Demand Share
—
Median Salary
—
Job Count
—
last 26 weeks
All figures reflect the last 26 weeks of job postings.
Track Distributed System Validation trends weekly — free
8 engineers subscribe
Last 26 weeks
| Experience Level | p25 | p50 | p75 | p90 |
|---|---|---|---|---|
| Director · Backend | $157,000 | $157,000 | $157,000 | $157,000 |
| Junior · Backend | $87,700 | $87,800 | $87,900 | $87,960 |
| Lead · Backend | $156,650 | $192,050 | $213,100 | $217,500 |
| Mid · Backend | $133,900 | $162,000 | $205,000 | $265,000 |
| Principal · Backend | $167,875 | $207,500 | $248,675 | $289,500 |
| Senior · Backend | $170,000 | $182,700 | $212,250 | $226,440 |
| Staff · Backend | $200,000 | $229,150 | $262,500 | $280,300 |
| VP · Backend | $205,000 | $205,000 | $205,000 | $205,000 |
| Backend | $119,000 | $129,740 | $160,000 | $166,000 |
| Junior · Data | $121,250 | $137,500 | $153,750 | $163,500 |
| Lead · Data | $181,250 | $214,508 | $214,508 | $221,533 |
| Manager · Data | $158,750 | $217,500 | $243,750 | $259,500 |
| Mid · Data | $131,000 | $157,920 | $195,655 | $252,750 |
| Principal · Data | $176,563 | $207,400 | $257,125 | $332,003 |
| Senior · Data | $170,000 | $170,000 | $195,875 | $215,754 |
| Staff · Data | $193,155 | $225,500 | $255,750 | $271,500 |
| VP · Data | $138,300 | $142,700 | $147,100 | $149,740 |
| Data | $160,000 | $178,250 | $217,500 | $224,000 |
| Lead · DevOps | $139,000 | $154,144 | $164,750 | $177,000 |
| Manager · DevOps | $224,000 | $224,000 | $224,000 | $224,000 |
| Mid · DevOps | $135,000 | $152,500 | $169,500 | $197,500 |
| Principal · DevOps | $143,143 | $150,717 | $198,125 | $221,300 |
| Senior · DevOps | $160,438 | $181,000 | $198,750 | $213,850 |
| Staff · DevOps | $144,500 | $188,000 | $237,500 | $273,800 |
| VP · DevOps | $177,900 | $177,900 | $177,900 | $177,900 |
| DevOps | $109,000 | $109,000 | $109,000 | $109,000 |
| Junior · Embedded | $103,750 | $130,000 | $140,000 | $146,000 |
| Lead · Embedded | $138,500 | $187,500 | $222,000 | $228,800 |
| Manager · Embedded | $182,500 | $182,500 | $182,500 | $182,500 |
| Mid · Embedded | $110,625 | $128,750 | $140,000 | $165,250 |
| Principal · Embedded | $173,052 | $182,066 | $192,296 | $199,319 |
| Senior · Embedded | $125,500 | $153,950 | $177,611 | $203,000 |
| Staff · Embedded | $207,433 | $208,000 | $216,500 | $221,600 |
| Embedded | $117,500 | $117,500 | $160,750 | $186,700 |
| Lead · Frontend | $170,000 | $170,000 | $170,000 | $178,500 |
| Manager · Frontend | $235,450 | $235,450 | $235,450 | $235,450 |
| Mid · Frontend | $101,138 | $150,000 | $196,250 | $255,000 |
| Principal · Frontend | $204,500 | $223,000 | $242,375 | $273,650 |
| Senior · Frontend | $149,500 | $188,900 | $222,500 | $235,750 |
| Staff · Frontend | $186,500 | $212,500 | $263,000 | $273,400 |
| Junior · Fullstack | $82,775 | $92,500 | $117,500 | $149,000 |
| Lead · Fullstack | $170,000 | $170,000 | $170,000 | $189,500 |
| Manager · Fullstack | $219,900 | $219,900 | $219,900 | $219,900 |
| Mid · Fullstack | $131,908 | $158,410 | $200,000 | $240,000 |
| Principal · Fullstack | $189,615 | $215,400 | $263,188 | $295,500 |
| Senior · Fullstack | $170,000 | $192,500 | $215,000 | $245,000 |
| Staff · Fullstack | $196,250 | $232,500 | $271,000 | $286,840 |
| VP · Fullstack | $174,000 | $174,000 | $174,000 | $174,000 |
| Fullstack | $129,870 | $130,000 | $165,000 | $186,000 |
| Director · ML/AI | $256,525 | $290,150 | $329,400 | $352,375 |
| Intern · ML/AI | $74,000 | $93,000 | $159,000 | $198,600 |
| Junior · ML/AI | $190,000 | $190,000 | $190,000 | $190,000 |
| Lead · ML/AI | $165,094 | $211,200 | $258,050 | $268,500 |
| Manager · ML/AI | $166,038 | $259,200 | $318,500 | $318,500 |
| Mid · ML/AI | $149,125 | $190,000 | $222,750 | $293,380 |
| Principal · ML/AI | $192,500 | $226,000 | $300,000 | $332,600 |
| Senior · ML/AI | $177,050 | $203,500 | $231,500 | $262,500 |
| Staff · ML/AI | $211,276 | $236,750 | $300,000 | $329,700 |
| VP · ML/AI | $262,750 | $275,500 | $288,250 | $295,900 |
| ML/AI | $196,250 | $216,000 | $220,500 | $243,200 |
| Director · Management | $220,000 | $250,750 | $301,900 | $360,000 |
| Lead · Management | $161,000 | $210,000 | $257,000 | $285,200 |
| Manager · Management | $164,150 | $177,500 | $238,775 | $260,000 |
| Principal · Management | $204,750 | $218,500 | $292,550 | $336,980 |
| Staff · Management | $210,704 | $221,409 | $232,113 | $238,535 |
| VP · Management | $225,000 | $280,000 | $295,313 | $304,800 |
| Lead · Mobile | $170,000 | $170,000 | $170,000 | $170,000 |
| Mid · Mobile | $137,500 | $142,175 | $172,500 | $187,954 |
| Principal · Mobile | $234,594 | $249,396 | $264,198 | $273,079 |
| Senior · Mobile | $170,000 | $170,000 | $170,000 | $170,000 |
| Staff · Mobile | $202,500 | $260,450 | $555,000 | $555,000 |
| Mobile | $101,192 | $101,192 | $101,192 | $101,192 |
| Director · Other | $203,500 | $203,500 | $203,500 | $203,500 |
| Intern · Other | $118,875 | $147,750 | $173,875 | $189,550 |
| Junior · Other | $87,532 | $93,852 | $96,876 | $98,690 |
| Lead · Other | $144,592 | $172,825 | $212,813 | $260,228 |
| Manager · Other | $170,000 | $170,000 | $170,000 | $170,000 |
| Mid · Other | $108,000 | $134,000 | $150,000 | $172,300 |
| Principal · Other | $134,100 | $196,300 | $204,320 | $241,276 |
| Senior · Other | $138,758 | $170,000 | $181,125 | $207,596 |
| Staff · Other | $158,000 | $184,750 | $217,750 | $237,800 |
| VP · Other | $161,000 | $161,000 | $161,000 | $161,000 |
| Other | $103,160 | $134,500 | $173,750 | $205,000 |
| Director · Platform | $207,250 | $252,500 | $280,625 | $296,150 |
| Intern · Platform | $118,875 | $147,750 | $151,900 | $154,390 |
| Lead · Platform | $165,000 | $191,000 | $223,500 | $256,000 |
| Manager · Platform | $176,163 | $182,163 | $190,119 | $200,548 |
| Mid · Platform | $155,650 | $170,000 | $170,000 | $178,700 |
| Principal · Platform | $187,250 | $221,525 | $267,750 | $318,825 |
| Senior · Platform | $170,000 | $187,500 | $213,000 | $246,940 |
| Staff · Platform | $195,442 | $231,300 | $260,000 | $294,598 |
| VP · Platform | $279,750 | $289,500 | $315,498 | $331,096 |
| Platform | $105,125 | $114,500 | $160,500 | $169,500 |
| Director · QA | $224,050 | $224,050 | $224,050 | $224,050 |
| Junior · QA | $68,000 | $68,000 | $68,000 | $68,000 |
| Lead · QA | $136,250 | $145,250 | $167,153 | $170,750 |
| Mid · QA | $89,375 | $110,000 | $135,875 | $165,418 |
| Principal · QA | $144,327 | $149,154 | $153,980 | $156,876 |
| Senior · QA | $125,000 | $126,000 | $147,925 | $160,250 |
| Staff · QA | $157,250 | $170,000 | $170,000 | $180,200 |
Related stacks
Technologies most often required alongside this stack.
See all companies hiring Distributed System Validation engineers →
Never miss a shift in Distributed System Validation demand
Weekly Distributed System Validation salary data, hiring velocity, and company intel — free in your inbox.
Join 8 engineers getting weekly insights
Get market intelligence in your inbox
Free weekly insights on tech hiring trends, salaries, and in-demand stacks.
Already a subscriber? Sign in
Frequently Asked Questions
- How popular is Distributed System Validation in job listings?
- Distributed System Validation demand data is updated weekly from thousands of job listings.
- What is the median salary for Distributed System Validation roles?
- Salary data for Distributed System Validation roles is updated weekly as new job postings are analyzed.
- What technologies are commonly used with Distributed System Validation?
- Technologies frequently paired with Distributed System Validation include AWS, Agentic Qa Systems, Algorithms, Automated Remediation, Automated Testing.
Have thoughts on how we can improve?
Your feedback shapes what we build next