Data scientists
Find the story hidden inside data.
$112,590/yrBachelor’s common⇧ Strong
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Data & AI
Turn data into decisions and train the AI. Data and AI power the products of the future.
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