Generated locally from 127 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 November 2021 and analyzed 942 comments in the target thread.
Compared with the previous hiring thread, posting volume changed from 771 to 942 (22.2%).
Compared with the same month one year earlier, posting volume changed from 692 to 942 (36.1%).
Top term this month: Remote at rank 1 with 738 mentions (78.34% of postings).
Strongest year-over-year gainer in this run: web3 (+187 rank positions).
Largest year-over-year drop in this run: TensorFlow (-41 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-20211101-go.js and summary-20211101-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 |
| React | Technology | Frontend | frontend, web, javascript, framework | 3 | 4 | +1 | 3 | 0 |
| Full Stack | Work Attribute | Work Area | frontend, backend, work-area, fullstack | 4 | 6 | +2 | 7 | +3 |
| Back End | Work Attribute | Work Area | backend, work-area, server-side, architecture | 5 | 3 | -2 | 4 | -1 |
| Front End | Work Attribute | Work Area | frontend, work-area, ui, client-side | 6 | 5 | -1 | 6 | 0 |
| Python | Technology | Language | language, backend, ml, data | 7 | 8 | +1 | 8 | +1 |
| Onsite | Work Attribute | Work Mode | onsite, work-mode, role, location | 8 | 7 | -1 | 5 | -3 |
| AWS | Technology | Cloud | cloud, cloud-provider, infrastructure, amazon | 9 | 10 | +1 | 9 | 0 |
| TypeScript | Technology | Language | language, frontend, backend, javascript | 10 | 9 | -1 | 11 | +1 |
| PostgreSQL | Technology | Database | database, sql, storage, backend | 11 | 13 | +2 | 10 | -1 |
| Go | Technology | Language | language, backend, systems, cloud | 12 | 15 | +3 | 14 | +2 |
| Node.js | Technology | Backend | backend, javascript, runtime, v8 | 13 | 12 | -1 | 17 | +4 |
| Cloud | Technology | Cloud | cloud, infrastructure, hosting | 14 | 11 | -3 | 13 | -1 |
| DevOps | Work Attribute | Work Area | devops, infrastructure, work-area, culture | 15 | 19 | +4 | 18 | +3 |
| Machine Learning | Technology | AI / Machine Learning | ai, ml, data-science, algorithms | 16 | 14 | -2 | 12 | -4 |
| Security | Technology | Security | security, infosec, cybersecurity | 17 | 16 | -1 | 16 | -1 |
| JavaScript | Technology | Language | language, frontend, backend, web | 18 | 17 | -1 | 15 | -3 |
| Rails | Technology | Backend | backend, framework, ruby, web | 19 | 23 | +4 | 21 | +2 |
| Kubernetes | Technology | Infrastructure | kubernetes, container, orchestration, distributed | 20 | 20 | 0 | 27 | +7 |
| Tech | Kind | Family | Tags | Mentions | Rank | Last Year Mentions | Last Year Rank | Change |
|---|---|---|---|---|---|---|---|---|
| web3 | Technology | Distributed Systems | distributed, crypto, web3, blockchain | 11 | 89 | 1 | 276 | +187 |
| Tailwind | Technology | Frontend | frontend, css, web, framework | 8 | 104 | 1 | 263 | +159 |
| Snowflake | Technology | Database | database, warehouse, cloud, analytics | 7 | 114 | 1 | 257 | +143 |
| TDD | Process | Methodology | testing, process, agile, methodology | 5 | 135 | 1 | 264 | +129 |
| R | Technology | Language | language, data, statistics, ml | 5 | 133 | 1 | 252 | +119 |
| Laravel | Technology | Backend | backend, framework, php, php-framework | 7 | 111 | 2 | 178 | +67 |
| S3 | Technology | Storage | cloud, storage, object-storage, aws | 10 | 95 | 3 | 159 | +64 |
| dbt | Technology | Data Engineering | data-engineering, analytics, sql, transformation | 7 | 107 | 2 | 169 | +62 |
| Git | Technology | Tooling | developer-tooling, version-control, vcs, tooling | 14 | 79 | 4 | 137 | +58 |
| Webpack | Technology | Frontend | frontend, build, javascript, build-tool | 5 | 136 | 2 | 191 | +55 |
| Tech | Kind | Family | Tags | Mentions | Rank | Last Year Mentions | Last Year Rank | Change |
|---|---|---|---|---|---|---|---|---|
| TensorFlow | Technology | AI / Machine Learning | ai, ml, deep-learning, google | 7 | 115 | 12 | 74 | -41 |
| Apache | Technology | Infrastructure | infrastructure, web-server, backend, apache | 5 | 131 | 8 | 92 | -39 |
| Flask | Technology | Backend | backend, framework, python, web | 6 | 123 | 9 | 86 | -37 |
| GitLab | Technology | Tooling | developer-tooling, version-control, ci, vcs | 6 | 124 | 9 | 87 | -37 |
| Deep Learning | Technology | AI / Machine Learning | ai, ml, deep-learning, neural-networks | 13 | 80 | 22 | 47 | -33 |
| Scala | Technology | Language | language, backend, jvm, data-engineering | 15 | 76 | 23 | 45 | -31 |
| DynamoDB | Technology | Database | database, nosql, cloud, aws | 7 | 108 | 11 | 77 | -31 |
| Spring | Technology | Backend | backend, framework, java, jvm | 5 | 134 | 7 | 103 | -31 |
| Pandas | Technology | AI / Machine Learning | data-science, python, analytics, data-analysis | 6 | 129 | 7 | 101 | -28 |
| Jenkins | Technology | Tooling | ci, devops, developer-tooling, ci-cd | 6 | 125 | 7 | 100 | -25 |
Target month: November 2021
Target postings: 942
Threads analyzed: 127