Career maps
See how roles connect in each field.
Educational maps of the role families in AI, marketing, VLSI, embedded, finance and healthcare. Not a hiring guarantee — a way to orient yourself before choosing a direction.
Artificial Intelligence
AI Career Map
How roles cluster across the AI landscape — from tools users to model builders.
AI-Augmented ProfessionalAI Product DeveloperMachine Learning EngineerAI Researcher
Digital Marketing
Digital Marketing Career Map
How marketing splits into search, paid, content, growth and lifecycle roles.
Digital Marketing ExecutiveSEO SpecialistPerformance MarketerContent Marketer
VLSI
VLSI Career Map
How chip design splits into RTL, verification, DFT and physical design roles.
RTL Design EngineerVerification EngineerDFT EngineerPhysical Design Engineer
Embedded Systems
Embedded Systems Career Map
Roles across firmware, embedded software, hardware and IoT product engineering.
Firmware EngineerEmbedded Software EngineerIoT Product EngineerRobotics Engineer
Finance
Finance Career Map
How finance roles split across corporate, banking, markets and analysis.
Financial AnalystInvestment Banking AnalystCorporate FinanceEquity Research
Medical Coding
Medical Coding Career Map
Roles across coding, auditing, compliance and revenue-cycle operations.
Medical CoderCoding AuditorMedical BillerRevenue Cycle Analyst