Resume Screening Automation on BambooHR, Powered by AI
For small HR teams that hire inside BambooHR's applicant tracking: an agent that reads each new application against the job opening's must-haves, leaves a screening note on the applicant, and moves nobody forward or out without a person.
17 applications screened on 2 openings. One cleared every must-have:
Checked against the must-haves
- • Forklift: current certification listed, issued Mar 2025. Weekend availability: 'Yes, Sat and Sun' in application question 3.
- • Shift leadership: led a 9-person night shift at a regional distributor, Jun 2022 to present.
- • Not stated: whether he can start before Oct 14. Suggest asking on the phone screen.
Can an AI agent screen resumes in BambooHR?
Yes, for companies using BambooHR's hiring module.
- 01
Trigger fires
When an application arrives on a job opening, the agent reads the resume and the answers to your application questions, then checks them against the must-haves you wrote for that opening, such as a license, a shift pattern or years with a specific tool.
- 02
Read the resume and application question answers
It adds a short screening note to the applicant's record with what matched and what was missing, and suggests a status like 'Reviewed' or 'Phone screen'.
- 03
Check each must-have for that job opening
The hiring manager sees the note inside BambooHR.
- 04
Add a screening note to the applicant record
Declines are never sent automatically: a rejected-looking applicant waits in a review queue until a person decides.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read the resume and application question answers
- 2Check each must-have for that job opening
- 3Add a screening note to the applicant record
- 4Suggest a status and alert the hiring manager
How it connects
Connect BambooHR. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect BambooHR with one click, and resume screening runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- BambooHRConnect
- SlackConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What BambooHR + DeskFerry can do
Real BambooHR actions your AI agent can perform automatically — no manual work required.
Onboard new employees
Trigger onboarding workflows when a new hire is added to BambooHR, provisioning accounts and sending welcome materials.
Track time-off requests
Sync leave requests and approvals from BambooHR to team calendars and payroll systems automatically.
Update employee records
Push profile changes, role updates, and department transfers in BambooHR to all connected HR and IT systems.
Run payroll calculations
Pull attendance, overtime, and benefits data from BambooHR to prepare accurate payroll inputs each cycle.
Manage performance reviews
Schedule review cycles in BambooHR, collect feedback from reviewers, and compile summaries for managers.
Post job openings
Publish approved job listings from BambooHR to multiple job boards and career pages simultaneously.
Screen applicant resumes
AI parses incoming applications in BambooHR and scores candidates against role requirements and qualifications.
Offboard departing employees
Trigger offboarding checklists when an employee exits BambooHR, revoking access and recovering company assets.
Priya S. has no Excel experience listed, a must-have. Resume mentions 'reporting in Google Sheets'. Your call.
Attachment is a phone photo of a printed page, mostly cut off. Application answers look strong.
Same email applied to this opening in July and was marked 'Not a fit'. Screening note drafted, not added.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Laura9:52 AM
Moved Andre W. to 'Phone screen' and booked a call for Tuesday.
- Agent9:41 AM
Posted Andre W. to #hiring as meeting all three must-haves for Warehouse Lead.
- Agent9:40 AM
Added screening note to Andre W.'s application in BambooHR.
- Agent9:36 AM
Held a suggested decline for Priya S. on Office Coordinator.
Reason: The resume describes spreadsheet work in Google Sheets, which may satisfy the Excel requirement. A person should decide.
- Agent9:31 AM
Read 17 new applications across Warehouse Lead and Office Coordinator.
How it works
Get started in three steps
Step 01
Connect BambooHR and Slack
Give the agent access to your BambooHR hiring data with an API key from a user who can see the job openings you want screened.
Step 02
Write the must-haves per opening
In plain English, list what each role truly requires and what is only a bonus. The agent screens against your words, not a generic scoring model.
Step 03
Decide on the edge cases
Clear matches are flagged to the hiring manager. Anyone who looks like a decline, and any resume it can't read, waits for a person.
Start automating Resume Screening for BambooHR
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
Does this need a separate ATS like Greenhouse or Lever?
No. It works with the applicant tracking built into BambooHR: job openings, applications, application questions and statuses. If you do use a separate ATS and only move hires into BambooHR, the screening belongs in that ATS instead.
Will it reject candidates automatically?
No. The agent can suggest a status, but any move toward 'Not a fit' waits in the review queue for a person, and it never sends a decline email. Moving a strong applicant forward can be automatic if you turn that on for a specific opening.
What does it look at when screening?
The resume attachment, the answers to your application questions, and the must-haves you wrote for that opening. You can tell it to disregard names, photos, graduation years and anything else outside your criteria, and each note quotes the evidence it used.
Where do the screening results show up?
As a note on the applicant's record in BambooHR, so the hiring manager sees it next to the resume. You can also have the agent post clear matches to a Slack channel or email a daily summary per opening.
Does candidate data leave BambooHR?
The agent reads applications in BambooHR and writes its notes back there. Resumes are not copied into another database, and every read, note and status suggestion is recorded in the audit log with the applicant and time.
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