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Signal-Based Risk Scoring

Layoff Predictor

Identify companies at elevated risk of workforce reductions using historical layoff patterns, recency signals, and industry density analysis. Scores are probabilistic estimates, not forecasts.

Last checked: September 25, 2026·Most recent layoff event: September 23, 2026

Computed company risk rankings — see which employers show the strongest signals of cutting headcount next.

Check your own risk
57 companies
Analyzing 57 companies·12 high/critical risk·Outlook: next 12 months

Company Risk Rankings

Oracle

TechnologyBengaluru, Karnataka, India, Austin, Texas, United States
high
Risk Score70/100
9,000 total employees affected — large-scale impact
Most recent layoff within 30 days — restructuring is actively ongoing
9,000 affected
Last: Sep 2026

Amazon

TechnologySeattle, WA, United States, Seattle, Washington, United States, Seattle, WA
high
Risk Score65/100
16,269 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
16,269 affected
Last: May 2026

Google

TechnologyMountain View, CA, United States, Mountain View, CA
high
Risk Score65/100
24,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
24,000 affected
Last: Jun 2026

Microsoft

TechnologyRedmond, WA, United States, Redmond, WA
high
Risk Score65/100
20,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
20,000 affected
Last: Jun 2026

Salesforce

TechnologySan Francisco, CA, United States, San Francisco, CA
high
Risk Score65/100
11,500 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
11,500 affected
Last: May 2026

Meta

TechnologyMenlo Park, CA, United States, Menlo Park, CA
high
Risk Score65/100
12,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
12,000 affected
Last: Apr 2026

Legal & General

FinanceLondon, England, United Kingdom
high
Risk Score55/100
1,000 total employees affected — large-scale impact
Most recent layoff within 30 days — restructuring is actively ongoing
1,000 affected
Last: Sep 2026

Booksy

TechnologyWarsaw, Masovian Voivodeship, Poland
high
Risk Score55/100
Most recent layoff within 30 days — restructuring is actively ongoing
200 affected
Last: Sep 2026

PayPal

FinanceSan Jose, California, United States
high
Risk Score55/100
Layoff within last 90 days — elevated near-term risk
485 affected
Last: Sep 2026

Uber

TransportationSan Francisco, California, United States, San Francisco, CA, United States
high
Risk Score55/100
5,300 total employees affected — large-scale impact
Layoff within last 90 days — elevated near-term risk
5,300 affected
Last: Sep 2026

Infosys

TechnologyBengaluru, Karnataka, India
high
Risk Score55/100
25,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
25,000 affected
Last: May 2026

Wipro

TechnologyBengaluru, Karnataka, India
high
Risk Score55/100
12,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
12,000 affected
Last: Apr 2026

The Trade Desk

TechnologyVentura, California, United States
medium
Risk Score50/100
Layoff within last 90 days — elevated near-term risk
585 affected
Last: Sep 2026

HCL Technologies

TechnologyNoida, Uttar Pradesh, India
medium
Risk Score50/100
8,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
8,000 affected
Last: May 2026

IBM

TechnologyArmonk, NY, United States
medium
Risk Score50/100
3,800 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
3,800 affected
Last: Apr 2026

Tech Mahindra

TechnologyPune, Maharashtra, India
medium
Risk Score50/100
5,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
5,000 affected
Last: Apr 2026

Cisco

TechnologySan Jose, CA, United States
medium
Risk Score50/100
5,500 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
5,500 affected
Last: Apr 2026

Snap

TechnologySanta Monica, CA, United States, Santa Monica, CA
medium
Risk Score50/100
2,600 total employees affected — large-scale impact
2,600 affected
Last: Nov 2025

Samsung Electronics

SemiconductorSeoul, South Korea
medium
Risk Score45/100
Most recent layoff within 30 days — restructuring is actively ongoing
100 affected
Last: Sep 2026

Tesla

AutomotiveAustin, TX, United States
medium
Risk Score45/100
10,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
10,000 affected
Last: Apr 2026

HSBC

FinanceLondon, England, United Kingdom
medium
Risk Score45/100
8,000 total employees affected — large-scale impact
Layoff within 6 months — risk still elevated
8,000 affected
Last: Apr 2026

Accenture

TechnologyNew York, NY, United States
medium
Risk Score45/100
19,000 total employees affected — large-scale impact
19,000 affected
Last: Mar 2026

Coinbase

FinanceSan Francisco, CA, United States, San Francisco, CA
medium
Risk Score45/100
4,000 total employees affected — large-scale impact
4,000 affected
Last: Dec 2025

Bitcoin Suisse

FinanceZug, Zug, Switzerland
medium
Risk Score40/100
Most recent layoff within 30 days — restructuring is actively ongoing
60 affected
Last: Sep 2026

PhonePe

FinanceBengaluru, Karnataka, India
medium
Risk Score40/100
Most recent layoff within 30 days — restructuring is actively ongoing
7 affected
Last: Sep 2026

Zscaler

TechnologySan Jose, California, United States
medium
Risk Score40/100
Layoff within last 90 days — elevated near-term risk
0+ affected
Last: Sep 2026

Wonder

Food DeliveryNew York, New York, United States
medium
Risk Score40/100
Layoff within last 90 days — elevated near-term risk
150 affected
Last: Sep 2026

Synopsys

SemiconductorSunnyvale, California, United States
medium
Risk Score40/100
Layoff within last 90 days — elevated near-term risk
128 affected
Last: Sep 2026

Zomato

Food DeliveryGurugram, Haryana, India
medium
Risk Score40/100
Layoff within last 90 days — elevated near-term risk
250 affected
Last: Aug 2026

UBS

FinanceZurich, Zurich, Switzerland
medium
Risk Score40/100
10,000 total employees affected — large-scale impact
10,000 affected
Last: Mar 2026

Workday

TechnologyPleasanton, CA, United States
medium
Risk Score40/100
1,750 total employees affected — large-scale impact
1,750 affected
Last: Mar 2026

X (Twitter)

TechnologySan Francisco, CA, United States
medium
Risk Score40/100
3,200 total employees affected — large-scale impact
3,200 affected
Last: Feb 2026

Lyft

TechnologySan Francisco, CA, United States
medium
Risk Score40/100
1,200 total employees affected — large-scale impact
1,200 affected
Last: Feb 2026

Autodesk

TechnologySan Francisco, CA, United States
medium
Risk Score40/100
1,350 total employees affected — large-scale impact
1,350 affected
Last: Nov 2025

Samsung

SemiconductorPlano, Texas, United States
medium
Risk Score35/100
Most recent layoff within 30 days — restructuring is actively ongoing
80 affected
Last: Sep 2026

Harrison.ai

HealthcareSydney, New South Wales, Australia
medium
Risk Score35/100
Most recent layoff within 30 days — restructuring is actively ongoing
0+ affected
Last: Sep 2026

Paytm

FinanceNoida, Uttar Pradesh, India
medium
Risk Score35/100
3,500 total employees affected — large-scale impact
3,500 affected
Last: Mar 2026

Boeing

ManufacturingSeattle, WA, United States
medium
Risk Score35/100
12,000 total employees affected — large-scale impact
12,000 affected
Last: Mar 2026

DocuSign

TechnologySan Francisco, CA, United States
medium
Risk Score35/100
Limited recent layoff activity — risk is lower but not zero given industry trends
700 affected
Last: Feb 2026

Volkswagen Group

AutomotiveWolfsburg, Lower Saxony, Germany
medium
Risk Score35/100
35,000 total employees affected — large-scale impact
35,000 affected
Last: Feb 2026

Stripe

FinanceSan Francisco, CA, United States
medium
Risk Score35/100
1,000 total employees affected — large-scale impact
1,000 affected
Last: Dec 2025

Hootsuite

TechnologyVancouver, BC, Canada
medium
Risk Score35/100
Limited recent layoff activity — risk is lower but not zero given industry trends
400 affected
Last: Oct 2025

Ola Cabs

TransportationBengaluru, Karnataka, India
medium
Risk Score30/100
1,800 total employees affected — large-scale impact
1,800 affected
Last: Apr 2026

Flipkart

E-CommerceBengaluru, Karnataka, India
medium
Risk Score30/100
2,500 total employees affected — large-scale impact
2,500 affected
Last: Mar 2026

Byju's

EducationBengaluru, Karnataka, India
medium
Risk Score30/100
8,000 total employees affected — large-scale impact
8,000 affected
Last: Feb 2026

Klarna

FinanceStockholm, Stockholm, Sweden
medium
Risk Score30/100
Limited recent layoff activity — risk is lower but not zero given industry trends
700 affected
Last: Feb 2026

Nokia

TelecommunicationsEspoo, Uusimaa, Finland
medium
Risk Score30/100
3,500 total employees affected — large-scale impact
3,500 affected
Last: Jan 2026

Swiggy

Food DeliveryBengaluru, Karnataka, India
medium
Risk Score30/100
2,000 total employees affected — large-scale impact
2,000 affected
Last: Jan 2026

Peloton

FitnessNew York, NY, United States
medium
Risk Score30/100
2,800 total employees affected — large-scale impact
2,800 affected
Last: Jan 2026

Robinhood

FinanceMenlo Park, CA, United States
medium
Risk Score30/100
Limited recent layoff activity — risk is lower but not zero given industry trends
800 affected
Last: Jan 2026

Revolut

FinanceLondon, England, United Kingdom
medium
Risk Score30/100
Limited recent layoff activity — risk is lower but not zero given industry trends
400 affected
Last: Jan 2026

Warner Bros Discovery

EntertainmentNew York, NY, United States
medium
Risk Score30/100
3,500 total employees affected — large-scale impact
3,500 affected
Last: Jan 2026

Wayfair

E-CommerceBoston, MA, United States
medium
Risk Score30/100
1,650 total employees affected — large-scale impact
1,650 affected
Last: Jan 2026

Spotify

EntertainmentNew York, NY, United States
medium
Risk Score30/100
1,500 total employees affected — large-scale impact
1,500 affected
Last: Nov 2025

Ericsson

TelecommunicationsStockholm, Stockholm, Sweden
medium
Risk Score30/100
8,500 total employees affected — large-scale impact
8,500 affected
Last: Nov 2025

Shopify

E-CommerceOttawa, Ontario, Canada
medium
Risk Score30/100
2,300 total employees affected — large-scale impact
2,300 affected
Last: Oct 2025

Netflix

EntertainmentLos Gatos, CA, United States
low
Risk Score25/100
Limited recent layoff activity — risk is lower but not zero given industry trends
300 affected
Last: Oct 2025

Industry Risk Rankings

Average computed layoff risk score by sector — higher = more companies at risk

Critical (75+)
High (50+)
Medium (25+)
Low (<25)

See which skills are rising in demand as companies restructure

Technology carries the highest computed risk right now — the Skills Gap Heatmap shows what to learn before that risk turns into a layoff.

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