Average Quality Data Analyst Salary in Kunming, China for 2026

In this article, we will look at the average Quality Data Analyst salary for 2026 in Kunming and how that compares to other countries and professions. We'll also look at interesting salary data points like median salary, 25th and 75th percentile salaries, salary amounts based on experience, bonus ranges and more!

The data in this article has been compiled using official government salary data, salary surveys, and other sources such as job postings which contain salary information.

All salary information is in the local currency, which is the Chinese yuan. To keep things simple, we are using the CNY currency code instead of the currency symbol ¥.

How Much Does a Quality Data Analyst Make in Kunming?

A Quality Data Analyst working in Kunming will typically earn around 282,500 CNY per year, and this can range from the lowest average salary of about 128,900 CNY to the highest average salary of 453,200 CNY.

These are average salaries for a Quality Data Analyst in Kunming and include benefits such as housing and transport. It's also possible for a Quality Data Analyst to earn more or less than the average salaries shown above.

Quality Data Analyst salaries will vary a lot based on your experience, location, skills, and gender. Keep reading below to research more data on each of these areas.

Distribution of Quality Data Analyst Salaries in Kunming

So we've looked at the average salaries a Quality Data Analyst will earn in Kunming. The next interesting data point is the distribution of salaries.

Salary ranges

We already know that a Quality Data Analyst can earn between 128,900 CNY and 453,200 CNY on average in Kunming. This is known as the range in statistics.

The difference between the maximum and minimum values is a good indicator of variability in salaries, and can be used by employers to figure out how much they can expect to pay, and for employees to know how much they can earn.

Median salary

The median salary for a Quality Data Analyst in Kunming is 308,900 CNY. This is the middle value in the distribution of salaries.

What this means is that approximately 50% of the population earn less than 308,900 CNY, and 50% of the population earn more than 308,900 CNY.

If you are earning more than the median salary, that's a good indicator that you are being paid well.

If you're not earning more than the median salary, your objective should be to increase your earnings to be at least as high as the median salary (which you can do by asking for a pay rise, looking for a better paying job, etc).

Percentiles

Percentiles are similar to the median salary, but instead of looking at the middle value, they look at the values in the top and bottom half of the distribution.

For the average Quality Data Analyst salary in Kunming, 25% of the population are earning less than 195,200 CNY while 75% of the population earn more than 195,200 CNY.

75% of the population earn less than 411,400 CNY, and 25% of the population earn more than 411,400 CNY.

Like the median salary, the 25th and 75th percentile salaries can be used to determine which quartile you fall into so that you know whether you are being paid well enough compared to others in your profession and location.

Quality Data Analyst Salary by Experience Level in Kunming

The most important factor in determining your salary after the specific profession is the number of years experience you have. It stands to reason that more years of experience will result in a higher wage.

We have researched the average Quality Data Analyst salary based on years of experience to give you an idea of how the average changes once you've worked for a certain amount of time.

• 0 - 2 Years Experience. A Quality Data Analyst in Kunming that has less than two years of experience can expect to earn somewhere in the region of 150,000 CNY.
• 2 - 5 Years Experience. With two to five years of experience the average Quality Data Analyst salary would increase to 197,600 CNY.
• 5 - 10 Years Experience. From five to ten years of experience as a Quality Data Analyst, the average salary would be 294,300 CNY.
• 10 - 15 Years Experience. Once you have more than ten years of experience the average salary reaches around 357,700 CNY.
• 15 - 20 Years Experience. A Quality Data Analyst with 15 to 20 years of experience can earn an average of 388,100 CNY.
• 20+ Years Experience. For a Quality Data Analyst with more than 20 years, the expected average salary increases to 420,800 CNY.

Average Salary by Experience Chart

Quality Data Analyst Salary by Education Level in Kunming

As well as experience in a job, your education plays a big role in how much you can earn. A lot of higher paying positions require a high level of education, but how much can a degree increase your salary?

In our research we have compared the salaries of employees in the same job and career level with different levels of education to see how much more you can earn at each education level.

The salary you can earn based on your education is very specific to both your location and the career path you choose.

In our research, we looked at the average salary for a Quality Data Analyst in Kunming based on the education level of the employees in order to find out whether a better education level would increase your salary.

• Bachelor's Degree. A Quality Data Analyst in Kunming with a bachelor's degree education can earn an average salary of 172,400 CNY.
• Master's Degree. A Quality Data Analyst in Kunming with a master's degree education can earn an average salary of 332,100 CNY.

Average Salary by Education Chart

Quality Data Analyst Salary Compared by Gender

In the modern age, we know that there should never be a pay gap between men and women. Unfortunately, in many professions, there is still a significant difference between the salaries earned by men when compared to the salary of women in the same job.

In Kunming, a male quality data analyst will earn an average of 344,600 CNY, while a female quality data analyst will earn around 317,700 CNY.

This means that a male quality data analyst earns approximately 8% more than a female quality data analyst for performing the same job.

Average Salary by Gender Chart in Kunming

Quality Data Analyst Average Pay Raise in Kunming

In many countries, an annual pay raise is often given to employees to reward their service with a salary increase.

From our research, we can see that the average pay raise for a Quality Data Analyst in Kunming is around 11% every 16 months.

The national average pay raise across all professions and industries in China is around 9% every 15 months.

In this case, we can see that the number of months between the average pay raise is higher than the typical 12 months.

To make the data more meaningful, we can calculate what the approximate annual pay raise would be using a simple formula:

Annual Increase = ( Increase Rate ÷ Months ) × 12

So for this example, it would be:

Annual Increase = ( 11 ÷ 16 ) × 12  = 8%

What this means is that a Quality Data Analyst in Kunming can expect to receive an average pay raise of around 8% every 12 months.

Annual Pay Raise by Industry in Kunming for 2026

In the chart below, you can see the average annual pay raise percentages for each of the major industries in China.

You will see that companies in bigger and more lucrative industries tend to have the higher annual pay raises.

Quality Data Analyst Bonus and Incentive Rates in Kunming

Another part of your overall compensation in a job is how much bonus you receive. Some job roles will be more likely to pay a bonus than others and also more likely to have higher bonus rates.

Generally speaking, jobs that are more involved with direct revenue generation will receive higher bonuses based on the performance towards revenue goals.

A Quality Data Analyst is a moderate bonus based job, with 57% of employees reporting at least one bonus in the last 12 months.

43% reported that they had not received any bonuses in the previous 12 months.

For the employees that did receive a bonus in the previous 12 months, the reported bonuses ranged from 3% to 6%.

Government vs Private Sector Salaries

Another commonly asked question is whether you get paid a higher salary working in the public (government) sector or the private sector.

Public sector employees in China earn approximately 6% more than private sector employees in the same role.

Salaries for Jobs Similar to a Quality Data Analyst

In the table below, we have salary information for jobs that are similar to a Quality Data Analyst in Kunming.

Salary Comparison by City

If you want to compare salaries with different cities in China, you can use the links below to explore the data for each specific city we have researched.

Salary Comparison by State

The table below includes links to the average salary for each state in China.