{"id":13472267,"url":"https://github.com/datastacktv/data-engineer-roadmap","last_synced_at":"2026-01-24T08:32:58.597Z","repository":{"id":37280265,"uuid":"292293462","full_name":"datastacktv/data-engineer-roadmap","owner":"datastacktv","description":"Roadmap to becoming a data engineer in 2021","archived":false,"fork":false,"pushed_at":"2022-01-25T21:09:00.000Z","size":3605,"stargazers_count":12567,"open_issues_count":30,"forks_count":1345,"subscribers_count":542,"default_branch":"master","last_synced_at":"2025-03-23T09:22:36.336Z","etag":null,"topics":["cloud","data-engineer-roadmap","data-engineering","roadmap"],"latest_commit_sha":null,"homepage":"https://datastack.tv","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/datastacktv.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":".github/FUNDING.yml","license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"custom":"https://paypal.me/alexandraabbas"}},"created_at":"2020-09-02T13:38:54.000Z","updated_at":"2025-03-22T10:50:24.000Z","dependencies_parsed_at":"2022-07-09T11:16:07.728Z","dependency_job_id":null,"html_url":"https://github.com/datastacktv/data-engineer-roadmap","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/datastacktv/data-engineer-roadmap","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datastacktv%2Fdata-engineer-roadmap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datastacktv%2Fdata-engineer-roadmap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datastacktv%2Fdata-engineer-roadmap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datastacktv%2Fdata-engineer-roadmap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datastacktv","download_url":"https://codeload.github.com/datastacktv/data-engineer-roadmap/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datastacktv%2Fdata-engineer-roadmap/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28720787,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-24T08:27:05.734Z","status":"ssl_error","status_checked_at":"2026-01-24T08:27:01.197Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cloud","data-engineer-roadmap","data-engineering","roadmap"],"created_at":"2024-07-31T16:00:53.427Z","updated_at":"2026-01-24T08:32:58.584Z","avatar_url":"https://github.com/datastacktv.png","language":null,"readme":"\n![Modern Data Engineer Roadmap 2021](img/title.png)\n\n\u003e Roadmap to becoming a data engineer in 2021\n\n[![Twitter](https://img.shields.io/badge/-Twitter-1DA1F2)](https://twitter.com/datastacktv)\n[![YouTube](https://img.shields.io/badge/-YouTube-FF0000)](http://youtube.com/c/datastacktv)\n[![Website](https://img.shields.io/badge/-Website-565CD8)](https://datastack.tv/)\n[![Jobs](https://img.shields.io/badge/-Jobs-ffdf4b)](https://datastackjobs.com/)\n\nThis roadmap aims to give a **complete picture of the modern data engineering landscape** and serve as a **study guide** for aspiring data engineers.\n\n***\n\n\u003ch3 align=\"center\"\u003e\u003cstrong\u003eNote to beginners\u003c/strong\u003e\u003c/h3\u003e\n\n\u003e Beginners shouldn’t feel overwhelmed by the vast number of tools and frameworks listed here. 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We create concise screencast video tutorials for data engineers. [**Browse our courses here!**](https://datastack.tv/courses.html)\n\n## License 🗞\n\n\u003e Copyright © 2021 Alexandra Abbas — \u003chello@datastack.tv\u003e\n","funding_links":["https://paypal.me/alexandraabbas"],"categories":["Others","Machine Learning","Awesome Roadmaps","Data","RoadMaps","A01_机器学习教程","Data Engineering ##","AI / Machine Learning / Data Science"],"sub_categories":["Awesome Python Roadmaps"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatastacktv%2Fdata-engineer-roadmap","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatastacktv%2Fdata-engineer-roadmap","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatastacktv%2Fdata-engineer-roadmap/lists"}