January 20, 4:01 pm
Markets often react late to real growth. By the time revenue inflects or guidance is raised, the stock has usually moved. What tends to show up earlier is what’s happening inside a company: how fast it’s hiring, how aggressively it’s opening new roles, and how employees feel about the business.
Using alternative data, we screened for stocks where all three internal growth signals are flashing green:
The result is a focused list of 15 growth stocks that look operationally ready for the next phase of expansion. Some have already seen sharp stock price moves. Others look earlier in the cycle.
Before diving into the full list, let’s break down what these signals reveal, and why they matter.
Hiring at scale is one of the clearest signs a company is moving beyond planning and into execution. In our top growth stocks, employee growth ranges from ~20% to over 100% year-over-year, signaling expanding teams, new initiatives, and higher internal confidence.
A few standouts:
Why this matters:
Sustained headcount growth filters out “story stocks.” It suggests budgets are approved, leadership is committing capital, and operations are scaling - conditions that tend to support longer-lasting stock moves.
If employee growth shows what has happened, job postings show what’s about to happen.
Across this list, job postings growth exceeds 10% year-over-year for every company, with several showing triple-digit increases. That level of hiring demand usually signals upcoming launches, production ramps, or geographic expansion.
A few standouts:
Why this matters:
Job postings are one of the earliest forward-looking signals available. They often turn up months before revenue acceleration shows up in financial statements.
Rapid hiring alone isn’t enough. If employees don’t believe in the company’s direction, growth can stall.
Every stock in this group shows an employee business outlook above 70, with several scoring in the 80s - levels typically associated with strong morale, leadership confidence, and belief in future performance.
A few standouts:
Why this matters:
High employee outlook scores are often associated with lower churn and stronger execution during periods of expansion. When companies are hiring aggressively while employees remain confident in leadership and direction, the risk of inefficient or disrupted growth is meaningfully reduced.
| Company | Jobs YoY | Headcount YoY | Biz Outlook | Price YoY | |
|---|---|---|---|---|---|
|
Intuitive MachinesLUNR |
506.7% | 26.2% | 82 | 13.9% |
|
Archer AviationACHR |
184.8% | 33.7% | 71 | 11.4% |
|
Atlantic UnionAUB |
157.1% | 60.3% | 86 | 6.5% |
|
Gilat Satellite NetworksGILT |
111.8% | 57.2% | 81 | 154% |
|
InsuletPODD |
106.6% | 30.4% | 72 | 3.2% |
|
AeroVironmentAVAV |
105.6% | 110.1% | 76 | 78.7% |
|
SoFiSOFI |
86.6% | 27.5% | 83 | 42.6% |
|
MannkindMNKD |
75.0% | 45.0% | 72 | 6.8% |
|
SamsaraIOT |
62.0% | 20.3% | 75 | 32.6% |
|
IonQIONQ |
48.3% | 44.1% | 77 | 6.3% |
|
Revolution MedicinesRVMD |
34.3% | 66.2% | 88 | 191% |
|
AMDAMD |
31.9% | 36.1% | 81 | 106% |
|
Cyberark SoftwareCYBR |
26.1% | 30.1% | 81 | 25.2% |
|
QualysQLYS |
11.3% | 23.0% | 71 | 5.4% |
|
PalantirPLTR |
10.2% | 23.3% | 72 | 128% |
The companies highlighted above share a common trait: internal growth is accelerating across multiple dimensions at the same time. Rising job postings signal near-term expansion, growing employee headcount confirms execution is underway, and a strong employee business outlook suggests teams believe in the direction of the business. When all three align, it often points to companies actively building for growth.
Two stocks stand out on these signals. Intuitive Machines (LUNR) shows exceptional job postings growth, solid headcount expansion, and a high employee outlook score - indicating continued operational momentum following recent milestones. Archer Aviation (ACHR) also scores highly across all three indicators, reflecting sustained investment in hiring and execution as it moves closer to commercialization.
Not every stock on this list will break out immediately, and price moves can arrive at different times. But tracking jobs growth, headcount expansion, and employee sentiment together helps surface companies where growth is being built internally - often before it fully shows up in financial results or market narratives.
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