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IT Hiring Signals: Tech Stack from Job Postings

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Technographics from public Greenhouse, Lever and Ashby job postings: each job tagged with the technologies it mentions (Intune, Okta, AWS, ServiceNow, Kubernetes and 320+ more). Filter by title, location, date or tech category, get only new jobs, add per-company tech summaries as hiring signals.

Pricing

Pay per event

Rating

0.0

(0)

Developer

Scott Williams

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Total users

Monthly active users

17 hours ago

Last modified

Categories

Jobs

Lead generation

Companies (Greenhouse, Lever or Ashby boards)

companies

Optional

One entry per company: a board URL (https://boards.greenhouse.io/, https://jobs.lever.co/, https://jobs.ashbyhq.com/), an explicit 'greenhouse:', 'lever:' or 'ashby:', a bare slug or company name (the Actor tries Greenhouse, Lever and Ashby), or a careers page that embeds one of these boards. Other ATSs are skipped with a free 'unresolved' record. Up to 500 entries. Leave empty (with 'searchDirectory' off) for a demo run on 3 public example boards (ashby:ashby, greenhouse:gitlab, lever:palantir), at most 4 jobs (about $0.006).

Type:array

ATS for bare slugs

ats

Optional

How to read bare slugs such as 'stripe'. 'Auto-detect' probes Greenhouse, Lever and Ashby and keeps the board with the most jobs. URLs and 'ats:slug' entries ignore this setting.

Type:string

Default:auto

Options:

autogreenhouseleverashby

Also scan the built-in company directory

searchDirectory

Optional

Add boards from the bundled directory of verified public Greenhouse, Lever and Ashby boards (largest first). Use with filters and 'Max directory companies'.

Type:boolean

Default:false

Max directory companies

maxDirectoryCompanies

Optional

How many directory boards to add when the directory is on (largest first). 0 adds none.

Type:integer

Minimum:0

Maximum:200

Default:50

Use the built-in technology dictionary

useDefaultDictionary

Optional

Tag jobs with the bundled dictionary (328 technologies in 20 categories). Matching is whole-word; see the README for how ambiguous words are handled.

Type:boolean

Default:true

Extra technology terms

techKeywords

Optional

Your own terms, tagged with category 'custom'. Use 'Tag=alias1|alias2' to give one tag several spellings, e.g. 'Microsoft Graph=Graph API|MS Graph'. Up to 200 terms.

Type:array

Only jobs in these technology categories

techCategories

Optional

Keep only jobs that mention at least one technology in one of these categories. Leave empty to keep all.

Type:string[]

Only jobs mentioning these technologies

requiredTechTags

Optional

Keep only jobs tagged with at least one of these tags (exact tag names as they appear in techTags, case-insensitive), e.g. 'Microsoft Intune', 'Okta'.

Type:array

Only jobs with at least one technology

onlyTaggedJobs

Optional

Drop jobs that mention no technology from the dictionary (and are therefore not charged).

Type:boolean

Default:false

Include mention counts

includeTechMentions

Optional

Add techMentions (how many times each technology appears in the title and description) and techContext (requirement or mention, for each tag).

Type:boolean

Default:false

Title regex

titleFilter

Optional

Type:string

Title keywords (any)

keywords

Optional

Keep jobs whose title contains at least one of these words (case-insensitive).

Type:array

Exclude title keywords

excludeKeywords

Optional

Drop jobs whose title contains any of these words, e.g. 'intern'.

Type:array

Match title keywords in description too

searchInDescription

Optional

Also match 'Title keywords' against the description.

Type:boolean

Default:false

Locations (any)

locations

Optional

Keep jobs whose location contains one of these strings, e.g. 'London', 'United States', 'Remote'.

Type:array

Departments or teams (any)

departments

Optional

Keep jobs whose department or team contains one of these strings, e.g. 'IT', 'Security'.

Type:array

Remote only

remoteOnly

Optional

Keep only jobs marked or described as remote.

Type:boolean

Default:false

Posted within (days)

postedSinceDays

Optional

Keep jobs first published within this many days. Leave empty for all.

Type:integer

Minimum:1

Maximum:365

Keep jobs without a date

includeUndatedJobs

Optional

When 'Posted within' is set, keep jobs whose board gives no publish date.

Type:boolean

Default:true

Only new jobs

onlyNew

Optional

Return only jobs not returned by an earlier run that used the same state store. The first run returns everything. Seen jobs are remembered for 120 days.

Type:boolean

Default:false

Track first-seen dates

trackFirstSeen

Optional

Remember when each job was first seen, so isNew and firstSeenAt work across runs. Turn off to keep no state (isNew is then null).

Type:boolean

Default:true

State store name

stateStoreName

Optional

Named key-value store that holds seen-job history. Use different names for separate monitors.

Type:string

Default:it-hiring-signals-state

Add a summary row per company

includeCompanySummaries

Optional

After the jobs, add one row per board read: jobs read and returned, the number of jobs with at least one tag, and the top 15 technologies. Counts cover the jobs returned in this run. Charged as 'company-summary'.

Type:boolean

Default:false

Include job description text

includeDescription

Optional

Keep the plain-text description in each row (contact e-mails and phone numbers are masked). Off by default to keep rows small; tagging always reads the description.

Type:boolean

Default:false

Max jobs per company

maxJobsPerCompany

Optional

Stop after this many matching jobs per board. 0 means no per-board limit.

Type:integer

Minimum:0

Maximum:5000

Default:0

Max jobs in total

maxTotalJobs

Optional

Stop the run after this many jobs (summary rows not counted). Default 1,000, hard cap 20,000. The form is prefilled with 4 for a cheap demo run; raise it for real runs.

Type:integer

Minimum:1

Maximum:20000

Default:1000

Boards read in parallel

maxConcurrency

Optional

How many boards are read at the same time. Requests to each API host are always spaced at least 0.25 s apart and follow robots.txt crawl-delay.

Type:integer

Minimum:1

Maximum:10

Default:4

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