BREAKINGJust laid off? Your 48-hour action checklist → Start here

AI Career Bootcamp Comparison

Side-by-side comparison of the top retraining programs for workers displaced by AI automation. Real data on cost, outcomes, and which roles each program prepares you for.

Select up to 3 programs to compare side-by-side. Unlock full details — including pros, cons, job placement rates, and the recommendation engine — free.

Filter & Sort

Showing 8 of 8 programs — select up to 3 more to compare

Springboard AI/ML Career Track

Springboard

$9,900
ML EngineerData ScientistAI Product Manager
Duration6 months
FormatOnline, mentor-led
Hrs/Week~20h
Rating★★★★½4.6
Financial Aid Available
Job placement data and employer recognition detail — unlock to see
Prerequisites: Python basics, statistics

FullStack Academy Cybersecurity Bootcamp

FullStack Academy

$15,995
Cybersecurity AnalystPenetration TesterSecurity Engineer
Duration17 weeks
FormatOnline, live cohort
Hrs/Week~40h
Rating★★★★½4.5
Financial Aid AvailableWIOA Approved
Job placement data and employer recognition detail — unlock to see
Prerequisites: None

AWS Cloud Practitioner + Solutions Architect

Amazon Web Services

$300
Cloud Support AnalystIT OperationsCloud Administrator
Duration3 months
FormatOnline, self-paced
Hrs/Week~10h
Rating★★★★½4.8
Job placement data and employer recognition detail — unlock to see
Prerequisites: Basic IT knowledge helpful

General Assembly Data Science Immersive

General Assembly

$15,950
Data ScientistML EngineerAnalytics Engineer
Duration12 weeks
FormatOnline or In-person, live
Hrs/Week~40h
Rating★★★★4.4
Financial Aid AvailableWIOA Approved
Job placement data and employer recognition detail — unlock to see
Prerequisites: Python or statistics helpful

Google Cybersecurity Certificate

Google / Coursera

Free / Financial Aid
Cybersecurity AnalystIT Support SpecialistSecurity Operations
Duration6 months
FormatOnline, self-paced
Hrs/Week~10h
Rating★★★★½4.7
Financial Aid AvailableWIOA Approved
Job placement data and employer recognition detail — unlock to see
Prerequisites: None

MIT Applied Data Science Program

MIT / Emeritus

$3,500
Data AnalystAI AuditorOperations Analyst
Duration12 weeks
FormatOnline, live sessions
Hrs/Week~15h
Rating★★★★½4.7
Job placement data and employer recognition detail — unlock to see
Prerequisites: Basic statistics, Excel

Google Data Analytics Certificate

Google / Coursera

Free / Financial Aid
Data AnalystOperations AnalystBusiness Analyst
Duration6 months
FormatOnline, self-paced
Hrs/Week~10h
Rating★★★★½4.8
Financial Aid AvailableWIOA Approved
Job placement data and employer recognition detail — unlock to see
Prerequisites: None

Coursera UX Design Professional Certificate

Google / Coursera

Free / Financial Aid
UX DesignerUX ResearcherProduct Designer
Duration6 months
FormatOnline, self-paced
Hrs/Week~10h
Rating★★★★½4.6
Financial Aid AvailableWIOA Approved
Job placement data and employer recognition detail — unlock to see
Prerequisites: None

How to Read This Data

Job placement rate

Defined as the percentage of graduates who reported obtaining a job in a relevant field within 6 months of completing the program. Self-reported by programs or sourced from third-party outcome surveys. Treat as directionally accurate, not audited.

Cost listed is the net cost with financial aid applied

Programs listed as "Free / Financial Aid" typically cost $0 via Coursera financial aid, WIOA funding, or income share agreements. Sticker prices for Google Certificates are approximately $200 total; listed as free because the aid mechanism is widely accessible.

WIOA approval

Programs marked WIOA Approved have been used with Workforce Innovation and Opportunity Act funding. Eligibility varies by state. Contact your local American Job Center to confirm your state approves the specific program.

Employer recognition is relative

"Very High" means major employers across industries recognize the credential. "High" means strong recognition within the relevant tech sector. "Moderate" means the credential is known but a strong portfolio matters as much or more.

Frequently Asked Questions

Which program has the best job placement rate?

Among programs on this list, Springboard AI/ML leads at 88%, followed by FullStack Academy Cybersecurity at 86% and AWS Cloud at 84%. Note that higher-cost, intensive programs tend to have higher placement rates partly because they serve more self-selected, motivated students.

Can I get a bootcamp funded through WIOA or unemployment?

Yes — Google Data Analytics, Google Cybersecurity, Google UX Design, FullStack Academy, and General Assembly are WIOA-approved or have been used with workforce funding. Contact your state's American Job Center to confirm eligibility before enrolling.

Is a self-paced certificate enough to get hired?

For some roles, yes — particularly in data analytics and cloud, where the Google and AWS credentials carry real employer recognition. In competitive fields like data science or cybersecurity, a self-paced cert often needs to be supplemented with portfolio projects and additional credentials.

What is the difference between a certificate and a bootcamp?

A certificate (Google, AWS) is a credentialed course you complete on your own schedule, typically with no live instruction. A bootcamp is a structured program with a cohort, instructors, and career support. Bootcamps cost more but typically provide more accountability and career services.

Want to know if a program is worth the cost for your specific salary situation?

Use the Retraining ROI Calculator →