HR & RECRUITING

Match Open Internal Roles to Employees' Growth Goals

When a new internal role opens in your HRIS, scores every employee against the role's required skills and stated career-growth goals.

CategoryHR & Recruiting
Enginesim
Difficultyintermediate
Triggerevent
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew role added to Notion roles databaseNotionNotion
  • ActionPull employee roster, skills, and growth goals from BigQueryGoogle BigQueryBigQuery
  • ActionScore each employee on skills overlap and goal fitOpenAI
  • LogicKeep candidates above fit threshold and rank them
  • OutputPost ranked redeployment shortlist to hiring manager in SlackSlack

What it does

Turns every newly opened internal req into a ranked shortlist of existing employees who could grow into it. It reads the role's required skills, compares them against each employee's current skills and the development goals they logged in their growth plan, and surfaces the people for whom this role is a natural next step instead of a stretch hire from outside.

When to use it

Run this whenever you want internal mobility to be the default before opening an external search. Ideal for HR business partners and talent teams who already capture skills and growth goals in Notion but have no automated way to connect them to open headcount.

How it works

  1. 1A new role row is created in the Notion roles database, firing the trigger.
  2. 2The flow pulls the full employee roster and their skills + growth-goal records from BigQuery.
  3. 3An OpenAI step scores each employee on skills overlap and goal alignment, returning a fit score and a one-line rationale.
  4. 4A logic step keeps only candidates above the fit threshold and ranks them.
  5. 5The ranked shortlist with rationales is posted to the hiring manager's Slack channel for review.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect NotionPages, databases, comments.
  2. 2
    Connect BigQueryDatasets, queries, schemas.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.