500+
Degree Programs Ranked
Across 20 tech fields
50
States Covered
All US states covered
$120K
Avg Tech Salary
BLS 2024 median
25%
Job Growth
Through 2032
- 1.Software engineer median salary: $132,270 (BLS 2024) — 25% job growth projected through 2032
- 2.AI/ML engineers command the highest pay: $157,000+ median, with senior roles exceeding $200K
- 3.377,500+ annual job openings in computer occupations despite recent tech layoffs
- 4.Computer science remains the most versatile tech degree, but specialized programs (AI, cybersecurity) show faster growth
- 5.Online degrees now accepted by most employers — Georgia Tech's online MS CS costs under $10,000 total
Degree Programs & Rankings
Data-driven rankings for 20 technology degree programs across all 50 US states. We analyze IPEDS enrollment data, graduation rates, tuition costs, and salary outcomes to help you choose the right program for your goals and budget.
Explore by Program
The foundational tech degree
ML & neural networks
Analytics & statistics
Security & ethical hacking
Product development
AWS, Azure, GCP
IT systems & support
Hardware & software
Business intelligence
AI model development
Business & technology
Risk & compliance
Frontend & backend
iOS & Android apps
Interactive entertainment
Data management
Enterprise data systems
Infrastructure & networking
User experience
Coding fundamentals
Source: Bureau of Labor Statistics 2024
Popular Rankings & Guides
Top-ranked programs
Machine learning focus
Analytics & statistics
Security specialists
Budget-friendly options
ROI optimized
Remote learning
2-year programs
Which Tech Degree Is Right for You?
Choosing between tech degrees depends on your career goals, math comfort, and interests. Here's how the top programs compare:
| Degree | Best For | Math Level | Career Flexibility |
|---|---|---|---|
| Computer Science | Maximum career options | High (calculus, discrete math) | Highest—opens all doors |
| Software Engineering | Building products at scale | Medium-High | High—industry focused |
| Data Science | Analytics & business insights | High (statistics focus) | Medium—specialized path |
| Information Technology | IT management & support | Low-Medium | Medium—operations focused |
| Cybersecurity | Security careers, job stability | Medium | Medium—growing demand |
Source: Hakia analysis based on curriculum requirements and career outcomes
Computer Science Programs by State
All 50 State Guides
Tech Careers & Salaries
Comprehensive salary intelligence and career roadmaps powered by BLS data and industry surveys. From entry-level to staff engineer, understand what you can earn and how to get there.
Career Paths
Software Engineer
SOC 15-1252Design, develop, and maintain software systems
AI/ML Engineer
SOC 15-2051Build machine learning models and AI systems
Data Scientist
SOC 15-2051Analyze complex data to drive business decisions
DevOps Engineer
SOC 15-1244Automate infrastructure and deployment pipelines
Cybersecurity Analyst
SOC 15-1212Protect systems and data from cyber threats
Tech Salary Comparison 2026
| Role | Entry Level | Median | Senior/Staff |
|---|---|---|---|
| Software Engineer | $70K-$95K | $132,270 | $180K-$300K+ |
| AI/ML Engineer | $95K-$130K | $157,000 | $200K-$400K+ |
| Data Scientist | $65K-$90K | $108,020 | $150K-$250K |
| Cybersecurity Analyst | $60K-$85K | $120,360 | $160K-$220K |
| DevOps Engineer | $75K-$100K | $124,200 | $170K-$280K |
Source: Bureau of Labor Statistics 2024, Levels.fyi 2025
Career Development Guides
Level up your career
Big tech interview prep
Senior IC track
Choose your path
Maximize compensation
Work from anywhere
Current outlook
AI & Technology Insights
Deep technical analysis of AI systems, search technology, and computing innovations. Clear explanations of complex concepts from neural networks to semantic search.
- 1.AI Agents: Autonomous systems that can plan, reason, and execute complex tasks
- 2.RAG Systems: Retrieval-augmented generation for grounding LLMs in real data
- 3.Embeddings: How machines represent meaning as vectors for semantic search
- 4.Context Windows: Why token limits matter for AI application design
- 5.Semantic Search: Understanding meaning beyond keyword matching
Technical Deep Dives
Autonomous AI systems
Retrieval-augmented generation
Vector representations
Beyond keywords
Token limits & design
NVIDIA vs AMD vs custom
From Hakia to ChatGPT
Browse all articles
Engineering & Development
System design patterns, cloud architecture, and modern development practices. Practical guides for building production-ready software at scale.
| Feature | AWS | Azure | GCP |
|---|---|---|---|
| Market Share | 32% | 23% | 10% |
| Enterprise Focus | Strong | Strongest | Growing |
| AI/ML Services | Comprehensive | Strong | Leading |
| Pricing Model | Complex | Complex | Simpler |
Source: Synergy Research 2024
Engineering Guides
Scalable architecture
Best practices
AWS vs Azure vs GCP
SQL vs NoSQL
Deployment automation
Containerization
Container orchestration
Browse all guides
Skills & Certifications
Certification roadmaps, bootcamp ROI analysis, and learning paths. Build the skills employers actually hire for.
Cloud Certification Paths
AWS Certifications
Start with Cloud Practitioner, then Solutions Architect Associate. Most in-demand cloud credential.
Azure Certifications
Begin with AZ-900 Fundamentals, progress to AZ-104 Administrator. Strong enterprise demand.
Google Cloud
Cloud Digital Leader for beginners, then Professional Cloud Architect. Growing fast.
Multi-Cloud Strategy
Consider certifications across multiple platforms for maximum flexibility.
Skills Guides
Complete roadmap
Microsoft cloud
Google Cloud paths
Which are worth it
ROI comparison
Get hired faster
Browse all guides
Student Resources
Financial aid guidance, scholarship databases, and practical tools for students pursuing technology degrees.
Source: College Board 2024
Student Tools & Guides
Calculate degree value
Financial aid 101
Dedicated scholarships
Land your first role
Decision framework
Community college path
Browse all
Tech News & Analysis
Timely coverage of technology trends, industry shifts, and developments shaping the tech landscape. Analysis beyond the headlines.
Latest Coverage
About Hakia.com
Hakia.com was originally home to one of the pioneering semantic search engines, launched in 2004—technology years ahead of its time. Today, we're building on that legacy of innovation to create the most authoritative, research-driven higher education resource on the web.
Explore the history of semantic search to understand how early innovations led to today's AI-powered search systems, or learn more about us.
Taylor Rupe
Co-founder & Editor
Hakia combines technical expertise with an understanding of how people learn and make decisions. We're starting with technology—our area of deep expertise—and expanding to serve students and professionals across all fields of study.
Frequently Asked Questions
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