{
  "target_item_id": 44757794,
  "target_title": "Ask HN: Who is hiring? (August 2025)",
  "target_month": "Aug25",
  "target_created_at": "2025-08-01T15:00:05.000Z",
  "data_filename": "data-20250801-go.js",
  "data_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/data-20250801-go.js",
  "html_filename": "august-go.html",
  "html_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/2025/august-go.html",
  "summary_path": "/Users/mohannarayanaswamy/git/gohiringtrends/web/data/summary-20250801-go.json",
  "items_analyzed": 172,
  "comments_in_item": 310,
  "top_terms": [
    {
      "name": "Remote",
      "metrics": {
        "count": 153,
        "percentage": 49.3548,
        "rank": 1,
        "full_term": "Remote",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "remote",
          "work-mode",
          "role",
          "location",
          "work-from-home"
        ],
        "count_last_month": 170,
        "count_last_year": 188,
        "rank_last_month": 1,
        "rank_last_year": 1
      }
    },
    {
      "name": "AI",
      "metrics": {
        "count": 134,
        "percentage": 43.2258,
        "rank": 2,
        "full_term": "AI/alias[AI|Artificial Intelligence]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "llm"
        ],
        "count_last_month": 132,
        "count_last_year": 91,
        "rank_last_month": 2,
        "rank_last_year": 3,
        "rank_change_year": 1
      }
    },
    {
      "name": "Senior",
      "metrics": {
        "count": 101,
        "percentage": 32.5806,
        "rank": 3,
        "full_term": "Senior",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "senior",
          "seniority",
          "role",
          "experience-level",
          "advanced"
        ],
        "count_last_month": 115,
        "count_last_year": 97,
        "rank_last_month": 3,
        "rank_last_year": 2,
        "rank_change_year": -1
      }
    },
    {
      "name": "Full Stack",
      "metrics": {
        "count": 91,
        "percentage": 29.3548,
        "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": 98,
        "count_last_year": 84,
        "rank_last_month": 4,
        "rank_last_year": 4
      }
    },
    {
      "name": "Python",
      "metrics": {
        "count": 84,
        "percentage": 27.0968,
        "rank": 5,
        "full_term": "Python",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "ml",
          "data",
          "data-science",
          "ai"
        ],
        "count_last_month": 74,
        "count_last_year": 61,
        "rank_last_month": 7,
        "rank_last_year": 9,
        "rank_change_month": 2,
        "rank_change_year": 4
      }
    },
    {
      "name": "Onsite",
      "metrics": {
        "count": 81,
        "percentage": 26.129,
        "rank": 6,
        "full_term": "Onsite/alias[Onsite|On-site]",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "onsite",
          "work-mode",
          "role",
          "location",
          "office"
        ],
        "count_last_month": 91,
        "count_last_year": 72,
        "rank_last_month": 6,
        "rank_last_year": 6
      }
    },
    {
      "name": "Back End",
      "metrics": {
        "count": 75,
        "percentage": 24.1935,
        "rank": 7,
        "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": 95,
        "count_last_year": 75,
        "rank_last_month": 5,
        "rank_last_year": 5,
        "rank_change_month": -2,
        "rank_change_year": -2
      }
    },
    {
      "name": "React",
      "metrics": {
        "count": 65,
        "percentage": 20.9677,
        "rank": 8,
        "full_term": "React/js[react]",
        "kind": "Technology",
        "primary_family": "Frontend",
        "tags": [
          "frontend",
          "web",
          "javascript",
          "framework",
          "facebook"
        ],
        "count_last_month": 62,
        "count_last_year": 66,
        "rank_last_month": 10,
        "rank_last_year": 8,
        "rank_change_month": 2
      }
    },
    {
      "name": "TypeScript",
      "metrics": {
        "count": 65,
        "percentage": 20.9677,
        "rank": 9,
        "full_term": "TypeScript",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "frontend",
          "backend",
          "javascript",
          "javascript-superset"
        ],
        "count_last_month": 69,
        "count_last_year": 56,
        "rank_last_month": 8,
        "rank_last_year": 10,
        "rank_change_month": -1,
        "rank_change_year": 1
      }
    },
    {
      "name": "Hybrid",
      "metrics": {
        "count": 57,
        "percentage": 18.3871,
        "rank": 10,
        "full_term": "Hybrid",
        "kind": "Work Attribute",
        "primary_family": "Work Mode",
        "tags": [
          "hybrid",
          "work-mode",
          "infrastructure",
          "cloud",
          "on-premise",
          "architecture"
        ],
        "count_last_month": 62,
        "count_last_year": 68,
        "rank_last_month": 9,
        "rank_last_year": 7,
        "rank_change_month": -1,
        "rank_change_year": -3
      }
    },
    {
      "name": "Front End",
      "metrics": {
        "count": 48,
        "percentage": 15.4839,
        "rank": 11,
        "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": 56,
        "count_last_year": 55,
        "rank_last_month": 11,
        "rank_last_year": 11
      }
    },
    {
      "name": "AWS",
      "metrics": {
        "count": 47,
        "percentage": 15.1613,
        "rank": 12,
        "full_term": "AWS",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "cloud-provider",
          "infrastructure",
          "amazon"
        ],
        "count_last_month": 49,
        "count_last_year": 35,
        "rank_last_month": 12,
        "rank_last_year": 14,
        "rank_change_year": 2
      }
    },
    {
      "name": "Machine Learning",
      "metrics": {
        "count": 44,
        "percentage": 14.1935,
        "rank": 13,
        "full_term": "Machine Learning/alias[Machine Learning|ML]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "ml",
          "data-science",
          "algorithms"
        ],
        "count_last_month": 42,
        "count_last_year": 52,
        "rank_last_month": 15,
        "rank_last_year": 12,
        "rank_change_month": 2,
        "rank_change_year": -1
      }
    },
    {
      "name": "Staff",
      "metrics": {
        "count": 43,
        "percentage": 13.871,
        "rank": 14,
        "full_term": "Staff",
        "kind": "Work Attribute",
        "primary_family": "Seniority",
        "tags": [
          "staff",
          "seniority",
          "role",
          "experience-level",
          "leadership"
        ],
        "count_last_month": 37,
        "count_last_year": 35,
        "rank_last_month": 17,
        "rank_last_year": 15,
        "rank_change_month": 3,
        "rank_change_year": 1
      }
    },
    {
      "name": "PostgreSQL",
      "metrics": {
        "count": 42,
        "percentage": 13.5484,
        "rank": 15,
        "full_term": "PostgreSQL/alias[PostgreSQL|postgres|postgresql]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "sql",
          "storage",
          "backend",
          "relational",
          "open-source"
        ],
        "count_last_month": 44,
        "count_last_year": 38,
        "rank_last_month": 14,
        "rank_last_year": 13,
        "rank_change_month": -1,
        "rank_change_year": -2
      }
    },
    {
      "name": "Large Language Model",
      "metrics": {
        "count": 34,
        "percentage": 10.9677,
        "rank": 16,
        "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": 46,
        "count_last_year": 31,
        "rank_last_month": 13,
        "rank_last_year": 18,
        "rank_change_month": -3,
        "rank_change_year": 2
      }
    },
    {
      "name": "Node.js",
      "metrics": {
        "count": 31,
        "percentage": 10,
        "rank": 17,
        "full_term": "Node.js/js[node]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "javascript",
          "runtime",
          "v8"
        ],
        "count_last_month": 28,
        "count_last_year": 27,
        "rank_last_month": 22,
        "rank_last_year": 21,
        "rank_change_month": 5,
        "rank_change_year": 4
      }
    },
    {
      "name": "Security",
      "metrics": {
        "count": 30,
        "percentage": 9.6774,
        "rank": 18,
        "full_term": "Security",
        "kind": "Technology",
        "primary_family": "Security",
        "tags": [
          "security",
          "infosec",
          "cybersecurity"
        ],
        "count_last_month": 25,
        "count_last_year": 34,
        "rank_last_month": 25,
        "rank_last_year": 16,
        "rank_change_month": 7,
        "rank_change_year": -2
      }
    },
    {
      "name": "Open Source",
      "metrics": {
        "count": 27,
        "percentage": 8.7097,
        "rank": 19,
        "full_term": "Open Source/alias[Open Source|open-source]",
        "kind": "Work Attribute",
        "primary_family": "Work Attribute",
        "tags": [
          "open-source",
          "community",
          "licensing"
        ],
        "count_last_month": 30,
        "count_last_year": 33,
        "rank_last_month": 18,
        "rank_last_year": 17,
        "rank_change_month": -1,
        "rank_change_year": -2
      }
    },
    {
      "name": "GitHub",
      "metrics": {
        "count": 26,
        "percentage": 8.3871,
        "rank": 20,
        "full_term": "GitHub",
        "kind": "Technology",
        "primary_family": "Tooling",
        "tags": [
          "developer-tooling",
          "version-control",
          "ci",
          "vcs",
          "hosting",
          "collaboration",
          "ci-cd"
        ],
        "count_last_month": 29,
        "count_last_year": 28,
        "rank_last_month": 19,
        "rank_last_year": 20,
        "rank_change_month": -1
      }
    }
  ],
  "gainers": [
    {
      "name": "HPC",
      "metrics": {
        "count": 5,
        "percentage": 1.6129,
        "rank": 65,
        "full_term": "HPC",
        "kind": "Technology",
        "primary_family": "Processing",
        "tags": [
          "processing",
          "distributed",
          "performance",
          "infrastructure",
          "compute",
          "high-performance"
        ],
        "count_last_month": 2,
        "rank_last_month": 138,
        "rank_last_year": 352,
        "rank_change_month": 73,
        "rank_change_year": 287
      }
    },
    {
      "name": "Agentic AI",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 55,
        "full_term": "Agentic AI",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "agents",
          "llm",
          "automation",
          "concept"
        ],
        "count_last_month": 4,
        "rank_last_month": 80,
        "rank_last_year": 233,
        "rank_change_month": 25,
        "rank_change_year": 178
      }
    },
    {
      "name": "NestJS",
      "metrics": {
        "count": 5,
        "percentage": 1.6129,
        "rank": 68,
        "full_term": "NestJS/alias[NestJS|Nest.JS]",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "javascript",
          "node",
          "nodejs",
          "typescript"
        ],
        "count_last_month": 3,
        "count_last_year": 1,
        "rank_last_month": 108,
        "rank_last_year": 188,
        "rank_change_month": 40,
        "rank_change_year": 120
      }
    },
    {
      "name": "FastAPI",
      "metrics": {
        "count": 7,
        "percentage": 2.2581,
        "rank": 52,
        "full_term": "FastAPI",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "framework",
          "python",
          "api"
        ],
        "count_last_month": 8,
        "count_last_year": 2,
        "rank_last_month": 54,
        "rank_last_year": 121,
        "rank_change_month": 2,
        "rank_change_year": 69
      }
    },
    {
      "name": "AI Agents",
      "metrics": {
        "count": 23,
        "percentage": 7.4194,
        "rank": 21,
        "full_term": "AI Agents/alias[AI Agent|AI Agents]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "agents",
          "llm",
          "automation"
        ],
        "count_last_month": 19,
        "count_last_year": 4,
        "rank_last_month": 27,
        "rank_last_year": 75,
        "rank_change_month": 6,
        "rank_change_year": 54
      }
    },
    {
      "name": "RAG",
      "metrics": {
        "count": 8,
        "percentage": 2.5806,
        "rank": 49,
        "full_term": "RAG",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "rag",
          "search",
          "architecture",
          "retrieval"
        ],
        "count_last_month": 9,
        "count_last_year": 4,
        "rank_last_month": 49,
        "rank_last_year": 86,
        "rank_change_year": 37
      }
    },
    {
      "name": "C",
      "metrics": {
        "count": 11,
        "percentage": 3.5484,
        "rank": 34,
        "full_term": "C",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "low-level"
        ],
        "count_last_month": 10,
        "count_last_year": 5,
        "rank_last_month": 39,
        "rank_last_year": 69,
        "rank_change_month": 5,
        "rank_change_year": 35
      }
    },
    {
      "name": "MongoDB",
      "metrics": {
        "count": 5,
        "percentage": 1.6129,
        "rank": 67,
        "full_term": "MongoDB/alias[MongoDB|mongo|mongodb]",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "nosql",
          "document",
          "storage"
        ],
        "count_last_month": 4,
        "count_last_year": 3,
        "rank_last_month": 88,
        "rank_last_year": 99,
        "rank_change_month": 21,
        "rank_change_year": 32
      }
    },
    {
      "name": "K8s",
      "metrics": {
        "count": 9,
        "percentage": 2.9032,
        "rank": 42,
        "full_term": "K8s/alias[K8s|k8s]",
        "kind": "Technology",
        "primary_family": "Infrastructure",
        "tags": [
          "kubernetes",
          "container",
          "infrastructure",
          "distributed",
          "devops",
          "orchestration",
          "containers"
        ],
        "count_last_month": 9,
        "count_last_year": 5,
        "rank_last_month": 45,
        "rank_last_year": 71,
        "rank_change_month": 3,
        "rank_change_year": 29
      }
    },
    {
      "name": "Fintech",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 58,
        "full_term": "Fintech",
        "kind": "Domain",
        "primary_family": "Industry",
        "tags": [
          "industry",
          "finance",
          "domain",
          "technology"
        ],
        "count_last_month": 11,
        "count_last_year": 4,
        "rank_last_month": 36,
        "rank_last_year": 82,
        "rank_change_month": -22,
        "rank_change_year": 24
      }
    }
  ],
  "losers": [
    {
      "name": "iOS",
      "metrics": {
        "count": 5,
        "percentage": 1.6129,
        "rank": 66,
        "full_term": "iOS",
        "kind": "Technology",
        "primary_family": "Mobile",
        "tags": [
          "mobile",
          "ios",
          "swift",
          "os",
          "apple",
          "smartphone"
        ],
        "count_last_month": 7,
        "count_last_year": 12,
        "rank_last_month": 60,
        "rank_last_year": 38,
        "rank_change_month": -6,
        "rank_change_year": -28
      }
    },
    {
      "name": "Generative AI",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 59,
        "full_term": "Generative AI/alias[GenAI|Generative AI]",
        "kind": "Technology",
        "primary_family": "AI / Machine Learning",
        "tags": [
          "ai",
          "llm",
          "generative-ai",
          "generative",
          "ml"
        ],
        "count_last_month": 10,
        "count_last_year": 13,
        "rank_last_month": 40,
        "rank_last_year": 33,
        "rank_change_month": -19,
        "rank_change_year": -26
      }
    },
    {
      "name": "Java",
      "metrics": {
        "count": 8,
        "percentage": 2.5806,
        "rank": 46,
        "full_term": "Java",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "backend",
          "jvm",
          "enterprise"
        ],
        "count_last_month": 5,
        "count_last_year": 15,
        "rank_last_month": 74,
        "rank_last_year": 29,
        "rank_change_month": 28,
        "rank_change_year": -17
      }
    },
    {
      "name": "Android",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 56,
        "full_term": "Android",
        "kind": "Technology",
        "primary_family": "Mobile",
        "tags": [
          "mobile",
          "android",
          "kotlin",
          "java",
          "os",
          "google",
          "smartphone"
        ],
        "count_last_month": 7,
        "count_last_year": 10,
        "rank_last_month": 57,
        "rank_last_year": 41,
        "rank_change_month": 1,
        "rank_change_year": -15
      }
    },
    {
      "name": "GraphQL",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 62,
        "full_term": "GraphQL",
        "kind": "Technology",
        "primary_family": "Backend",
        "tags": [
          "backend",
          "api",
          "web",
          "query-language",
          "frontend"
        ],
        "count_last_month": 7,
        "count_last_year": 9,
        "rank_last_month": 59,
        "rank_last_year": 47,
        "rank_change_month": -3,
        "rank_change_year": -15
      }
    },
    {
      "name": "Kafka",
      "metrics": {
        "count": 6,
        "percentage": 1.9355,
        "rank": 63,
        "full_term": "Kafka",
        "kind": "Technology",
        "primary_family": "Data Engineering",
        "tags": [
          "streaming",
          "messaging",
          "distributed",
          "backend",
          "data-engineering",
          "data",
          "apache"
        ],
        "count_last_month": 7,
        "count_last_year": 8,
        "rank_last_month": 63,
        "rank_last_year": 51,
        "rank_change_year": -12
      }
    },
    {
      "name": "Redis",
      "metrics": {
        "count": 8,
        "percentage": 2.5806,
        "rank": 50,
        "full_term": "Redis",
        "kind": "Technology",
        "primary_family": "Database",
        "tags": [
          "database",
          "cache",
          "storage",
          "backend",
          "caching",
          "in-memory",
          "key-value"
        ],
        "count_last_month": 9,
        "count_last_year": 12,
        "rank_last_month": 50,
        "rank_last_year": 39,
        "rank_change_year": -11
      }
    },
    {
      "name": "SRE",
      "metrics": {
        "count": 7,
        "percentage": 2.2581,
        "rank": 54,
        "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": 8,
        "count_last_year": 10,
        "rank_last_month": 56,
        "rank_last_year": 45,
        "rank_change_month": 2,
        "rank_change_year": -9
      }
    },
    {
      "name": "C++",
      "metrics": {
        "count": 10,
        "percentage": 3.2258,
        "rank": 38,
        "full_term": "C++",
        "kind": "Technology",
        "primary_family": "Language",
        "tags": [
          "language",
          "systems",
          "backend",
          "performance"
        ],
        "count_last_month": 11,
        "count_last_year": 14,
        "rank_last_month": 35,
        "rank_last_year": 30,
        "rank_change_month": -3,
        "rank_change_year": -8
      }
    },
    {
      "name": "Cloud",
      "metrics": {
        "count": 20,
        "percentage": 6.4516,
        "rank": 25,
        "full_term": "Cloud",
        "kind": "Technology",
        "primary_family": "Cloud",
        "tags": [
          "cloud",
          "infrastructure",
          "hosting"
        ],
        "count_last_month": 39,
        "count_last_year": 29,
        "rank_last_month": 16,
        "rank_last_year": 19,
        "rank_change_month": -9,
        "rank_change_year": -6
      }
    }
  ]
}