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Jobber/docs-site/docs/features/pipeline-run.md
ilia 9576c3d7a1 feat: workplace filter, job dedup, company skip docs, deploy notes 
- Add remote/orchestrator filter by workplace (remote, not remote, unknown) with URL param
- Expose isRemote on job list API; canonicalize URLs and source_job_id dedup on import
- Onboarding: optional VITE_SKIP_RXRESUME_ONBOARDING for RxResume-free onboarding
- Scoring UI + docs for company skip list; pipeline-run dedup note
- Vitest: TZ=UTC for stable time-based tests
- DEPLOY_GITEA_VM_CRON_TELEGRAM.md for VM/cron/Telegram ops

Made-with: Cursor
2026-04-04 14:44:52 -04:00

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id, title, description, sidebar_position
id title description sidebar_position
pipeline-run Pipeline Run How to use Run Mode (Automatic vs Manual), presets, source controls, and advanced run settings. 2

What it is

Pipeline Run is the Jobs-page run modal for starting either:

  • an Automatic pipeline run
  • a Manual one-job import

For end-to-end sequence, read Find Jobs and Apply Workflow. For manual import internals, read Manual Import Extractor.

Why it exists

The modal provides one place to control run volume, source compatibility, and processing aggressiveness before consuming compute/time.

It helps you:

  • choose speed vs depth with presets
  • avoid invalid source/country combinations
  • understand estimated run cost before starting

How to use it

  1. Open the Jobs page and use the top-right run control.
  2. Choose either Automatic or Manual tab.
  3. Configure required inputs and start run.

Automatic tab

Presets

Three presets set defaults for run aggressiveness:

  • Fast: lower processing volume, higher score threshold
  • Balanced: middle-ground defaults
  • Detailed: higher processing volume, lower score threshold

If values are edited manually, the UI shows Custom.

Country and source compatibility

  • Country selection affects which sources are available.
  • UK-only sources are disabled for non-UK countries.
  • Adzuna is available only for its supported countries and when App ID/App Key are configured in Settings.
  • Glassdoor can be enabled only when:
    • selected country supports Glassdoor
    • at least one Search city is set in Advanced settings

Incompatible sources are disabled with explanatory tooltips.

Advanced settings

  • Resumes tailored (topN)
  • Min suitability score
  • Max jobs discovered (run budget cap)
  • Search cities (optional multi-city input; required for Glassdoor)
  • Workplace type (Remote, Hybrid, Onsite)

Workplace type applies globally to the run across all search terms and locations.

Source behavior differs:

  • Hiring Cafe and startup.jobs support all three workplace types directly.
  • Indeed, LinkedIn, and Glassdoor are backed by JobSpy and only support strict remote filtering.
  • If workplace type is set to Remote only, JobSpy runs with a remote-only filter.
  • If Hybrid or Onsite is included, JobSpy sources remain enabled but may return broader results.

Search terms

  • Add terms with Enter or commas.
  • Multiple terms increase discovery breadth and runtime.
  • At least one search term is required.

Estimate and run gating

The footer estimate shows expected discovered jobs and resume-processing range.

Start run now is disabled when:

  • a run is already in progress
  • required save/run work is still in progress
  • no compatible sources are selected
  • no search terms are present

Manual tab

Manual mode opens direct import flow in the same modal.

Use it when you already have a specific job description or link and do not want full discovery.

For accepted input formats, inference behavior, and limits, see Manual Import Extractor.

Discovery deduplication

When new listings are imported, JobOps does not create a second database row if the job is already in your workspace (any status). Matching uses:

  • a canonical job URL (normalizes http/https, www, trailing slashes, common tracking query params, and sorts remaining query keys)
  • the pair source + source_job_id when the extractor provides an external id

Existing jobs keep their stored URL; new imports use the canonical form so the same role is not added again under a slightly different link.

To drop companies before import, configure a company skip list (blocked company keywords) in Settings → Scoring Settings. See Company skip list.

Common problems

Start button stays disabled

  • Ensure at least one search term is present.
  • Ensure at least one compatible source is selected.
  • Wait for active save/run operations to finish.

Glassdoor cannot be enabled

  • Verify selected country supports Glassdoor.
  • Set at least one Search city in Advanced settings.

Adzuna is not selectable

  • Set Adzuna App ID and Adzuna App Key in Settings > Environment & Accounts.
  • Verify the selected country is one of Adzuna's supported markets.

Run takes longer than expected

  • Reduce term count.
  • Use Fast preset or lower Max jobs discovered.
  • Disable high-cost source combinations where acceptable.

JobSpy results are broader than the selected workplace type

  • Indeed, LinkedIn, and Glassdoor only support strict remote filtering in this flow.
  • Use Remote only when you need JobSpy sources filtered tightly.
  • Hybrid or onsite selections are honored by Hiring Cafe and startup.jobs, but JobSpy-backed sources may still include broader results.

Related pages