Future Jobs Lab
GeneratedRoles growing rapidly — ranked by how well they match your existing experience. Get ahead of the curve before these become competitive.
AI Product Engineer
HotBuilds production LLM-powered product features end to end.
Growth +220% / 2yrMarket ~48k rolesSalary $210k–$320k81matchShow role profile →
AI Product Engineer
HotBuilds production LLM-powered product features end to end.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
Agentic Workflow Designer
EmergingDesigns multi-agent systems that automate complex workflows.
Growth +310% / 2yrMarket ~14k rolesSalary $190k–$300k73matchShow role profile →
Agentic Workflow Designer
EmergingDesigns multi-agent systems that automate complex workflows.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
LLM Security Engineer
HotSecures model pipelines against prompt injection and data exfiltration.
Growth +260% / 2yrMarket ~9k rolesSalary $220k–$340k69matchShow role profile →
LLM Security Engineer
HotSecures model pipelines against prompt injection and data exfiltration.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
Synthetic Data Engineer
RisingGenerates and validates synthetic datasets for model training.
Growth +200% / 2yrMarket ~7k rolesSalary $180k–$280k64matchShow role profile →
Synthetic Data Engineer
RisingGenerates and validates synthetic datasets for model training.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
AI Safety Engineer
EmergingBuilds guardrails, evals, and alignment tooling.
Growth +180% / 2yrMarket ~6k rolesSalary $230k–$360k58matchShow role profile →
AI Safety Engineer
EmergingBuilds guardrails, evals, and alignment tooling.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
Digital Twin Engineer
RisingBuilds real-time simulations of physical systems.
Growth +140% / 2yrMarket ~11k rolesSalary $170k–$260k52matchShow role profile →
Digital Twin Engineer
RisingBuilds real-time simulations of physical systems.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects
Healthcare AI Validator
EmergingValidates clinical AI for safety and regulatory compliance.
Growth +170% / 2yrMarket ~5k rolesSalary $160k–$240k47matchShow role profile →
Healthcare AI Validator
EmergingValidates clinical AI for safety and regulatory compliance.
Add your skills to the Career Vault to see exactly which of these you already have and which to close — recommendations below are based only on your Vault data.
Skills this role expects