Software developers
Write the code behind the apps millions of people use.
$133,080/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot⇧ Strong
Full-stack developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
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
Information security analysts
Stop hackers before they get in.
$124,910/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued⇧ Strong
Cloud Engineer
Cloud Engineers design, build, and manage cloud computing infrastructure on platforms like AWS, Azure, and Google Cloud.
$118,000/yrAssociate/Bachelor's common | Certifications (CompTIA, AWS, Azure) highly valued | On-t…⇧ Strong
DevOps 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
Computer network architects
Good fit if you …like learning by doing (projects).
$130,390/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot↑ Above Average
Product managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,200/yrBachelor's in Business, Finance, or related field | MBA or professional certification (…↑ Above Average
Robotics engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,400/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong
Robotics Software Engineer
Robotics Software Engineers design and develop the software that controls robotic systems.
$118,000/yrBachelor's common⇧ Strong
Blockchain developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Computer and information research scientists
Good fit if you …like learning by doing (projects).
$140,910/yrBachelor’s common⇧ Strong
Computer and information systems managers
Good fit if you …like learning by doing (projects).
$171,200/yrAssociate/Bachelor’s (common) | Certifications (CAPM/PMP, Lean—optional) | On-the-job g…⇧ Strong
Chief executives
Good fit if you …like learning by doing (projects).
$206,420/yrMany paths: self-start + mentorship | Associate/Bachelor’s in Business (optional) | Acc…↗ Steady
Management analysts
Good fit if you …like learning by doing (projects).
$101,190/yrAssociate/Bachelor’s (common) | Certifications (CAPM/PMP, Lean—optional) | On-the-job g…↑ Above Average
Mathematicians
Good fit if you …like learning by doing (projects).
$121,680/yrBachelor’s common↓ Declining
Computer and information research scientists
Good fit if you …like learning by doing (projects).
$140,910/yrBachelor’s common⇧ Strong
Information security analysts
Good fit if you …like learning by doing (projects).
$124,910/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/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot⇧ Strong
Software developers
Good fit if you …like learning by doing (projects).
$133,080/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued⇧ Strong
Computer network architects
Good fit if you …like learning by doing (projects).
$130,390/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued↑ Above Average
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued⇧ Strong
Software developers
Good fit if you …like learning by doing (projects).
$133,080/yrBachelor’s common⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrBachelor’s common⇧ Strong
Computer network architects
Good fit if you …like learning by doing (projects).
$130,390/yrCertificates and associate degrees are common | Industry certs (A+, Network+, cloud) ma…↑ Above Average
Information security analysts
Good fit if you …like learning by doing (projects).
$124,910/yrCertificates and associate degrees are common | Industry certs (A+, Network+, cloud) ma…⇧ Strong
Software developers
Good fit if you …like learning by doing (projects).
$133,080/yrCertificates and associate degrees are common | Industry certs (A+, Network+, cloud) ma…⇧ Strong
Air traffic controllers
Good fit if you …like learning by doing (projects).
$144,580/yrCertificates and associate degrees are common | Industry certs (A+, Network+, cloud) ma…→ Limited Growth
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
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
Natural language processing engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
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
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
Recommendation systems engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$124,800/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
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
Graph database specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/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
Knowledge graph engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Site reliability engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$128,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
API developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Backend developers
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
Cloud platform 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
Open source contributors
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Performance 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
Release managers
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
SDK developers
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
Build system engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Code reviewers
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
GraphQL developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Microservices architects
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$138,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Platform 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
Real-time systems developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Quantum computing developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Serverless architects
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$132,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
CI/CD pipeline engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AR/VR developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Open banking API developers
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
Edge computing developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Container orchestration engineers
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
Developer relations 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
Privacy engineering specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$122,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Rust systems developers
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
WebAssembly engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Database reliability engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$122,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Chaos engineering specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$132,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Feature flag platform developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Internal tools developers
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…⇧ 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
Observability platform developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$124,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Nuclear power reactor operators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$122,610/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↓ Declining
Cloud security 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
Identity and access management specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Application security engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Red team operators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Incident response managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Cloud security architects
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$148,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Security compliance managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Cryptography engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$132,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
IoT security 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
Zero trust architects
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
Cyber threat hunters
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
Ransomware response specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Medical device security 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
SCADA security engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Automotive cybersecurity 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
Privacy 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
Deception technology specialists
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…⇧ Strong
Security automation 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
OT security specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Quantum-safe cryptography engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Firmware security 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
Cloud workload protection specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Container security 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
API security specialists
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Threat modeling 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
Security chaos 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
Engineering teachers, postsecondary
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$106,120/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
Sales engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$121,520/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↗ Steady
Computer vision 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
Quantum computing researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$132,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Autonomous vehicle engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Digital twin engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Augmented reality developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$102,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Edge computing engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,800/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
Reinforcement learning engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,800/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
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
Extended reality developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Brain-computer interface researchers
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
Synthetic biology 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
Smart contract auditors
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$132,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Spatial computing engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,400/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
Federated learning engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$138,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
AI-assisted drug discovery researchers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$128,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Neuromorphic computing engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$142,400/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
Cloud architects
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$138,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Kubernetes administrators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$118,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Identity management engineers
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
Infrastructure automation engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$112,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Monitoring and observability engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$108,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Systems integration engineers
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
Cloud migration specialists
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
Zero trust implementation specialists
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
Hybrid cloud 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
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
Digital banking product managers
Good fit if you …enjoy working with people and solving problems.
$105,000/yrAssociate or Bachelor's in Information Technology, Computer Science, or Cybersecurity |…⇧ Strong
Fintech software engineers
Good fit if you …enjoy working with people and solving problems.
$115,000/yrBachelor's in Computer Science, Software Engineering, or related field | Coding bootcam…⇧ Strong
Payment systems developers
Good fit if you …enjoy working with people and solving problems.
$108,000/yrBachelor's in Computer Science, Software Engineering, or related field | Coding bootcam…⇧ Strong
AI Safety Specialist
AI Safety Specialists evaluate and mitigate risks in artificial intelligence systems.
$125,000/yrBachelor's common⇧ Strong
Software Architect
Software Architects design the high-level structure of software systems, making critical decisions about technology cho…
$138,000/yrBachelor's in CS/Software Engineering (common) | Bootcamps + portfolio (alternative) | …↑ Above Average
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
Space Systems Engineer
Space Systems Engineers design, develop, and test spacecraft, satellites, and space exploration systems.
$118,000/yrBachelor's common↑ Above Average
Information Security Manager
Information Security Managers lead organizations' cybersecurity programs, overseeing teams that protect digital assets …
$162,000/yrAssociate/Bachelor's common | Certs (Security+, Network+, etc.) strongly valued↑ Above Average
Chief Technology Officer
Chief Technology Officers (CTOs) lead an organization's technology strategy and innovation.
$172,000/yrAssociate/Bachelor's common | Certifications (CompTIA, AWS, Azure) highly valued | On-t…↗ Steady
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