Career Path Guides
Detailed guides to the most in-demand careers — salaries, required skills, top companies, and how to break in from any background.
Technology
Software Engineer
$120K median+25%
Python or JavaScript
Data structures & algorithms
Git & version control
DevOps Engineer
$125K median+22%
Linux/Unix administration
Docker & Kubernetes
CI/CD pipelines (Jenkins, GitHub Actions)
Cybersecurity Analyst
$105K median+32%
Network security fundamentals
SIEM tools (Splunk, IBM QRadar)
Vulnerability assessment
Cloud Architect
$150K median+18%
Multi-cloud architecture (AWS, Azure, GCP)
Infrastructure as Code (Terraform, CloudFormation)
Security & compliance
Solutions Architect
$140K median+9%
System design & architecture
Cloud platforms (AWS, Azure, GCP)
Enterprise integration patterns
Frontend Developer
$105K median+16%
HTML, CSS, JavaScript
React (primary) or Vue/Angular
TypeScript
Backend Developer
$115K median+18%
Node.js, Python, Java, or Go
REST API & GraphQL design
SQL databases (PostgreSQL, MySQL)
Mobile Developer
$125K median+22%
Swift (iOS) or Kotlin (Android)
React Native or Flutter for cross-platform
REST API integration
QA Engineer
$90K median+20%
Test case design and documentation
Automated testing (Selenium, Playwright, Cypress)
API testing (Postman, REST Assured)
IT Project Manager
$105K median+10%
Project planning and scheduling (MS Project, Smartsheet)
Agile and Waterfall methodologies
Risk management
Data & Analytics
Data Scientist
$115K median+35%
Python (pandas, NumPy, scikit-learn)
SQL
Statistics & probability
Machine Learning Engineer
$145K median+40%
Python (PyTorch, TensorFlow, scikit-learn)
ML fundamentals (supervised, unsupervised, reinforcement)
MLOps (MLflow, Kubeflow, Weights & Biases)
Data Analyst
$85K median+23%
SQL
Excel & Google Sheets
Data visualization (Tableau, Power BI)
Product & Strategy
Design
Communications
Operations
Project Manager
$95K median+7%
Project planning & scheduling
Risk management
Stakeholder communication
Business Analyst
$90K median+11%
Requirements gathering & documentation
Process modeling (BPMN)
Data analysis (Excel, SQL, Tableau)
Supply Chain Analyst
$72K median+18%
Demand forecasting and inventory optimization
SQL and Excel for data analysis
ERP systems (SAP, Oracle)
Program Manager
$105K median+10%
Portfolio and program planning
Cross-functional stakeholder management
Risk and dependency management
Human Resources
HR Specialist
$68K median+8%
Talent acquisition & recruiting
HRIS systems (Workday, BambooHR)
Employee relations
Talent Acquisition Specialist
$68K median+6%
Full-cycle recruiting (sourcing to offer)
LinkedIn Recruiter and Boolean search
ATS management (Greenhouse, Lever, Workday)
People Operations Manager
$90K median+8%
HRIS administration (Workday, BambooHR, Rippling)
HR analytics and workforce data
Benefits administration and open enrollment
Marketing
Digital Marketing Manager
$95K median+10%
SEO & content marketing
Google Ads & Meta Ads
Email marketing (Klaviyo, Mailchimp)
Content Strategist
$80K median+8%
SEO strategy & keyword research
Content planning and editorial calendars
Writing & editing
Social Media Manager
$62K median+11%
Content creation and copywriting
Instagram, TikTok, LinkedIn, X platform expertise
Paid social (Meta Ads, LinkedIn Ads)
SEO Specialist
$65K median+9%
Keyword research (Ahrefs, SEMrush, Moz)
Technical SEO (Core Web Vitals, crawling, indexing)
Content strategy and on-page optimization
Growth Marketer
$92K median+14%
Funnel analysis and conversion rate optimization (CRO)
A/B and multivariate testing
Paid acquisition (Google Ads, Meta, LinkedIn)
Brand Manager
$88K median+8%
Brand strategy and positioning
Consumer insights and market research
Campaign planning and execution
E-commerce Manager
$82K median+15%
Shopify and e-commerce platform management
Amazon Seller/Vendor Central
Google Shopping and Performance Max
Operations & Management
Finance
Financial Analyst
$85K median+8%
Financial modeling (Excel, DCF)
Accounting fundamentals (GAAP)
Valuation methods (comparable company, precedent transactions)
Financial Planner
$95K median+13%
Financial plan construction (retirement, education, estate)
Investment analysis and portfolio management
Tax planning fundamentals
Risk Analyst
$80K median+16%
Quantitative risk modeling (VaR, Monte Carlo simulation)
Excel and financial modeling
SQL and data analysis
Healthcare
Sales & Technology
Agile & Project Management
Data & Technology
Education & Learning
Legal & Compliance
Compliance Officer
$78K median+11%
Regulatory knowledge (SEC, FINRA, HIPAA, GDPR, SOX)
Policy writing and procedure development
Risk assessment and audit
Legal Operations Manager
$100K median+13%
Legal technology (Ironclad, Clio, LegalTracker)
Contract lifecycle management (CLM)
Matter management and e-billing
Not sure which path fits you?
PathPilot analyzes your specific resume and experience to surface the 10 career paths where your skills translate best — with fit scores and a 30-day action plan.
More career resources
Explore our full library of guides covering degrees, transitions, salary targets, and side-by-side comparisons.
Compare Careers
Side-by-side breakdowns of similar roles — salary, skills, and which fits your background.
Browse comparisonsCareer Transition Guides
Step-by-step plans for switching careers, with transferable skills and realistic timelines.
Browse transitionsDegree Guides
What you can actually do with your degree — careers, starting salaries, and honest ROI assessments.
Browse degreesSalary Guides
How to hit a specific income target — fastest paths to $60K, $80K, $100K+ from your current background.
Browse salary guides