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Early-Career Software Engineers Who Started After 2020

Software engineers in the United States whose first recorded position started in 2021 or later, so about five years of experience or less: 99,391 people on 31 October 2026. For graduate hiring, bootcamp and training outreach, and junior talent pools. Move the start year to change the experience band, or switch Mode to count to size the pool for free first.

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LinkedIn People Search Scraper: Emails, No Cookies, 35+ Filters
LinkedIn People Search Scraper: Emails, No Cookies, 35+ Filtersb2bsearch/people-database-search
Status
Input
Name
Job title
+19 fields
Text
Number
Boolean
List
Object

Input

What to return:people
Countries:us
Job title keywords:software engineer
Career started in or after:2021
Maximum result rows (limited for free users):100
How much to return per person:row

Output fields

Status
Input
Name
Job title
Company
Company domain
Primary title
Primary company
Country
Personal email
Work email
Low signal
Profile
Best email
Email type
Phone
Detail
Note
Employer unconfirmed
Preview total
Count capped
Details
Person ID

How it works

Sign up on Apify or log in

The LinkedIn People Search Scraper: Emails, No Cookies, 35+ Filters Actor is ready to run with the inputs already set for "Early-Career Software Engineers Who Started After 2020". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Early-Career Software Engineers Who Started After 2020" task

The LinkedIn People Search Scraper: Emails, No Cookies, 35+ Filters Actor will start running based on the input automatically. You can also change all the input fields, like what to return, countries, and more, to match your specific use case.

Receive the "Early-Career Software Engineers Who Started After 2020" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as status, input, name, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Early-Career Software Engineers Who Started After 2020" task via API.

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Integrate "Early-Career Software Engineers Who Started After 2020" into your workflow

Connect "Early-Career Software Engineers Who Started After 2020" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay

Frequently asked questions

The early-career engineers task uses the year of each person's first recorded position. A start in 2021 or later means about five years of experience or less in 2026.

Set Career start year min and max in the early-career engineers task, for example 2021 and 2023 for roughly 3 to 5 years in 2026. Both bounds are years of the first recorded position.

Change Title keywords in the early-career engineers task to any role, such as data analyst or account executive. The career start filter works on every profile with a dated first position.

The early-career engineers task matched 99,391 US profiles on 31 October 2026. Set Mode to count to recount for free, or market for the breakdown by city, employer and title.