Before sitting for a Databricks certification exam, it's essential to understand the exam fees, retake policy, and discount programs. The pricing is simple — every exam costs $200 — but once you factor in retakes, multiple certifications, and comparisons with other vendors, cost-effectiveness strategy can vary dramatically.
This article walks through the fees for all 7 Databricks exams, the retake rules, available discounts and vouchers, cost comparisons with AWS and Snowflake, and exam strategies that maximize your return on investment.
As of March 2026, Databricks offers 7 certification exams, and every one of them costs a flat $200 USD. In Japanese yen, the rate fluctuates with the exchange rate, but at roughly 150 JPY/USD it works out to about 30,000 yen.
| Exam Name | Level | Exam Fee | Questions / Time | Passing Score |
|---|---|---|---|---|
| Data Engineer Associate (DEA) | Associate | $200 | 45 questions / 120 min | 70% |
| Data Engineer Professional (DEP) | Professional | $200 | 60 questions / 120 min | 70% |
| Data Analyst Associate (DAA) | Associate | $200 | 45 questions / 120 min | 70% |
| Machine Learning Associate (MLA) | Associate | $200 | 45 questions / 120 min | 70% |
| Machine Learning Professional (MLP) | Professional | $200 | 60 questions / 120 min | 70% |
| Apache Spark Developer Associate | Associate | $200 | 45 questions / 120 min | 70% |
| Generative AI Engineer Associate | Associate | $200 | 45 questions / 120 min | 70% |
A distinctive feature of Databricks is that Associate and Professional exams cost the same. AWS certifications, by contrast, charge $150 for Associate and $300 for Professional, which means Databricks Professional is $100 cheaper than AWS Professional.
If you fail, the retake rules are as follows.
| Item | Details |
|---|---|
| Waiting period | 14 calendar days after failure |
| Retake fee | $200 (same as the original; no discount) |
| Retake limit | No limit (you can retake as many times as you want) |
| Retake after passing | You can take the latest version when renewing your certification |
The 14-day waiting period is counted starting from the day after you fail. For example, if you fail on March 1, the earliest you can retake the exam is March 15. Use those 14 days to focus on the domains where you were weakest.
Because each retake costs $200, failing twice means spending a total of $600 (about 90,000 yen). It's far more economical overall to invest upfront in raising your pass rate (learning materials, practice question banks).
Options for reducing Databricks certification exam fees are limited, but you may be able to get discounts or vouchers through the following channels.
Attendees of the annual Data + AI Summit (formerly Spark + AI Summit) hosted by Databricks may receive free exam vouchers or 50% discount codes. At the 2025 Summit, every attendee received one free voucher. If your company covers the Summit registration fee (typically $1,500-$2,500), you can use the vouchers to save on exam fees.
Engineers at Databricks Consulting Partners or Technology Partners can access a partner program that allocates a certain number of free vouchers per year per company. To find out whether your company is a Databricks partner, check with your internal alliance team or with your Databricks sales contact.
Discount codes and free vouchers are sometimes distributed at meetups and hackathons hosted or sponsored by Databricks. These events are irregular, so they're not guaranteed, but following the Databricks events page makes it harder to miss the opportunity.
Compared to other major data-focused cloud certifications, Databricks sits in the mid-price range.
| Vendor | Associate Level | Professional Level | Retake Fee | Retake Wait |
|---|---|---|---|---|
| Databricks | $200 | $200 | $200 (same) | 14 days |
| AWS | $150 | $300 | Same | 14 days |
| Snowflake | $175 | $375 | Same | 14 days |
| Google Cloud | $200 | $200 | Same | 14 days |
| Azure (Microsoft) | $165 | $165 | Same | Restricted |
At the Professional level, Databricks' $200 is significantly cheaper than AWS at $300 or Snowflake at $375. At the Associate level, AWS is the cheapest at $150, but the $50 difference is a worthwhile investment once you factor in study materials and the unique market value of Databricks skills.
Many IT companies offer certification support programs. Here's how to maximize the share of your Databricks certification costs that your company covers.
Even when no formal program is documented, it's not uncommon to get approval through direct negotiation with your manager. Framing it around a concrete business benefit — for example, "Earning a Databricks certification will let me contribute to our team's Databricks adoption project" — makes approval much more likely.
Here are exam strategies, organized by goal, for getting maximum return on a limited budget.
Passing on the first try is obviously the most cost-effective outcome. To avoid wasting the $200 fee, make sure you meet the following criteria before sitting for the exam.
Among the 7 exams, DEA has the largest number of candidates, the richest set of study materials and trip reports, and the highest pass rate. Investing your first $200 in DEA — establishing both a passing experience and a study method — before moving on to the next certification minimizes your risk of failure.
To maximize your market value as a data engineer, the efficient path is to earn both Associate and Professional in the order DEA → DEP. Because 70% of the study content overlaps, taking them back to back within 2-3 months keeps additional study costs low. Two certifications come to $400 (about 60,000 yen), and with company support, your out-of-pocket cost can be zero.
Here's an estimate of the total cost of earning a Databricks certification, including expenses beyond the exam fee.
| Item | Estimated Cost | Notes |
|---|---|---|
| Exam fee | $200 (about 30,000 yen) | Per exam |
| Databricks Academy courses | Free | All courses are free to take |
| Official Practice Exam | Free | Available from the official Databricks site |
| NicheeLab question bank | Course-based pricing | Question banks optimized for each exam |
| Community Edition | Free | Hands-on learning environment |
| Reference books (e.g., Learning Spark) | 3,000-5,000 yen | Recommended for Spark Developer |
The fact that all Databricks Academy courses are free is a major advantage over AWS and Snowflake. AWS certifications often require the paid AWS Skill Builder plan ($29/month) or Udemy courses, so Databricks has the lowest total learning-material cost.
Databricks Certifications (General)
問題 1
An engineer took the Databricks Data Engineer Associate exam on March 1 and failed. Which statement about the retake is correct?
正解: B
The Databricks certification retake policy mandates a 14-day waiting period (cooling-off period) after a failure. If you fail on March 1, the earliest retake is March 15. The retake fee is the same $200 as the original — there is no discount. There is no cap on the number of retakes; you can keep attempting as long as you respect the 14-day waiting period. Option A (next-day retake and half-price discount), option C (30-day wait), and option D (retake limit) are all incorrect.
Can Databricks certification exam fees be reimbursed as a business expense?
Many companies cover IT certification costs through benefits or training budgets. Beyond the $200 exam fee, some employers also cover retake fees and learning materials. Check with HR or your manager about your company's certification support program, and complete any pre-approval paperwork before the exam if required. PSI sends a PDF receipt by email after the exam, which you can use for expense reimbursement.
Are there student discounts or free vouchers for Databricks exams?
As of March 2026, Databricks does not run a permanent official student discount program. However, free vouchers are sometimes distributed at Databricks-hosted hackathons and university partner programs. Discount vouchers from Data + AI Summit attendance are also available to students. All Databricks Academy courses are free to take, so you can keep your learning costs at zero.
Do I have to pay $200 again for every retake if I fail? Are there any discounts?
Yes, every retake costs the full $200. No retake discount is offered as of March 2026. You can retake after a 14-day waiting period, but because the financial impact is significant, we strongly recommend taking the exam only after consistently scoring 80% or higher on official practice questions. From a cost-effectiveness standpoint, the most important thing is to aim for a first-try pass using resources like the NicheeLab question bank and the official Exam Guide.
Practice with certification-focused question sets
無料で問題を解いてみるNicheeLab Editorial Team
NicheeLab editorial team focused on data engineering and cloud certification learning. Content is structured around practical study needs and official exam domains.
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