Industry Trends

Industry Trends

Generated

Track growth, hiring, salary, investment, automation risk, and outlook across the industries that intersect your profile.

AI & Machine Learning

Hiring Low
Growth rate94%
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Explosive multi-year expansion

Salary Investment Automation risk: Low
Top employers
OpenAIAnthropicNvidiaGoogle DeepMind
Hot skills
LLM servingDistributed trainingVector DBs

Cybersecurity

Hiring Low
Growth rate88%
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Structural shortage, durable demand

Salary Investment Automation risk: Low
Top employers
CrowdStrikePalo AltoWiz
Hot skills
Cloud securityZero trustDetection eng

Cloud & Infrastructure

Hiring Medium
Growth rate79%
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Steady; commoditizing at entry level

Salary Investment Automation risk: Medium
Top employers
AWSMicrosoftCloudflare
Hot skills
KubernetesPlatform engCost optimization

Healthcare Tech

Hiring Low
Growth rate76%
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AI validation roles surging

Salary Investment Automation risk: Low
Top employers
EpicTempusAbridge
Hot skills
Healthcare AIHL7/FHIRCompliance eng

Finance & FinTech

Hiring Medium
Growth rate62%
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Selective hiring, high comp

Salary Investment Automation risk: Medium
Top employers
StripeCitadelPlaid
Hot skills
Low-latency systemsRisk modelingPayments

Climate & Energy Tech

Hiring Low
Growth rate71%
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Policy-driven growth

Salary Investment Automation risk: Low
Top employers
TeslaForm EnergyWatershed
Hot skills
Climate dataGrid softwareIoT

Biotech

Hiring Low
Growth rate64%
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Funding rebound underway

Salary Investment Automation risk: Low
Top employers
GenentechRecursionInsitro
Hot skills
BioinformaticsML for drug discovery

Gaming

Hiring Medium
Growth rate41%
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Post-correction consolidation

Salary Investment Automation risk: Medium
Top employers
RiotEpic GamesValve
Hot skills
Engine engNetcodeLive ops

Retail & E-commerce

Hiring High
Growth rate38%
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Automation-heavy, margin pressure

Salary Investment Automation risk: High
Top employers
AmazonShopifyInstacart
Hot skills
Recommendation systemsSupply chain

Government & Defense

Hiring Low
Growth rate55%
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Steady, clearance-gated

Salary Investment Automation risk: Low
Top employers
PalantirAndurilLockheed
Hot skills
Secure systemsData platforms