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Jobs reference

Subcommands: indeed-listing, indeed-job, glassdoor-listing, glassdoor-job. Indeed: 5 credits. Glassdoor: 10 credits.

*-listing searches by query/location; *-job deep-dives a specific posting by URL or ID.

indeed-listing

hasdata indeed-listing \
  --query "backend engineer" --location "Remote" \
  [--days-since-posted 7] [--job-type fulltime|parttime|contract|temporary|internship] \
  [--remote] [--page 1] \
  --raw | jq '.jobs[] | {title, company, location, posted, salary, url}'

Other flags worth knowing:

--salary-min N / --salary-max N
--experience-level entry|mid|senior
--sort relevance|date
--country us|gb|ca|de|fr|...

indeed-job

hasdata indeed-job --url "https://www.indeed.com/viewjob?jk=..." --raw | jq .

Or --job-key JK. Returns full description, company info, benefits, hiring insights, similar jobs.

glassdoor-listing

hasdata glassdoor-listing --keyword "data scientist" --location "Boston" --raw \
  | jq '.jobs[] | {title, employer, salary_estimate, rating}'

Glassdoor includes employer ratings and salary estimates per result. Use this when the user cares about employer reputation alongside the role.

glassdoor-job

hasdata glassdoor-job --url "https://www.glassdoor.com/Job/jobs.htm?...JV=..." --raw | jq .

Returns full posting plus employer rating breakdown, recent reviews, salary estimate range, interview difficulty.

Non-obvious use cases

Salary-negotiation research — indeed-listing --query ROLE --location CITY then jq '[.jobs[].salary | select(.)] | sort_by(.min)' to build a defensible range before a comp conversation.
"Should I move for this job?" — same role across 3–5 cities; compare median salaries to local cost of living.
Hiring-pattern intel on a competitor — indeed-listing --query "company:NAME" (or use glassdoor-listing filtered by employer) returns recent postings; surfaces what teams are growing, what stack they're on, what locations they're in.
"Are they really hiring or is this a ghost job?" — indeed-job --url X --raw | jq '.posted_at'. Postings older than 60 days that haven't been refreshed are often ghosts.
Stack popularity by region — indeed-listing --query "Rust" --location "Berlin" vs --location "San Francisco" to compare absolute postings and salary deltas for a specific tech.
Career-pivot research — indeed-listing --query "TARGET ROLE" --raw | jq -r '.jobs[].description' then summarize the most-required skills with an LLM. Reveals the actual gap, not what bootcamps claim.
Employer reputation deep-dive — glassdoor-listing returns ratings inline; glassdoor-job returns recent reviews + interview difficulty. Use before applying or accepting.
Remote-job filter — --remote on indeed-listing cuts to fully-remote postings; use --country gb etc. to find role markets that are remote-friendly outside the US.
Visa-friendly employer detection — search indeed-listing --query "ROLE H1B sponsorship" or --query "ROLE relocation" — listings that mention these are more likely to support visa transfers.
Internship-only filter — --job-type internship on indeed-listing for early-career searches.
Salary-band reverse engineering — Glassdoor's salary_estimate is an estimate; cross-check by sampling 5–10 indeed postings for the same role/title in the same city and computing your own median.
"Who's leaving Company X?" — glassdoor-listing --keyword "previously at: COMPANY" is a stretch query but sometimes surfaces postings where ex-employees describe their transition.
Detect layoffs before the news — sudden surge in indeed-listing --query "ex-COMPANY" postings in a region often precedes the announcement.
Negotiation prep — interview difficulty — glassdoor-job --url X --raw | jq '.interview_difficulty, .interview_experiences[]' shows how previous candidates rated the process.

Common patterns

# Salary distribution for a role
hasdata indeed-listing --query "senior python developer" --location "New York, NY" \
  --raw | jq '[.jobs[].salary | select(. != null)] | unique'

# Compare same role on both platforms
for src in indeed-listing glassdoor-listing; do
  echo "=== $src ==="
  hasdata "$src" --query "platform engineer" --location "SF" --raw \
    | jq '.jobs[:5][] | {title, company: (.company // .employer), location}'
done

Start with Indeed for breadth; escalate to Glassdoor when employer ratings or interview-difficulty data are needed.

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