SkillAnalyzer
Market Alignment

Career Explorer & Blueprints

Inspect canonical competencies across 10 modern tech, design, and product careers. Compare required stacks and set your target direction.

Engineering

Frontend Engineer

Build accessible, fast experiences for the web.

Required Skills
HTML & CSSJavaScriptReactAccessibility
Engineering

Backend Engineer

Design dependable services, APIs and data flows.

Required Skills
APIsDatabasesPythonSecurity
Engineering

Full-stack Engineer

Deliver end-to-end products across the stack.

Required Skills
JavaScriptReactAPIsDatabases
Intelligence

AI / ML Engineer

Build, evaluate and deploy intelligent systems.

Required Skills
PythonStatisticsMachine LearningMLOps
Intelligence

Data Scientist

Turn messy information into useful decisions.

Required Skills
PythonSQLStatisticsVisualization
Infrastructure

Cybersecurity Analyst

Identify risks and defend systems thoughtfully.

Required Skills
NetworkingSecurityThreat ModelingLinux
Infrastructure

Cloud Engineer

Run resilient services on cloud infrastructure.

Required Skills
LinuxNetworkingCloudSecurity
Infrastructure

DevOps Engineer

Improve delivery with automation and observability.

Required Skills
LinuxCI/CDContainersCloud
Design

UI / UX Designer

Make complex products clear, useful and inclusive.

Required Skills
ResearchInteraction DesignAccessibilityPrototyping
Strategy

Product Manager

Connect user needs, business outcomes and delivery.

Required Skills
ResearchPrioritizationAnalyticsCommunication
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