Generated locally from 135 historical hiring threads with the expanded Go dictionary.
Generated on Monday, April 27, 2026 from the target Hacker News thread.
Selected terms
Category, family, tags, and latest month metrics.
| Term | Kind | Family | Tags | Latest count | Latest % | Latest rank | Total mentions |
|---|
This page was generated by the Go pipeline for July 2022 and analyzed 524 comments in the target thread.
Compared with the previous hiring thread, posting volume changed from 724 to 524 (-27.6%).
Compared with the same month one year earlier, posting volume changed from 879 to 524 (-40.4%).
Top term this month: Remote at rank 1 with 397 mentions (75.76% of postings).
Strongest year-over-year gainer in this run: ETL (+98 rank positions).
Largest year-over-year drop in this run: Swift (-32 rank positions).
This Go-generated page reuses the frontend charting assets, but renders from Go templates and a Go-generated dataset.
Artifacts for this run: data-20220701-go.js and summary-20220701-go.json.
| Tech | Kind | Family | Tags | Rank | Last Month | Change | Last Year | Change |
|---|---|---|---|---|---|---|---|---|
| Remote | Work Attribute | Work Mode | remote, work-mode, role, location | 1 | 1 | 0 | 1 | 0 |
| Senior | Work Attribute | Seniority | senior, seniority, role, experience-level | 2 | 2 | 0 | 2 | 0 |
| Back End | Work Attribute | Work Area | backend, work-area, server-side, architecture | 3 | 3 | 0 | 3 | 0 |
| Full Stack | Work Attribute | Work Area | frontend, backend, work-area, fullstack | 4 | 5 | +1 | 5 | +1 |
| React | Technology | Frontend | frontend, web, javascript, framework | 5 | 4 | -1 | 4 | -1 |
| Front End | Work Attribute | Work Area | frontend, work-area, ui, client-side | 6 | 6 | 0 | 6 | 0 |
| Onsite | Work Attribute | Work Mode | onsite, work-mode, role, location | 7 | 9 | +2 | 7 | 0 |
| Python | Technology | Language | language, backend, ml, data | 8 | 7 | -1 | 8 | 0 |
| TypeScript | Technology | Language | language, frontend, backend, javascript | 9 | 8 | -1 | 10 | +1 |
| AWS | Technology | Cloud | cloud, cloud-provider, infrastructure, amazon | 10 | 11 | +1 | 9 | -1 |
| Cloud | Technology | Cloud | cloud, infrastructure, hosting | 11 | 12 | +1 | 14 | +3 |
| PostgreSQL | Technology | Database | database, sql, storage, backend | 12 | 10 | -2 | 11 | -1 |
| Machine Learning | Technology | AI / Machine Learning | ai, ml, data-science, algorithms | 13 | 14 | +1 | 13 | 0 |
| Go | Technology | Language | language, backend, systems, cloud | 14 | 13 | -1 | 15 | +1 |
| Security | Technology | Security | security, infosec, cybersecurity | 15 | 15 | 0 | 19 | +4 |
| Open Source | Work Attribute | Work Attribute | open-source, community, licensing | 16 | 16 | 0 | 22 | +6 |
| Node.js | Technology | Backend | backend, javascript, runtime, v8 | 17 | 17 | 0 | 12 | -5 |
| AI | Technology | AI / Machine Learning | ai, ml, llm | 18 | 23 | +5 | 21 | +3 |
| Kubernetes | Technology | Infrastructure | kubernetes, container, orchestration, distributed | 19 | 20 | +1 | 18 | -1 |
| Rails | Technology | Backend | backend, framework, ruby, web | 20 | 22 | +2 | 23 | +3 |
| Tech | Kind | Family | Tags | Mentions | Rank | Last Year Mentions | Last Year Rank | Change |
|---|---|---|---|---|---|---|---|---|
| ETL | Technology | Data Engineering | data-engineering, processing, pipeline, data | 5 | 98 | 2 | 196 | +98 |
| Laravel | Technology | Backend | backend, framework, php, php-framework | 5 | 102 | 3 | 172 | +70 |
| Apache | Technology | Infrastructure | infrastructure, web-server, backend, apache | 6 | 91 | 4 | 146 | +55 |
| ECS | Technology | Cloud | cloud, container, aws, infrastructure | 5 | 97 | 4 | 150 | +53 |
| Observability | Technology | SRE | sre, observability, monitoring, devops | 8 | 83 | 5 | 135 | +52 |
| Tailwind | Technology | Frontend | frontend, css, web, framework | 6 | 95 | 5 | 139 | +44 |
| Distributed Systems | Technology | Distributed Systems | distributed, backend, infrastructure, architecture | 14 | 51 | 13 | 80 | +29 |
| GitLab | Technology | Tooling | developer-tooling, version-control, ci, vcs | 8 | 82 | 7 | 110 | +28 |
| Flutter | Technology | Mobile | mobile, frontend, dart, cross-platform | 7 | 87 | 6 | 115 | +28 |
| PyTorch | Technology | AI / Machine Learning | ai, ml, deep-learning, python | 9 | 77 | 8 | 102 | +25 |
| Tech | Kind | Family | Tags | Mentions | Rank | Last Year Mentions | Last Year Rank | Change |
|---|---|---|---|---|---|---|---|---|
| Swift | Technology | Language | language, mobile, ios, apple | 7 | 90 | 22 | 58 | -32 |
| AngularJS | Technology | Frontend | frontend, web, javascript, framework | 11 | 64 | 33 | 40 | -24 |
| CSS | Technology | Frontend | frontend, css, web, styling | 7 | 86 | 19 | 63 | -23 |
| Redux | Technology | Frontend | frontend, javascript, state-management, react | 9 | 78 | 22 | 57 | -21 |
| Elasticsearch | Technology | Database | database, search, storage, observability | 8 | 81 | 19 | 64 | -17 |
| Angular | Technology | Frontend | frontend, web, javascript, framework | 11 | 63 | 30 | 47 | -16 |
| Flask | Technology | Backend | backend, framework, python, web | 6 | 92 | 14 | 76 | -16 |
| iOS | Technology | Mobile | mobile, ios, swift, os | 20 | 43 | 50 | 28 | -15 |
| Express | Technology | Backend | backend, framework, javascript, node | 5 | 99 | 12 | 84 | -15 |
| SQL | Technology | Database | database, sql, query-language, language | 14 | 56 | 33 | 42 | -14 |
Target month: July 2022
Target postings: 524
Threads analyzed: 135