How to Map Job Titles to Departments with Scoro - UNPUBLISHED DRAFT

Use natural language processing to easily map a contact's title to their respective department.
mugshot Chris Shuptrine
Mar 2024
job department mapping with ai

Understanding a lead’s department (Engineering, Product, etc.) is crucial for analysis, routing, and scoring within Scoro. However, turning this data into actionable insights is challenging.

Often, you might only have the contact’s title, such as from a form submission. And although titles provide valuable data, they are not ideal for automation purposes. For example, let’s say you wanted to set up rules so that anyone who worked in Finance would be routed to Peggy, your finance-specific AE.

job department automation

Setting up this automation using just someone’s title would be hard, if not impossible. You’d have to set up rules like, “Route to Peggy if the contact’s title contains ‘finance’, ‘accountant’, or ‘CFO’.”

job title automation

This would catch many leads, but not titles like:

  • VP of Finane (misspelling)
  • Head of Dollars & Cents (some random startup title)
  • Accounting Intern (variation of ‘accountant’)

Many leads would slip through the cracks, and it’s a game of Whac-A-Mole to catch every edge case.

Fortunately, there’s a better solution: you could map titles to their department using natural language processing (NLP), the same machine learning tool that powers automated translation, text sentiment analysis, and more. NLP can ingest any title and predict its corresponding department, even if it’s never seen that exact phrase before.

You can see this AI in action here and below. Just type in a title to see how it works.

Connecting this functionality to Scoro is easy. This guide will walk you through it. At a high level, it involves signing up for (1) Zapier, a marketing automation tool, and (2) Nyckel, a machine learning tool with a premade Job Department model.

How to Use Scoro to Map Titles to Job Departments

You’ll set up automation using Zapier that will send a contact’s work title from Scoro to Nyckel for department classification. When that’s done, Zapier will then automatically update the contact’s Scoro record with the right department.

Once that department field is populated, you can now use it for routing, sourcing, and/or analysis.

zapier automation
(DRAFT NOTE = We can update this to Scoro's icons)

First, set up Nyckel

Unless you have more than 1,000 leads a month, Nyckel is free to set-up and use.

  1. Create a free account on Nyckel.
  2. Email sales@nyckel.com and request access to the “Job Department Mapping” tool. It’s free, but they have to enable it.

Next, prep the Scoro record

You’ll want to make sure your contact record has the below fields.

  • Title (input)
  • Department (output)

Both of these should be open text fields, and it doesn’t matter what they are exactly named.

Finally, integrate via Zapier

This requires the Zapier Starter plan (the basic paid plan), as you need multi-step Zaps.

(1) Use Zapier’s AI prompt and use the text below.

I want to link Scoro to Nyckel and back. When a contact’s “title” field is updated, I want to send that title to Nyckel for classification. The result from Nyckel should then update the “department” field from same record.

zapier prompt

This will create the Zap’s framework.

(2) After that’s created, go through each step to authenticate your credentials.

(3) For the Nyckel step, make sure that:

  • Action Event = Classify
  • Input Data = The input “Title” field from Step 1
  • Function = Choose the “Job Department Mapping” function
nyckel zapier

(4) For the final step that updates Scoro:

  • Update the “Department” field with “Label Name” from Step 2 (Nyckel’s response).
nyckel zapier

(5) Save

Now, any time a new contact is created in Scoro, Zapier will send their title to Nyckel to be classified. The predicted job department will then be sent back to Scoro automatically.

From there, you can use this data for routing, sourcing, analysis, and more.

job department automation

Currently the outputs are limited to 11 departments, but if you’re interested in a custom list, you can contact Nyckel.

  1. Engineering
  2. Finance/Procurement
  3. Marketing
  4. Sales/BD
  5. HR/Operations
  6. Client Success
  7. Data/Research
  8. Consultants
  9. Legal
  10. PM/Product Design
  11. Founder/CEO

Want to build your own classifier in just minutes?

You get 1,000 classifications a month for free. Pay only when you scale. No credit card required.

Start for free Get a demo