PayMetric Labs
Data & Analytics2026 dataSalary by location

MLOps Engineer Salary in India 2026: Benchmarks, Range & Skills

+16.0% YoYMarket research summary
  • Businesses are moving AI into governed production
  • Deployment and monitoring capability is highly valued.
  • Enterprises scaling AI from pilot to production are hiring dedicated MLOps talent to operationalize models reliably.

The median MLOps Engineer salary in India is ₹22.7L in 2026, with a typical range from ₹22.1L to ₹23.1L. Pay has moved +16.0% year-on-year. Bengaluru currently leads city pay at ₹24.2L. This is base salary for permanent employees. Contracting instead? See day rates for this role below.

What does A MLOps Engineer do?

A MLOps Engineer is responsible for building and maintaining ML training and inference pipelines, model deployment workflows, and monitoring infrastructure using MLflow, Kubeflow, and Azure ML to productionise machine learning at scale.

Day-to-day responsibilities

  • Designing and maintaining ML training and inference pipelines
  • Building CI/CD workflows for model deployment with MLflow
  • Kubeflow
  • Azure ML
  • Monitoring model performance and data drift in production
  • Collaborating with data scientists to productionise experimental models
Medium demand+18% MLflow or Kubeflow ML pipeline tools+16% Kubernetes and container orchestration+14% Python ML engineering

National Median Salary

₹22.7L

per year

India annual benchmark • 2026

Salary Range (P25 – P75)

₹22.7L
₹14.3L₹31.3L

Data quality & confidence

Confidence Score

85%

YoY Momentum

+16.0%

Median salary benchmark

₹22.7L

annual - 2026

Typical salary range

₹22.1L-₹23.1L

25th-75th percentile

Year-on-year pay movement

+16.0%

from market research

Forward pay outlook

₹26.3L

Forecasted market posture

Permanent Salary Benchmark for MLOps Engineer

Permanent salary benchmarks for MLOps Engineer in India, from the low end to the top of the range, based on published market compensation data.

₹22.7L
₹14.3L₹31.3L

Low

₹14.3L

P25

₹22.1L

Median

₹22.7L

P75

₹23.1L

High

₹31.3L

MLOps Engineer Take-Home Pay in India (FY 2026-27)

After Income Tax & Cess · single, standard payroll deductions

Entry

Take-home/year

₹19,64,680

Effective rate

11.0%

Median

Take-home/year

₹20,08,340

Effective rate

11.4%

Senior

Take-home/year

₹20,37,200

Effective rate

11.6%

See the full band-by-band breakdown for MLOps Engineer

Adjust for your actual salary, see each Income Tax (New Regime) and 4% health & education cess band, and get monthly and weekly figures.

MLOps Engineer market demand in India

Hiring outlook · remote rate · top employers

Hiring outlook

Growing

Remote / hybrid

82%

of roles offer remote or hybrid

Salary growth (YoY)

+16.0%

market is paying more

Top hirers:
Walmart Global TechFlipkartMicrosoft IndiaGoogle IndiaRazorpayFreshworks

Full market demand breakdown for MLOps Engineer

Hiring drivers, remote rate detail, full employer list, and demand FAQs for India.

Market demand guide

Contract day rates available for this role

Median ₹14,727/day, see full breakdown, city rates, and take-home calculator

View MLOps Engineer day rates →
  • Businesses are moving AI into governed production
  • Deployment and monitoring capability is highly valued.
  • Enterprises scaling AI from pilot to production are hiring dedicated MLOps talent to operationalize models reliably.

Market Demand & Outlook

Hiring demand, top locations, and career outlook for MLOps Engineer

High Confidence

Demand level

Medium

Based on hiring signals relative to similar roles in this market.

Top hiring locations

BengaluruMumbaiHyderabadDelhi NCR

Career outlook

Strong upward salary momentum

MLOps Engineer salaries are showing strong movement, with latest benchmark growth at +16.0%.

MLOps Engineer Salary by Seniority Level

Seniority is the biggest single driver of MLOps Engineer pay in India. Entry-level roles start at ₹13.9L, rising 259% to ₹49.8L at lead or principal level.

Junior

₹13.9L

₹13.9L-₹13.9L middle band

Mid-level

₹22.3L

₹22.3L-₹22.3L middle band

Senior

₹33.2L

₹33.2L-₹33.2L middle band

Principal/Lead

₹49.8L

₹49.8L-₹49.8L middle band

Skills That Command a Premium for MLOps Engineers

Certain technical skills push MLOps Engineer salaries in India significantly above the ₹22.7L median. These are the most impactful skills to develop or highlight when negotiating.

MLflow or Kubeflow ML pipeline tools

+18%

salary premium vs median

Kubernetes and container orchestration

+16%

salary premium vs median

Python ML engineering

+14%

salary premium vs median

Azure ML or AWS SageMaker

+17%

salary premium vs median

Model monitoring and data drift detection

+15%

salary premium vs median

How Much Does a MLOps Engineer Earn by City in India?

MLOps Engineer salary varies meaningfully by location. Bengaluru commands a +7% premium over the national benchmark (₹24.2L), while Pune sits -8% at ₹20.9L. Location is worth factoring into any offer negotiation.

Why MLOps Engineer Salaries Are at This Level

MLOps Engineers in India earn a median salary of ₹22.7L in 2026, with a typical range from ₹22.1L at the 25th percentile to ₹23.1L at the 75th percentile. This benchmark reflects published market compensation data for annual pay across the India market.

Bengaluru currently leads city pay at ₹24.2L, which is 7% above the national benchmark. City coverage for this role includes Bengaluru, Hyderabad, Mumbai, Pune, Delhi NCR, helping you compare local pay differences without needing separate city-role pages.

At experience level, entry roles start around ₹13.9L, senior roles sit near ₹33.2L, and lead-level roles reach about ₹49.8L. Demand is currently moderate for this role based on recent coverage and salary momentum signals.

Frequently Asked Questions About MLOps Engineer Salary in India

1

What is the median MLOps Engineer salary in India?

The median MLOps Engineer salary in India is ₹22.7L in 2026. The typical range runs from ₹22.1L at the 25th percentile to ₹23.1L at the 75th percentile, based on published market compensation data.

2

Is MLOps Engineer salary increasing in India?

MLOps Engineer salaries have moved +16.0% year-on-year in India.

3

How does MLOps Engineer salary vary by city in India?

MLOps Engineer salaries vary across India. Bengaluru leads at ₹24.2L (+7% vs the national benchmark), while Pune sits at ₹20.9L. Use the city breakdown above to compare all locations.

4

What does a MLOps Engineer take home after tax in India?

A MLOps Engineer earning the median ₹22.7L gross in India will take home a net amount after income tax and other deductions. Use the PayMetric Labs take-home calculator on this page for an exact breakdown by tax band.

5

What experience level earns the most as a MLOps Engineer in India?

Principal/Lead-level MLOps Engineers in India earn the most, with a median of ₹49.8L, compared to ₹13.9L at entry level. Seniority is the strongest single driver of pay in this role.

6

How reliable is this MLOps Engineer salary benchmark?

This benchmark is derived from verified market compensation data and is rated High Confidence. High Confidence means the benchmark is corroborated across independent sources and is citation-ready. Moderate Confidence is directional context while coverage is still building. Limited Market Data means early signals only.

7

Is MLOps Engineer pay increasing?

An indicative year-over-year signal of +16.0% is available from the latest market research for this role. This figure is directional market research rather than a matched prior-year observation in our own dataset.

8

What should employers and candidates take from this benchmark?

Candidates should compare offers against the ₹22.1L-₹23.1L middle-market band, while employers should treat ₹22.7L as the current market midpoint for this role.

Compare MLOps Engineer pay in another market

The same role has published benchmarks in these markets. Open each local page for its salary range, tax context, and city detail.

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