Generated locally from 135 historical hiring threads with the expanded Go dictionary.
Generated on Sunday, June 21, 2026 from the target Hacker News thread.
History chart
Selected terms
Category, family, tags, and latest month metrics.
| Term | Kind | Family | Tags | Latest count | Latest % | Latest rank | Total mentions |
|---|
Geography
| Location | Weighted | Mentions | Companies | Top City | Work Mode Mix |
|---|
This page was generated by the Go pipeline for July 2022 and analyzed 523 comments in the target thread.
Compared with the previous hiring thread, posting volume changed from 724 to 523 (-27.8%).
Compared with the same month one year earlier, posting volume changed from 878 to 523 (-40.4%).
Top term this month: Remote at rank 1 with 396 mentions (75.72% of postings).
Strongest year-over-year gainer in this run: ETL (+100 rank positions).
Largest year-over-year drop in this run: Swift (-34 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 | 13 | +2 | 15 | +4 |
| PostgreSQL | Technology | Database | database, sql, storage, backend | 12 | 10 | -2 | 11 | -1 |
| Go | Technology | Language | language, backend, systems, cloud | 13 | 12 | -1 | 13 | 0 |
| Machine Learning | Technology | AI / Machine Learning | ai, ml, data-science, algorithms | 14 | 14 | 0 | 14 | 0 |
| 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 | 96 | 2 | 196 | +100 |
| Apache | Technology | Infrastructure | infrastructure, web-server, backend, apache | 6 | 90 | 4 | 144 | +54 |
| ECS | Technology | Cloud | cloud, container, aws, infrastructure | 5 | 95 | 4 | 148 | +53 |
| Observability | Technology | SRE | sre, observability, monitoring, devops | 8 | 82 | 5 | 133 | +51 |
| Tailwind | Technology | Frontend | frontend, css, web, framework | 5 | 102 | 5 | 137 | +35 |
| Distributed Systems | Technology | Distributed Systems | distributed, backend, infrastructure, architecture | 14 | 50 | 13 | 79 | +29 |
| GitLab | Technology | Tooling | developer-tooling, version-control, ci, vcs | 8 | 81 | 7 | 109 | +28 |
| Flutter | Technology | Mobile | mobile, frontend, dart, cross-platform | 7 | 86 | 6 | 114 | +28 |
| PyTorch | Technology | AI / Machine Learning | ai, ml, deep-learning, python | 9 | 75 | 8 | 101 | +26 |
| web3 | Technology | Distributed Systems | distributed, crypto, web3, blockchain | 11 | 68 | 9 | 93 | +25 |
| Tech | Kind | Family | Tags | Mentions | Rank | Last Year Mentions | Last Year Rank | Change |
|---|---|---|---|---|---|---|---|---|
| Swift | Technology | Language | language, mobile, ios, apple | 7 | 89 | 22 | 55 | -34 |
| CSS | Technology | Frontend | frontend, css, web, styling | 7 | 85 | 19 | 61 | -24 |
| Angular | Technology | Frontend | frontend, web, javascript, framework | 11 | 62 | 33 | 40 | -22 |
| Redux | Technology | Frontend | frontend, javascript, state-management, react | 9 | 76 | 22 | 54 | -22 |
| Elasticsearch | Technology | Database | database, search, storage, observability | 8 | 79 | 19 | 62 | -17 |
| Flask | Technology | Backend | backend, framework, python, web | 6 | 91 | 14 | 75 | -16 |
| iOS | Technology | Mobile | mobile, ios, swift, os | 20 | 43 | 50 | 28 | -15 |
| Spark | Technology | Processing | batch-processing, stream-processing, distributed, data-engineering | 8 | 84 | 16 | 70 | -14 |
| Express | Technology | Backend | backend, framework, javascript, node | 5 | 97 | 12 | 83 | -14 |
| SQL | Technology | Database | database, sql, query-language, language | 14 | 55 | 33 | 42 | -13 |
Target month: July 2022
Target postings: 523
Threads analyzed: 135