search_jobs
Search AI/ML Jobs
Search curated AI/ML engineering roles for free. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience level, salary range, or keyword. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects organic results.
输入参数tagslevellimitquerycompanyjob_typelocationworkplacesalary_minglobal_remoteposted_within_days
Fetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL. Use after search_jobs to read a specific listing.
输入参数id必填
list_companies
List Top Hiring Companies
Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
输入参数limit
get_company
Get Company Profile
Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL. Use after list_companies or search_jobs to learn more about a specific employer.
输入参数slug必填
Current AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trending tags across jobs posted in the last 7 days. This is free index data and does not create a payment handoff.
无需输入参数。
match_jobs
Match Jobs to Candidate Profile
Rank active AI/ML jobs against a candidate profile for free. Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location matches, and description keyword hits. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects these matches.
输入参数levellimitskills必填job_typelocationworkplacesalary_maxsalary_min
get_salary_data
Get Salary Benchmarks
Salary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, median, p25, p75, min, max, and sample count. Useful for compensation research and negotiation.
输入参数taglevelcompanyworkplace
get_similar_jobs
Get Similar Jobs
Given a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type. Ranked by similarity score (tag overlap weighted 3x). Use after search_jobs to surface nearby roles — matches the /jobs/{id}/similar REST endpoint.
输入参数id必填limit
get_trending_companies
Get Trending Companies
Companies posting the most AI/ML jobs in the last N days. Complements get_stats trending_tags_7d — while that answers 'what skills are trending', this answers 'who's hiring most aggressively'. Returns company name/slug/logo plus the count of new jobs in the window.
输入参数dayslimit
list_tags
List Available Tags
Returns all available job tags/skills with the count of active jobs for each. Use to discover what tags are available for search_jobs filtering.
无需输入参数。
analyze_application_readiness
Analyze Application Readiness
Analyze candidate-verified evidence against one active job for $0 without requiring identity. The transient response reports covered and unsupported public job signals without an acceptance probability, does not persist candidate evidence, does not submit an application, and rejects hidden screening-model instructions.
输入参数job_id必填candidate_skillsevidence_bullets
compile_job_specific_resume
Compile a Job-Specific Resume Draft
Compile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence. Without identity, returns a transient non-persisted preview that cannot be approved or submitted. With a verified candidate key, saves an immutable draft hash plus a machine-readable candidate_review handoff and requires the agent to pause for explicit human review. Never submits or authorizes an application.
输入参数job_id必填candidate_skillsevidence_bullets必填
approve_compiled_application
Approve an Exact Compiled Application
Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job. Requires principal_authorized=true, costs the candidate $0, and does not submit an application.
输入参数artifact_id必填artifact_hash必填principal_authorized必填
apply_to_job
Submit a Confirmed Job Application
Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash. Requires the single-use approval authorization, an API key, and principal_authorized=true. Candidates and agents are never charged.
输入参数job_id必填compiled_artifact_id必填principal_authorized必填compiled_artifact_hash必填compiled_authorization_id必填
record_my_application_outcome
Record My Screening Progress
Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0. The receipt is candidate-reported, not employer-verified, creates no acceptance-rate claim, and never changes organic ranking.
输入参数outcome必填application_id必填principal_authorized必填
list_my_interview_outcomes
List My Interview Confirmations
List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created.
无需输入参数。
respond_to_interview_outcome
Confirm or Dispute an Interview Outcome
Record the authenticated candidate's independent response to an employer-reported interview. Requires explicit principal authorization. Confirmation can make a fixed employer fee billable; candidates and agents pay $0.
输入参数outcome_id必填principal_authorized必填candidate_confirms_interview必填
list_products
List Outcome-Based Employer Pilot
Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot. Candidates and agents pay $0; job discovery and the evidence-backed application workflow are free. The pilot is billable only after an owner-approved program, a verified candidate-authorized application, and independent employer and candidate interview confirmation. It never changes organic ranking.
无需输入参数。
quote_product
Quote Product
Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot. No candidate or agent is charged; legacy package, sponsorship, and Dossier product IDs are retired from agent commerce.
输入参数product_id
start_checkout
Request Outcome-Based Employer Pilot Review
Returns a non-charging owner-review request template for the Verified Interview Pilot only. It creates no request, program, candidate action, invoice, or charge. Employer identity, exact-role authority, and acknowledgement of the capped 30-day terms are required before a separate review request may be submitted.
输入参数companyproduct_idwork_emailemployer_namepilot_role_referencepilot_authority_assertedpilot_terms_acknowledged