Future Jobs Lab

Future Jobs Lab

Generated

Roles growing rapidly — ranked by how well they match your existing experience. Get ahead of the curve before these become competitive.

AI Product Engineer

Hot

Builds production LLM-powered product features end to end.

Growth +220% / 2yrMarket ~48k rolesSalary $210k–$320k
81match
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Skills needed
LLM APIsEval pipelinesBackend systems
Certifications
Companies hiring
OpenAINotionRamp
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Skills this role expects

Agentic Workflow Designer

Emerging

Designs multi-agent systems that automate complex workflows.

Growth +310% / 2yrMarket ~14k rolesSalary $190k–$300k
73match
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Skills needed
OrchestrationTool callingDistributed systems
Certifications
Companies hiring
AnthropicSierraAdept
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Skills this role expects

Distributed systems

LLM Security Engineer

Hot

Secures model pipelines against prompt injection and data exfiltration.

Growth +260% / 2yrMarket ~9k rolesSalary $220k–$340k
69match
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Skills needed
AppSecML pipelinesThreat modeling
Certifications
OSCP, GCP Security
Companies hiring
AnthropicCrowdStrikeWiz
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Synthetic Data Engineer

Rising

Generates and validates synthetic datasets for model training.

Growth +200% / 2yrMarket ~7k rolesSalary $180k–$280k
64match
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Skills needed
Data engGenerative modelsValidation
Certifications
Companies hiring
GretelScale AIMostly AI
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Skills this role expects

AI Safety Engineer

Emerging

Builds guardrails, evals, and alignment tooling.

Growth +180% / 2yrMarket ~6k rolesSalary $230k–$360k
58match
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Skills needed
EvalsRLSystems
Certifications
Companies hiring
AnthropicOpenAIDeepMind
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Digital Twin Engineer

Rising

Builds real-time simulations of physical systems.

Growth +140% / 2yrMarket ~11k rolesSalary $170k–$260k
52match
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Skills needed
SimulationIoTStreaming
Certifications
Companies hiring
SiemensNvidiaTesla
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Healthcare AI Validator

Emerging

Validates clinical AI for safety and regulatory compliance.

Growth +170% / 2yrMarket ~5k rolesSalary $160k–$240k
47match
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Skills needed
Healthcare AIComplianceTesting
Certifications
Companies hiring
TempusAbridgeEpic
Raise your match for Healthcare AI Validator

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