{
  "schema_version": 1,
  "methodology_version": "2026-09-01",
  "observed_at": "2026-09-01T19:42:13.310Z",
  "scope": "United States software engineering jobs",
  "source": "cronjobs-db",
  "eligibility": {
    "max_staleness_days": 7,
    "known_role_required": true,
    "active_required": true,
    "application_url_required": true,
    "fit_rule": "job_fit = 'in_scope' OR fit_version = 'legacy'"
  },
  "reports": {
    "overview": [
      {
        "active_jobs": 1655,
        "companies": 448,
        "remote_jobs": 727,
        "junior_jobs": 84,
        "salary_disclosed_jobs": 1418,
        "oldest_posted_at": 1724702996,
        "newest_posted_at": 1788288830
      }
    ],
    "role_mix": [
      {
        "role_category": "backend",
        "jobs": 847
      },
      {
        "role_category": "devops-sre",
        "jobs": 345
      },
      {
        "role_category": "security",
        "jobs": 183
      },
      {
        "role_category": "ai-ml",
        "jobs": 117
      },
      {
        "role_category": "fullstack",
        "jobs": 82
      },
      {
        "role_category": "frontend",
        "jobs": 47
      },
      {
        "role_category": "mobile",
        "jobs": 34
      }
    ],
    "work_mode": [
      {
        "work_mode": "remote",
        "jobs": 727
      },
      {
        "work_mode": "hybrid",
        "jobs": 387
      },
      {
        "work_mode": "unknown",
        "jobs": 306
      },
      {
        "work_mode": "onsite",
        "jobs": 235
      }
    ],
    "seniority": [
      {
        "seniority": "senior",
        "jobs": 901
      },
      {
        "seniority": "unknown",
        "jobs": 332
      },
      {
        "seniority": "mid",
        "jobs": 199
      },
      {
        "seniority": "staff",
        "jobs": 93
      },
      {
        "seniority": "junior",
        "jobs": 84
      },
      {
        "seniority": "principal",
        "jobs": 26
      },
      {
        "seniority": "lead",
        "jobs": 20
      }
    ],
    "listing_age": [
      {
        "age_bucket": "0-2 days",
        "jobs": 127
      },
      {
        "age_bucket": "3-6 days",
        "jobs": 267
      },
      {
        "age_bucket": "7-13 days",
        "jobs": 371
      },
      {
        "age_bucket": "14-29 days",
        "jobs": 658
      },
      {
        "age_bucket": "30+ days",
        "jobs": 232
      }
    ],
    "salary_disclosure": [
      {
        "role_category": "mobile",
        "jobs": 34,
        "salary_disclosed_jobs": 32,
        "salary_disclosure_rate": 94.1
      },
      {
        "role_category": "ai-ml",
        "jobs": 117,
        "salary_disclosed_jobs": 103,
        "salary_disclosure_rate": 88
      },
      {
        "role_category": "fullstack",
        "jobs": 82,
        "salary_disclosed_jobs": 71,
        "salary_disclosure_rate": 86.6
      },
      {
        "role_category": "backend",
        "jobs": 847,
        "salary_disclosed_jobs": 731,
        "salary_disclosure_rate": 86.3
      },
      {
        "role_category": "devops-sre",
        "jobs": 345,
        "salary_disclosed_jobs": 294,
        "salary_disclosure_rate": 85.2
      },
      {
        "role_category": "security",
        "jobs": 183,
        "salary_disclosed_jobs": 149,
        "salary_disclosure_rate": 81.4
      },
      {
        "role_category": "frontend",
        "jobs": 47,
        "salary_disclosed_jobs": 38,
        "salary_disclosure_rate": 80.9
      }
    ],
    "source_mix": [
      {
        "source": "greenhouse",
        "jobs": 1430
      },
      {
        "source": "icims",
        "jobs": 90
      },
      {
        "source": "lever",
        "jobs": 58
      },
      {
        "source": "jobicy",
        "jobs": 24
      },
      {
        "source": "jazzhr",
        "jobs": 19
      },
      {
        "source": "hn_hiring",
        "jobs": 14
      },
      {
        "source": "breezyhr",
        "jobs": 12
      }
    ],
    "technology_demand": [
      {
        "technology": "python",
        "jobs": 727
      },
      {
        "technology": "aws",
        "jobs": 374
      },
      {
        "technology": "kubernetes",
        "jobs": 305
      },
      {
        "technology": "go",
        "jobs": 301
      },
      {
        "technology": "sql",
        "jobs": 238
      },
      {
        "technology": "java",
        "jobs": 233
      },
      {
        "technology": "typescript",
        "jobs": 193
      },
      {
        "technology": "react",
        "jobs": 174
      },
      {
        "technology": "terraform",
        "jobs": 157
      },
      {
        "technology": "c++",
        "jobs": 151
      },
      {
        "technology": "javascript",
        "jobs": 144
      },
      {
        "technology": "gcp",
        "jobs": 134
      },
      {
        "technology": "docker",
        "jobs": 126
      },
      {
        "technology": "ci/cd",
        "jobs": 121
      },
      {
        "technology": "azure",
        "jobs": 112
      },
      {
        "technology": "linux",
        "jobs": 108
      },
      {
        "technology": "distributed systems",
        "jobs": 102
      },
      {
        "technology": "rust",
        "jobs": 99
      },
      {
        "technology": "machine learning",
        "jobs": 76
      },
      {
        "technology": "postgresql",
        "jobs": 76
      },
      {
        "technology": "apis",
        "jobs": 73
      },
      {
        "technology": "node.js",
        "jobs": 72
      },
      {
        "technology": "llm",
        "jobs": 71
      },
      {
        "technology": "kafka",
        "jobs": 66
      },
      {
        "technology": "rest apis",
        "jobs": 54
      },
      {
        "technology": "llms",
        "jobs": 53
      },
      {
        "technology": "graphql",
        "jobs": 50
      },
      {
        "technology": "kotlin",
        "jobs": 50
      },
      {
        "technology": "c#",
        "jobs": 49
      },
      {
        "technology": "pytorch",
        "jobs": 49
      },
      {
        "technology": "bash",
        "jobs": 47
      },
      {
        "technology": "salesforce",
        "jobs": 46
      },
      {
        "technology": "airflow",
        "jobs": 42
      },
      {
        "technology": "data pipelines",
        "jobs": 42
      },
      {
        "technology": "git",
        "jobs": 42
      },
      {
        "technology": "rest",
        "jobs": 42
      },
      {
        "technology": "c",
        "jobs": 41
      },
      {
        "technology": "snowflake",
        "jobs": 41
      },
      {
        "technology": "spark",
        "jobs": 41
      },
      {
        "technology": "dbt",
        "jobs": 39
      },
      {
        "technology": "microservices",
        "jobs": 39
      },
      {
        "technology": "observability",
        "jobs": 37
      },
      {
        "technology": "rag",
        "jobs": 36
      },
      {
        "technology": "ansible",
        "jobs": 34
      },
      {
        "technology": "databricks",
        "jobs": 34
      },
      {
        "technology": "ruby",
        "jobs": 32
      },
      {
        "technology": "scala",
        "jobs": 31
      },
      {
        "technology": "tensorflow",
        "jobs": 30
      },
      {
        "technology": "postgres",
        "jobs": 29
      },
      {
        "technology": "etl",
        "jobs": 28
      },
      {
        "technology": "powershell",
        "jobs": 28
      },
      {
        "technology": "okta",
        "jobs": 27
      },
      {
        "technology": "ai/ml",
        "jobs": 26
      },
      {
        "technology": "android",
        "jobs": 26
      },
      {
        "technology": "grafana",
        "jobs": 26
      },
      {
        "technology": "redis",
        "jobs": 26
      },
      {
        "technology": "prometheus",
        "jobs": 25
      },
      {
        "technology": "elasticsearch",
        "jobs": 24
      },
      {
        "technology": "grpc",
        "jobs": 24
      },
      {
        "technology": "windows",
        "jobs": 24
      },
      {
        "technology": "backend",
        "jobs": 23
      },
      {
        "technology": "github actions",
        "jobs": 23
      },
      {
        "technology": "siem",
        "jobs": 22
      },
      {
        "technology": "ai",
        "jobs": 21
      },
      {
        "technology": "angular",
        "jobs": 21
      },
      {
        "technology": "golang",
        "jobs": 21
      },
      {
        "technology": "jira",
        "jobs": 21
      },
      {
        "technology": "embedded systems",
        "jobs": 20
      },
      {
        "technology": "jenkins",
        "jobs": 20
      },
      {
        "technology": "cloud infrastructure",
        "jobs": 19
      },
      {
        "technology": "computer vision",
        "jobs": 19
      },
      {
        "technology": "ios",
        "jobs": 19
      },
      {
        "technology": "json",
        "jobs": 19
      },
      {
        "technology": "react native",
        "jobs": 19
      },
      {
        "technology": "active directory",
        "jobs": 18
      },
      {
        "technology": "automation",
        "jobs": 18
      },
      {
        "technology": "bigquery",
        "jobs": 18
      },
      {
        "technology": "cloud",
        "jobs": 18
      },
      {
        "technology": "datadog",
        "jobs": 18
      },
      {
        "technology": "github",
        "jobs": 18
      },
      {
        "technology": "helm",
        "jobs": 18
      },
      {
        "technology": "iam",
        "jobs": 18
      },
      {
        "technology": "infrastructure as code",
        "jobs": 18
      },
      {
        "technology": "langchain",
        "jobs": 18
      },
      {
        "technology": "mysql",
        "jobs": 18
      },
      {
        "technology": "ruby on rails",
        "jobs": 18
      },
      {
        "technology": "deep learning",
        "jobs": 17
      },
      {
        "technology": "generative ai",
        "jobs": 17
      },
      {
        "technology": "next.js",
        "jobs": 17
      },
      {
        "technology": "swift",
        "jobs": 17
      },
      {
        "technology": "c/c++",
        "jobs": 16
      },
      {
        "technology": "claude",
        "jobs": 16
      },
      {
        "technology": "gitops",
        "jobs": 16
      },
      {
        "technology": "langgraph",
        "jobs": 16
      },
      {
        "technology": ".net",
        "jobs": 15
      },
      {
        "technology": "apache spark",
        "jobs": 15
      },
      {
        "technology": "api",
        "jobs": 15
      },
      {
        "technology": "oidc",
        "jobs": 15
      },
      {
        "technology": "reinforcement learning",
        "jobs": 15
      },
      {
        "technology": "splunk",
        "jobs": 15
      }
    ]
  }
}
