Bubble Lab
https://bubblelab.aiThe ops super-employee in Slack
Bubble Lab lets companies deploy Pearl, an ops super-employee that lives in Slack. Pearl connects to SaaS tools like Notion, Jira, HubSpot, Stripe, and Google Workspace so teams can simply ask for work to happen — generating reports, updating CRMs, or chasing invoices. Tasks start as flexible AI agents, but when they become repeatable, Bubble Lab automatically converts them into deterministic workflows that run instantly, reliably, and at zero cost. Operations teams use Bubble Lab to eliminate manual work and scale operations without scaling headcount. Already trusted by thousands of operators across BizOps, RevOps, and fast-growing teams.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies