Career Paths

Find your path
into tech

18 career paths with step-by-step roadmaps, real courses, and honest salary data. AI has made every one of these more accessible than ever.

Pick a direction that excites you. Each path shows you exactly what to learn, in what order, and what you can expect to earn.

18 career paths

Prompt Engineer

Prompt Engineer

Master the art of communicating with AI to build powerful applications

High Demand

Entry

$90K

Mid

$140K

Senior

$200K+

+434% growth2-4 months (the lowest barrier to entry in tech)
Explore
Vibe Coder

Vibe Coder

Ship products with AI — the fastest path into tech

High Demand

Entry

$70K

Mid

$120K

Senior

$200K+

+300% growth3-6 months (fastest path into tech)
Explore
MLOps Engineer

MLOps Engineer

Take AI models from research notebooks to production at scale

High Demand

Entry

$100K

Mid

$155K

Senior

$250K+

+40% growth16-23 months (career change)
Explore
AI Governance Specialist

AI Governance Specialist

Shape the rules that govern artificial intelligence

High Demand

Entry

$130K

Mid

$160K

Senior

$273K+

+36% growth6-9 months (from privacy/compliance)
Explore
Data Scientist

Data Scientist

Turn data into decisions that drive business outcomes

Growing

Entry

$65K

Mid

$113K

Senior

$200K+

+34% growth6-12 months (with quantitative background)
Explore
AI / ML Engineer

AI / ML Engineer

Build the systems that power artificial intelligence

High Demand

Entry

$120K

Mid

$180K

Senior

$250K+

+32% growth6-12 months (with existing programming background)
Explore
Cybersecurity Analyst

Cybersecurity Analyst

Defend organizations from the threats they can't see coming

High Demand

Entry

$81K

Mid

$125K

Senior

$182K+

+29% growth3-6 months (with Google Cybersecurity cert + Security+)
Explore
Data Engineer

Data Engineer

Build the pipelines that power every data-driven decision

High Demand

Entry

$90K

Mid

$135K

Senior

$185K+

+25% growth6-12 months (with SQL/Python background)
Explore
Platform Engineer

Platform Engineer

Build the internal platforms that make developers 10x faster

High Demand

Entry

$95K

Mid

$150K

Senior

$250K+

+24% growth12-16 months (from DevOps background)
Explore
AI Product Manager

AI Product Manager

Bridge AI capabilities and real-world business value

High Demand

Entry

$120K

Mid

$195K

Senior

$400K+

+22% growth6-12 months (from traditional PM)
Explore
Site Reliability Engineer

Site Reliability Engineer

Keep the world's systems running — reliably, at scale

High Demand

Entry

$90K

Mid

$160K

Senior

$280K+

+22% growth12-16 months (from DevOps/sysadmin)
Explore
Data Analyst

Data Analyst

Turn raw data into decisions that move businesses forward

Stable

Entry

$55K

Mid

$85K

Senior

$130K+

+20% growth4-8 months (focused study)
Explore
Solutions Architect

Solutions Architect

Bridge the gap between business problems and technical solutions

Growing

Entry

$115K

Mid

$155K

Senior

$220K+

+20% growth3-6 months (experienced IT pros)
Explore
DevOps Engineer

DevOps Engineer

Bridge the gap between code and production — automate everything

Growing

Entry

$85K

Mid

$140K

Senior

$195K+

+18% growth9-14 months (dedicated study)
Explore
Salesforce Developer

Salesforce Developer

Build on the world's #1 CRM platform

Growing

Entry

$90K

Mid

$130K

Senior

$200K+

+15% growth9-14 months (from zero)
Explore
Software Engineer

Software Engineer

Build the systems that power the modern world

Stable

Entry

$98K

Mid

$133K

Senior

$200K+

+15% growth4-8 months (self-taught or bootcamp)
Explore
Cloud Architect

Cloud Architect

Design the infrastructure that runs modern applications at scale

High Demand

Entry

$120K

Mid

$165K

Senior

$230K+

+12% growth3-6 months (for experienced IT professionals)
Explore
UX Designer

UX Designer

Design experiences that millions of people use every day

Growing

Entry

$62K

Mid

$95K

Senior

$150K+

+8% growth9-15 months (from zero)
Explore

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