{
    "title": "State of AWS Data Engineering 2026",
    "category": "AWS Data Engineering",
    "temporalCoverage": "2026",
    "license": "CC-BY-4.0",
    "author": "SkilBrill Research",
    "sourceUrl": "https://skilbrill.com/resources/state-of-aws-data-engineering-2026/",
    "rows": [
        [
            "S3",
            "94"
        ],
        [
            "Glue",
            "78"
        ],
        [
            "Athena",
            "71"
        ],
        [
            "EMR",
            "38"
        ],
        [
            "Redshift Serverless",
            "28"
        ],
        [
            "Lake Formation",
            "51"
        ],
        [
            "dbt on Glue",
            "38"
        ]
    ],
    "headers": [
        "service",
        "adoption_pct"
    ]
}