AWS certification salaries range from $85,866 for an entry-level Cloud Practitioner to over $171,000 for a Machine Learning Specialty holder, but the exact number depends entirely on which data source you trust and what that source is actually measuring. This guide breaks down verified salary figures for every AWS certification level, cites the source and date for each number, and flags where popular salary guides quietly blend mismatched data into numbers that do not hold up.
A Note on Methodology Before You Read Another Salary Number
Most AWS salary articles cite “ZipRecruiter” or “industry reports” as the sole source and stop there. That habit produces numbers that contradict each other inside the same article. The clearest example: several widely shared guides list AWS Certified Security Specialty salary as ranging anywhere from $43,000 to $199,000, a 4.6x spread with no explanation.
The actual cause is a data quality problem, not a real market signal. ZipRecruiter maintains separate salary pages for different job-title search strings, and some of those strings (such as the exact phrase “AWS Certified Security Specialty” as a job title) pull from a thin pool of mislabeled or low-volume postings, producing unreliable averages far below what security specialists with this credential actually earn. The broader, more reliable figure comes from Skillsoft’s IT Skills and Salary Report, which surveys actual certification holders directly rather than scraping job-title strings.
This guide uses named, dated sources for every figure and flags which numbers come from large, reliable survey samples versus thin job-title scrapes. Where sources disagree meaningfully, both are shown with their methodology noted rather than averaged into a single misleading number.
Quick Reference: Salary by Certification
| Certification | Reported Salary | Source | As Of |
| Cloud Practitioner | $85,866 (entry-level) | ZipRecruiter | June 2026 |
| Cloud Practitioner | $105,419 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Solutions Architect – Associate | $99,410 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Solutions Architect – Associate | $144,624 (role average) | Glassdoor | March 2026 |
| Developer – Associate | $119,000 (base) | PayScale via Coursera | Oct 2025 |
| Developer – Associate | $125,879 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| SysOps Administrator – Associate | $129,840 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| SysOps Administrator – Associate | $112,422 (role average) | ZipRecruiter | May 2026 |
| Solutions Architect – Professional | $155,905 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Solutions Architect – Professional | $176,512 (role average) | Glassdoor | June 2026 |
| DevOps Engineer – Professional | $164,012 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| DevOps Engineer – Professional | $140,156 (role average) | Glassdoor | April 2026 |
| Security – Specialty | $158,594 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Advanced Networking – Specialty | $151,061 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Machine Learning – Specialty | $171,725 (holder average) | Skillsoft IT Skills & Salary Report | 2026 |
| Machine Learning – Specialty | $145,725 (role average) | ZipRecruiter | March 2026 |
Two numbers appear for most certifications because two different things are being measured. “Holder average” from Skillsoft surveys people who hold the certification, regardless of their exact job title, and reflects total compensation across a large global sample. “Role average” from ZipRecruiter or Glassdoor measures pay for a specific job title, which captures market rate for that role but can be skewed by how few or how many job postings use that exact phrase.
Why Holder Surveys and Role Scrapes Disagree
Understanding this distinction explains nearly every contradiction you will find across salary guides on this topic.
| Data type | What it measures | Strength | Weakness |
| Certification holder survey (Skillsoft) | Total comp for people who hold the cert, any job title | Large global sample, controls for the credential directly | Self-reported, broad job title mix |
| Job title scrape (ZipRecruiter, Glassdoor) | Pay for postings matching an exact job title string | Reflects real market job postings | Thin samples for niche or rarely-used exact titles produce unreliable averages |
The Security Specialty example is the clearest case. Few employers post a job literally titled “AWS Certified Security Specialty,” so ZipRecruiter’s job-title page for that exact phrase pulls from a small, noisy sample and reports $67,675. Skillsoft’s holder survey, which asks actual certified professionals what they earn regardless of job title, reports $158,594, a number consistent with what cloud security engineers and architects holding this credential are paid across multiple corroborating sources. The same pattern explains why “AWS Certified Developer Associate” job-title pages sometimes show implausibly low numbers ($55,000 range) while the role itself, measured properly, pays $119,000 to $126,000.
When you see a wide, unexplained salary range in an AWS certification article, this mismatch is almost always the cause.
Foundational Level
AWS Certified Cloud Practitioner
Entry-level professionals with no prior cloud experience average $85,866 according to ZipRecruiter’s June 2026 data. Skillsoft’s broader holder survey, which includes Cloud Practitioner holders at various career stages rather than only first-time entrants, reports a higher $105,419 average. The gap reflects the fact that many Cloud Practitioner holders are not brand-new to IT; they are professionals from adjacent roles validating baseline cloud knowledge before stacking additional certifications.
AWS Certified AI Practitioner
This is the newest foundational credential and the most volatile to cite. Some guides report figures as high as $204,000 to $286,000 for AI Practitioner holders, which reflects total compensation for senior AI/ML professionals who happen to also hold this entry-level credential, not what the credential alone commands. Treat any AI Practitioner salary figure with caution until more holder-survey data accumulates; the credential is too new and too often held alongside far more senior AI credentials to isolate its standalone salary impact yet.
Associate Level
| Certification | Skillsoft Holder Avg | Role-Title Avg (ZipRecruiter/Glassdoor) |
| Solutions Architect – Associate | $99,410 | $144,624 (Glassdoor, Mar 2026) |
| Developer – Associate | $125,879 | $119,000 base (PayScale via Coursera) |
| SysOps Administrator – Associate | $129,840 | $112,422 (ZipRecruiter, May 2026) |
Solutions Architect Associate shows the widest gap between holder survey and role title data of any associate-level credential. The most likely explanation: many Solutions Architect Associate holders work in titled roles like “Cloud Engineer” or “DevOps Engineer” rather than literally “Solutions Architect,” which pulls the Skillsoft holder average down relative to Glassdoor’s role-specific figure. If your target job title is literally Solutions Architect, weight the Glassdoor figure more heavily. If you are certifying to support a broader cloud engineering career, the Skillsoft figure is the more representative baseline.
Professional Level
| Certification | Skillsoft Holder Avg | Role-Title Avg |
| Solutions Architect – Professional | $155,905 | $176,512 (Glassdoor, Jun 2026) |
| DevOps Engineer – Professional | $164,012 | $140,156 (Glassdoor, Apr 2026) |
Professional-level certifications show consistently strong pay across every data source, with no figure dropping below six figures in any reliable dataset. This is the clearest evidence that professional-tier AWS credentials carry genuine, broad-based salary weight rather than being inflated by a handful of outlier postings.
DevOps Engineer Professional is worth flagging specifically: it is the only certification in this guide where the Skillsoft holder average ($164,012) exceeds the Glassdoor role average ($140,156). This suggests DevOps Engineer Professional holders frequently work in higher-paying adjacent roles (Site Reliability Engineer, Platform Engineer, Staff Engineer) that are not captured by a literal “AWS DevOps Engineer” job title search.
Specialty Level
| Certification | Skillsoft Holder Avg | Notes |
| Machine Learning – Specialty | $171,725 | Highest-paying AWS credential by holder survey |
| Security – Specialty | $158,594 | Heavily distorted by thin job-title scrapes elsewhere; this is the reliable figure |
| Advanced Networking – Specialty | $151,061 | Consistent across sources |
Machine Learning Specialty is the highest-paying AWS certification by every reliable measure in this guide. This tracks with broader market data: AI and ML specializations are the fastest-growing salary category across the entire cloud certification landscape, with multiple industry sources citing year-over-year growth in the 14 to 15 percent range for ML-adjacent roles, well above the growth rate for cloud certifications generally.
Security Specialty deserves a second mention here because it is the certification most damaged by the data quality issue described earlier in this guide. If you have seen a salary range for this credential that looks implausibly wide or low, the $158,594 Skillsoft figure is the one to trust.
What Actually Moves Your Salary
Certification level matters less than role and experience. The data above makes one thing clear: a Solutions Architect Associate holder working an actual Solutions Architect role can out-earn a Developer Associate holder by a wide margin, but the certification itself is a smaller lever than the job title and seniority attached to it.
Stacking certifications has a real but diminishing return. Multiple sources converge on roughly a 26 to 27 percent average salary increase tied to AWS certification broadly, with Jefferson Frank survey data cited across several sources showing 73 percent of AWS certified professionals received a raise after certification. That premium is strongest for the first one or two certifications and flattens out after three or four, particularly outside of specialized roles like ML or security where deep stacking still pays.
Specialty and professional credentials carry more weight than foundational ones. This is the most consistent pattern in the entire dataset. No specialty or professional certification in this guide reports a reliable holder average below $150,000. No foundational certification reports above $106,000. The associate tier is the genuine inflection point, which is exactly why Solutions Architect Associate remains, by job posting volume, the single most requested AWS credential in cloud job listings.
Geography still matters, but less than it used to. Remote-friendly cloud roles have compressed some of the historical premium for living in major tech hubs, though California, Washington, and New York still post the highest state-level averages across nearly every AWS role tracked by ZipRecruiter and Salary.com.
How This Compares to Azure and Google Cloud
AWS certifications generally command a modest premium over equivalent Azure credentials at the foundational and associate tiers, reflecting AWS’s larger market share, though the gap narrows significantly at the professional and specialty tiers where platform-specific expertise matters more than platform brand. If you are deciding which cloud platform to certify in first, see our breakdown of the Azure Certification Path for a side-by-side comparison of how Microsoft’s certification levels and salary patterns map against AWS’s.
FAQs
What is the highest-paying AWS certification?
AWS Certified Machine Learning – Specialty, with a holder average of $171,725 according to Skillsoft’s 2026 IT Skills and Salary Report. AWS Certified Solutions Architect – Professional and DevOps Engineer – Professional follow closely behind, both averaging above $155,000.
Why do AWS salary figures vary so much between websites?
Most sites blend certification-holder survey data with job-title-specific scrapes without distinguishing between them. Holder surveys measure what certified professionals actually earn regardless of title. Job-title scrapes measure pay for postings matching an exact phrase, which can be unreliable for niche titles with few postings.
Is AWS Certified Cloud Practitioner worth it for the salary alone?
The entry-level salary bump is modest ($85,000 to $105,000 depending on source) compared to associate and professional tiers. Its real value is as a foundation that makes pursuing Solutions Architect Associate or Developer Associate faster and more accessible, both of which carry significantly stronger salary signals.
Does AWS Certified Security Specialty really pay less than other specialty certifications?
No. Some widely cited figures showing low Security Specialty pay come from a thin, unreliable job-title data sample. The more reliable holder-survey figure is $158,594, comparable to or higher than Advanced Networking Specialty and only modestly below Machine Learning Specialty.
How much does AWS certification typically increase salary?
Multiple independent sources, including Jefferson Frank survey data, converge on roughly a 26 to 27 percent average salary increase tied to holding an AWS certification, with 73 percent of certified professionals reporting a raise after certification.
Should I pursue Solutions Architect Associate or Developer Associate first for salary?
Solutions Architect Associate shows a stronger role-title salary average ($144,624 via Glassdoor) and is requested in a higher volume of job postings, making it the more broadly valuable first associate-level credential for most career paths. Developer Associate is the stronger choice if your career is specifically code-focused rather than infrastructure-focused.
Do AWS certifications expire, and does that affect salary data?
Yes, AWS certifications are valid for three years and require recertification. Salary data in this guide reflects currently certified professionals; lapsed certifications are not typically distinguished in most survey methodologies, which is a limitation worth keeping in mind.
Is the AWS Certified AI Practitioner salary data reliable yet?
Not yet. The credential is too new and too frequently held alongside far more senior AI/ML certifications to isolate a reliable standalone salary figure. Treat any specific number for this credential with caution until more holder-survey data accumulates through 2026 and 2027.
Which pays more: stacking AWS certifications or pursuing one specialty credential deeply?
Specialty credentials, particularly Machine Learning and Security, generally outpace the return from stacking three or more associate-level certifications. The data shows diminishing returns after two or three certifications outside of specialty tracks.
Where does this salary data come from?
Primarily the Skillsoft IT Skills and Salary Report 2026 for certification-holder averages, with ZipRecruiter and Glassdoor role-title data shown alongside for comparison. Every figure in this guide is individually sourced and dated rather than presented as a single blended average.
