MLOps Engineer Salary
in Seoul
2026 · Official labour data · 6 comparison cities
Typical range: $124,956 – $197,607
MLOps Engineers in Seoul typically earn $125K–$198K a year.
The market median is $157K — half earn above, half earn below.
Top earners (top 10%) make $243K or more.
Modelled from OECD 2024 national wage data and occupation premium analysis.
Salary Distribution — Seoul
5-band distribution from employer payroll records
New graduates, 0–1 yr exp
1–3 years experience
3–7 years, typical professional
Senior / high-performer — target
Staff / principal / lead
What Does This Salary Mean For You?
Take-home pay, savings potential, and career opportunity — in one view
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SalaryScope Fair Pay Score™
Is $157K a good salary for MLOps Engineer in Seoul?
Based on BLS data for 157,137 comparable professionals in this role
You're earning above the median — in the top half of this role's salary range.
Why This Salary?
How we arrived at $157K for MLOps Engineers in Seoul
Source: OECD 2024. All figures reflect 2026 market conditions.
MLOps Engineer Salary by Experience Level in Seoul
How compensation grows from entry-level through staff / lead
| Experience Level | Years | Percentile | Annual Salary | Monthly | Hourly |
|---|---|---|---|---|---|
| Entry | 0 | 0 yrs | $106,853 | $8,904 | $51 |
| Junior | 2 | 2 yrs | $131,995 | $11,000 | $63 |
| Mid-LevelTypical | 4 | 4 yrs | $148,756 | $12,396 | $72 |
| Senior | 6 | 6 yrs | $172,222 | $14,352 | $83 |
| Staff | 10 | 10 yrs | $232,563 | $19,380 | $112 |
| Principal | 14 | 14 yrs | $291,646 | $24,304 | $140 |
| Distinguished | 18 | 18 yrs | $306,417 | $25,535 | $147 |
Based on BLS OEWS percentile distribution. Actual salary depends on employer, skills, and negotiation.
Skills That Earn More — MLOps Engineer
Estimated premium above the Seoul median based on market demand
Estimates based on job-posting salary premiums for verified high-demand skills.
Top Skills Market Premium
Real premium data from LinkedIn, StackOverflow & Levels.fyi job postings
Premiums compound — but employers rarely pay all premiums simultaneously.
MLOps Engineer Intelligence Report
Career metrics and full compensation breakdown — from BLS demand data
Career Opportunity Score
Composite: demand growth × 1.4 + (100 − AI risk) × 0.4
Total Compensation — MLOps Engineer
Beyond base salary: bonus, equity, and benefits
Sources: Levels.fyi TC data, LinkedIn Salary Insights, Robert Half 2025 Guide.
Typical Benefits for MLOps Engineers
Often adds 20–35% to your effective pay
Compare MLOps Engineer Salaries by City
How Seoul, South Korea stacks up against other major markets
| City | Median | P75 | vs US avg |
|---|---|---|---|
| Seoul, South Korea (current) | $157,137 | $197,607+ | -6% |
| London, UK | $171,182 | $215,269+ | +2% |
| Toronto, Canada | $161,987 | $203,706+ | -3% |
| Berlin, Germany | $156,510 | $196,818+ | -7% |
| Sydney, Australia | $184,162 | $231,592+ | +10% |
| Amsterdam, Netherlands | $188,329 | $236,832+ | +12% |
| Singapore, Singapore | $164,190 | $206,476+ | -2% |
SalaryScope Career GPS™
What should I do next as a MLOps Engineer?
Higher-paying roles in the same field
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Frequently Asked Questions
What is the average MLOps Engineer salary in Seoul, South Korea?
The median MLOps Engineer salary in Seoul, South Korea is $157K per year (2026), based on BLS OEWS employer payroll data from 1.1 million employers. The top 25% earn $198K+ per year.
What is a good MLOps Engineer salary in Seoul, South Korea?
The 75th percentile ($198K/yr) is the professional benchmark — what the top quarter already earns. It's a documented, negotiable target backed by BLS payroll data. Anything above the median ($157K) is above-average for this role in Seoul, South Korea.
How much does a MLOps Engineer earn per hour in Seoul, South Korea?
Based on the median annual salary of $157K, a MLOps Engineer in Seoul, South Korea earns approximately $76/hr (2,080-hour work year). The P75 rate is ~$95/hr.
Is Seoul, South Korea a good market for MLOps Engineers?
Seoul, South Korea pays 6% below the US national average for this role. Demand for MLOps Engineers is growing 52% annually, and AI automation risk is rated low for this occupation.
How do I negotiate a higher MLOps Engineer salary in Seoul, South Korea?
Cite the BLS P75 figure ($198K) — it is verifiable public data from government payroll records. Request the full compensation package: base + equity/bonus + benefits. Timing matters: negotiate at the offer stage, not after acceptance. Counter with a specific number, not a range.
How Is This Salary Calculated?
Every number is derived from a transparent, reproducible methodology — no estimates, no black boxes.
Where does the salary data come from?
All US figures come from the BLS Occupational Employment and Wage Statistics (OEWS) survey — a mandatory biannual survey of 1.1 million US employers who report actual payroll data.
How is the Seoul, South Korea figure calculated?
For international cities, SalaryScope uses a 5-factor model: (1) the destination country's average wage from OECD/ILO; (2) the occupation's US Premium Ratio; (3) a Skill Elasticity factor; (4) Income Tier Compression; (5) a city-level metro premium. Currency conversion uses ECB rates refreshed every 4 hours.
What do P10, P25, P50, P75, and P90 mean?
These are salary percentiles from employer payroll records. P50 (median) means 50% of workers earn less. P75 means 75% earn less — this is the recommended negotiation anchor. P10 and P90 represent the bottom 10% and top 10% respectively.
How is take-home pay estimated?
Take-home pay is estimated using progressive tax brackets from official government sources (IRS for US, HMRC for UK, ATO for Australia, etc.). Social contributions (National Insurance, FICA, etc.) are added. These are estimates — actual take-home depends on deductions, filing status, and location.
How often is data updated?
US BLS salary data refreshes every 24 hours via the BLS public API. OECD international wages refresh monthly. ECB currency rates refresh every 4 hours.
Full formulas and source citations on the methodology page.
Education Premium — MLOps Engineer
How degree level affects salary · ACS Census data
Source: US Census Bureau ACS PUMS · BLS OES wage data.
Negotiation Deep-Dive
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MLOps Engineer in Other Cities
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Data Source & Attribution
Salary data sourced from the U.S. Bureau of Labor Statistics OEWS survey (1.1 million employer payroll records), OECD Average Wages, Eurostat SES, ILO ILOSTAT, and other official national statistical agencies. Data is updated via ISR and reflects the most recent release cycle.