      "name": "Kotlin",
      "metrics": {
        "count": 8,
        "percentage": 2.0997,
        "rank": 54,
        "full_term": "Kotlin",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "mobile",
          "backend",
          "jvm",
          "android"
        ],
        "count_last_month": 8,
        "count_last_year": 4,
        "rank_last_month": 49,
        "rank_last_year": 83,
        "rank_change_month": -5,
        "rank_change_year": 29
      }
    }
  ],
  "losers": [
    {
      "name": "SRE",
      "metrics": {
        "count": 7,
        "percentage": 1.8373,
        "rank": 65,
        "full_term": "SRE/alias[SRE|Site Reliability Engineering|Site Reliability Engineer]",
        "kind": "Work Attribute",
        "primary_family": "Work Area",
        "tags": [
          "sre",
          "observability",
          "infrastructure",
          "work-area",
          "role",
          "devops",
          "reliability",
          "engineering"
        ],
        "count_last_month": 7,
        "count_last_year": 13,
        "rank_last_month": 58,
        "rank_last_year": 32,
        "rank_change_month": -7,
        "rank_change_year": -33
      }
    },
    {
      "name": "Principal",
      "metrics": {
        "count": 5,
        "percentage": 1.3123,
        "rank": 80,
        "full_term": "Principal",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "principal",
          "seniority",
          "role",
          "experience-level",
          "leadership"
        ],
        "count_last_month": 10,
        "count_last_year": 9,
        "rank_last_month": 41,
        "rank_last_year": 49,
        "rank_change_month": -39,
        "rank_change_year": -31
      }
    },
    {
      "name": "Linux",
      "metrics": {
        "count": 8,
        "percentage": 2.0997,
        "rank": 56,
        "full_term": "Linux",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "linux",
          "systems",
          "infrastructure",
          "os",
          "open-source",
          "backend"
        ],
        "count_last_month": 5,
        "count_last_year": 13,
        "rank_last_month": 75,
        "rank_last_year": 30,
        "rank_change_month": 19,
        "rank_change_year": -26
      }
    },
    {
      "name": "OpenAI",
      "metrics": {
        "count": 5,
        "percentage": 1.3123,
        "rank": 78,
        "full_term": "OpenAI",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "platform",
          "company",
          "generative-ai"
        ],
        "count_last_month": 2,
        "count_last_year": 8,
        "rank_last_month": 142,
        "rank_last_year": 52,
        "rank_change_month": 64,
        "rank_change_year": -26
      }
    },
    {
      "name": "Junior",
      "metrics": {
        "count": 6,
        "percentage": 1.5748,
        "rank": 70,
        "full_term": "Junior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "junior",
          "seniority",
          "role",
          "experience-level",
          "entry-level"
        ],
        "count_last_month": 4,
        "count_last_year": 9,
        "rank_last_month": 85,
        "rank_last_year": 48,
        "rank_change_month": 15,
        "rank_change_year": -22
      }
    },
    {
      "name": "Vue",
      "metrics": {
        "count": 11,
        "percentage": 2.8871,
        "rank": 47,
        "full_term": "Vue/js[vue]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework"
        ],
        "count_last_month": 5,
        "count_last_year": 16,
        "rank_last_month": 78,
        "rank_last_year": 26,
        "rank_change_month": 31,
        "rank_change_year": -21
      }
    },
    {
      "name": "React Native",
      "metrics": {
        "count": 8,
        "percentage": 2.0997,
        "rank": 58,
        "full_term": "React Native",
        "kind": "Technology",
        "primary_family": "Mobile",
        "tags": [
          "mobile",
          "frontend",
          "javascript",
          "react",
          "cross-platform"
        ],
        "count_last_month": 9,
        "count_last_year": 12,
        "rank_last_month": 45,
        "rank_last_year": 37,
        "rank_change_month": -13,
        "rank_change_year": -21
      }
    },
    {
      "name": "Computer Vision",
      "metrics": {
        "count": 10,
        "percentage": 2.6247,
        "rank": 48,
        "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": 9,
        "count_last_year": 12,
        "rank_last_month": 43,
        "rank_last_year": 33,
        "rank_change_month": -5,
        "rank_change_year": -15
      }
    },
    {
      "name": "Git",
      "metrics": {
        "count": 7,
        "percentage": 1.8373,
        "rank": 62,
        "full_term": "Git",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "developer-tooling",
          "version-control",
          "vcs",
          "tooling"
        ],
        "count_last_month": 7,
        "count_last_year": 9,
        "rank_last_month": 53,
        "rank_last_year": 47,
        "rank_change_month": -9,
        "rank_change_year": -15
      }
    },
    {
      "name": "Ruby",
      "metrics": {
        "count": 12,
        "percentage": 3.1496,
        "rank": 42,
        "full_term": "Ruby",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "web",
          "scripting"
        ],
        "count_last_month": 12,
        "count_last_year": 14,
        "rank_last_month": 35,
        "rank_last_year": 29,
        "rank_change_month": -7,
        "rank_change_year": -13
      }
    }
  ]
}