Sports Data Analyst
Turn numbers and game film into a real competitive advantage.
$68,200/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Data scientists
Good fit if you …like learning by doing (projects).
$112,590/yrBachelor’s common⇧ Strong
Statisticians
Good fit if you …like learning by doing (projects).
$103,300/yrBachelor’s common↑ Above Average
Operations research analysts
Good fit if you …like learning by doing (projects).
$91,290/yrBachelor’s common⇧ Strong
Market research analysts and marketing specialists
Good fit if you …like learning by doing (projects).
$76,950/yrBachelor’s common↗ Steady
Geospatial data analysts
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…↑ Above Average
Customer analytics managers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$96,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Sports Software Developer
Build the apps, analytics tools, and fan platforms sports runs on.
$133,080/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot⇧ Strong
Mobile app developers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$98,400/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Web developers
Good fit if you …like learning by doing (projects).
$90,930/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot↗ Steady
Computer programmers
Good fit if you …like learning by doing (projects).
$98,670/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot↓ Declining
UX designers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,500/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong
Information security analysts
Good fit if you …like learning by doing (projects).
$124,910/yrAssociate/Bachelor’s common | Certs (Security+, Network+, etc.) strongly valued⇧ Strong
Network engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,600/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…↑ Above Average
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
Network and computer systems administrators
Good fit if you …like learning by doing (projects).
$96,800/yrBachelor’s common, but portfolios/coding bootcamps can work | Projects matter a lot↓ Declining
Computer systems analysts
Good fit if you …like learning by doing (projects).
$103,790/yrBachelor’s common↑ Above Average
Database architects
Good fit if you …like learning by doing (projects).
$135,980/yrBachelor’s common↑ Above Average
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
Wearable technology developers
Build the wearables that track an athlete’s heart rate, sleep, and load.
$92,800/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Robotics Software Engineer
Robotics Software Engineers design and develop the software that controls robotic systems.
$118,000/yrBachelor's common⇧ Strong
Virtual reality content creators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$74,800/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong
Mechanical engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$96,310/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Materials engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$101,060/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…↑ Above Average
Bioengineers and biomedical engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$99,550/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
Industrial engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$96,350/yrSelf-taught + portfolio and certifications | Bachelor's in Computer Science, IT, or rel…⇧ Strong
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
Quality assurance engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$82,100/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…↗ Steady
Additive manufacturing engineers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$92,100/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong
Commercial and industrial designers
Good fit if you …like learning by doing (projects).
$79,450/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…↗ Steady
Graphic designers
Good fit if you …like learning by doing (projects).
$61,300/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…→ Limited Growth
Art directors
Good fit if you …like learning by doing (projects).
$111,040/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…↗ Steady
Special effects artists and animators
Good fit if you …like learning by doing (projects).
$99,800/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…→ Limited Growth
3D Artist
3D Artists create three-dimensional digital models, environments, and animations for video games, films, advertising, a…
$62,000/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…⇧ Strong
Creative Director
Creative Directors lead the visual and creative strategy for brands, campaigns, and media projects.
$138,000/yrHigh school portfolio + training | Certificate or Associate in Design (common) | Bachel…↗ Steady
Infographic designers
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$54,200/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…↑ Above Average
Esports Player
Esports Players compete professionally in video game tournaments and leagues.
$48,000/yrTraining programs/workshops | Associate/Bachelor's in Performing Arts (optional) | Port…⇧ Strong
Esports Coach
Esports Coaches train competitive gaming teams, developing strategies and improving player performance.
$55,000/yrTraining programs/workshops | Associate/Bachelor's in Performing Arts (optional) | Port…⇧ Strong
Esports Manager
Esports Managers oversee competitive gaming teams, handling operations, player contracts, sponsorships, and team logist…
$62,000/yrTraining programs/workshops | Associate/Bachelor's in Performing Arts (optional) | Port…⇧ Strong
Esports Event Manager
Esports Event Managers plan and execute competitive gaming tournaments and live events.
$62,000/yrTraining programs/workshops | Associate/Bachelor's in Performing Arts (optional) | Port…⇧ Strong
E-sports commentators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$52,900/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong
Video game streamers and content creators
Good fit if you ...enjoy solving problems and working toward measurable outcomes.
$42,500/yrCertificate or Associate degree | Bachelor's degree in related field | Master's or adva…⇧ Strong