Data scientists
Find the story hidden inside data.
$112,590/yrBachelor’s common⇧ Strong
Synthetic data engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Machine learning engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$128,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Statisticians
Good fit if you …like learning by doing (projects).
$103,300/yrBachelor’s common↑ Above Average
Business Intelligence Analyst
Business Intelligence Analysts transform raw data into actionable insights that drive business decisions.
$82,000/yrAssociate/Bachelor's common | Certifications (CompTIA, AWS, Azure) highly valued | On-t…⇧ Strong
Prompt engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$92,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Mathematical science occupations, all other
Good fit if you …like learning by doing (projects).
$71,490/yrBachelor’s common↗ Steady
Mathematicians
Good fit if you …like learning by doing (projects).
$121,680/yrBachelor’s common↓ Declining
Data entry keyers
Good fit if you …like learning by doing (projects).
$39,850/yrBachelor’s common↓ Declining
Computer and information research scientists
Good fit if you …like learning by doing (projects).
$140,910/yrBachelor’s common⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrBachelor’s common⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrCertificates and associate degrees are common | Industry certs (A+, Network+, cloud) ma…⇧ Strong
Production, planning, and expediting clerks
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$57,770/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↓ Declining
Urban and regional planners
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,500/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↗ Steady
Insurance underwriters
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$76,880/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↓ Declining
Data visualization specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Geospatial analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↗ Steady
Quantitative researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Data governance analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$84,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Predictive modelers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$96,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Data ethics officers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Healthcare data analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$68,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Predictive modeling analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$92,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data quality managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$86,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
A/B testing analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Fraud detection analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Supply chain data analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Census data analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$62,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↗ Steady
Marketing data scientists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Climate data researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$74,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Text mining specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$88,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Behavioral data analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data governance managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Pricing analytics specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$86,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
IoT data analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Educational data mining specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Streaming analytics engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Causal inference analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data mesh architects
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$128,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Experiment design analysts
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$92,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data pipeline engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI ethics researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$98,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI trainers and data labelers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$48,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Conversational AI designers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$88,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI research scientists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$148,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI ethics officers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Quantum machine learning researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$152,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI product managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$148,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI training data specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Edge AI engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$122,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Generative AI engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI safety researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$138,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI governance specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI alignment researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$148,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Multimodal AI engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI infrastructure engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$138,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Embodied AI roboticists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$128,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Agentic AI developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$152,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data center technicians
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$52,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↗ Steady
Army intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$58,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Army counterintelligence agent
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$65,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Navy intelligence officer
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Navy cryptologic technician
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$52,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Marine Corps intelligence specialist
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$54,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Coast Guard intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$62,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Air Force intelligence officer
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$74,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Air Force cryptologic linguist
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$56,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Space Force intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…⇧ Strong
Defense Intelligence Agency analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$86,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
NSA intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$92,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…⇧ Strong
Defense contractor intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$88,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Special Forces intelligence sergeant
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$74,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Cryptologic intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$78,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Human intelligence collector
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$68,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Signals intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$76,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Geospatial intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$74,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Imagery intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$72,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
All-source intelligence analyst
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$70,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Counterintelligence special agent
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Military artificial intelligence specialist
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…⇧ Strong
Defense intelligence officer
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$94,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Tactical signals intelligence operator
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$64,000/yrHigh school diploma + military enlistment | Military training and specialty school | Of…↑ Above Average
Banking data analysts
Good fit if you …enjoy working with people and solving problems.
$72,000/yrBachelor's in Data Science, Statistics, Mathematics, Computer Science, or Finance | Mas…⇧ Strong
AI Safety Specialist
AI Safety Specialists evaluate and mitigate risks in artificial intelligence systems.
$125,000/yrBachelor's common⇧ Strong
Sports Data Analyst
Sports Data Analysts use statistics and data science to evaluate player performance, develop game strategies, and infor…
$68,000/yrBachelor's common⇧ Strong
Human-AI Interaction Designer
Human-AI Interaction Designers create intuitive interfaces and experiences for AI-powered products.
$105,000/yrBachelor's common⇧ Strong
AI Ethics Specialist
AI Ethics Specialists evaluate AI systems for fairness, accountability, and transparency.
$115,000/yrBachelor's common⇧ Strong
Computer Scientist
Computer Scientists conduct research to advance the theory and application of computing.
$132,000/yrAssociate/Bachelor's common | Certifications (CompTIA, AWS, Azure) highly valued | On-t…⇧ Strong