Entry-Level Jobs That Ask for Experience: The Real Numbers
57% of entry-level job descriptions that state a number ask for 2 or more years of experience. See the numbers by role, and what to do about it.
Yes, many entry-level jobs ask for experience. In 398 job descriptions with an entry-level title, about half state a number of years. Of those, 43% ask for 0 to 1 years, 33% ask for 2 years, and 24% ask for 3 or more. Internships, projects, and part-time work count as experience when you describe the work and the result.
- 57% of entry-level job descriptions that state a number ask for 2 or more years of experience.
- About half of entry-level job descriptions state no number of years at all. Those are the easiest to apply to.
- Data engineer is the hardest of the four roles to enter. Software engineer is the easiest.
- Internships, projects, research, and part-time work count when you write them like a job: action, tool, result.
- A number of years is not always a hard rule. If you have the tools, apply.
Many new graduates see the same problem. The job title says "entry level" or "junior". The job description asks for 2 or 3 years of experience.
We looked at the numbers. Our users pasted 9,403 different job descriptions into Careerfornia from September 2025 to October 2026. 398 of them have an entry-level title: "entry", "junior", "associate", "new grad" or "intern".
Do entry-level jobs really ask for experience?
Yes. Of the entry-level job descriptions that state a number of years, 57% ask for 2 or more years. 24% ask for 3 or more.
There is also good news in the data. About half of the entry-level job descriptions state no number of years at all (195 of 398). They describe the tools and the tasks, and they stop there. These jobs are open to you if you have the tools.
How is that different from other jobs?
Other jobs ask for much more. 69% of all other job descriptions that state a number ask for 3 or more years. Only 8% ask for 0 to 1 years.
So an entry-level title does help. You are five times more likely to find a job that asks for 0 to 1 years (43% compared with 8%). But the title does not mean "no experience necessary".
Which roles are the hardest to enter?
Data engineer is the hardest of the four roles in our data. Software engineer is the easiest. The chart shows the share of entry-level job descriptions that ask for 2 or more years.
Read this chart with care. Each group is small (20 to 70 job descriptions). The order is useful. The exact percentages can change with more data.
The same pattern is in the jobs with no level in the title. 73% of those data engineer jobs ask for 3 or more years. For data analyst jobs, it is 50%. See the guides for data engineers, data analysts and software engineers.
Why do entry-level jobs ask for experience?
We cannot see the reason in the data. These are the common explanations.
- The title is a pay level. At many large companies, "associate" or "analyst I" is the name of the lowest level. People with 1 to 3 years are hired into it.
- The job description is a wish list. A team writes what it hopes for. Recruiters often interview people who have less.
- Old text gets copied. A team copies the last job description and changes the title.
- Internships count. When an employer writes "1 to 2 years", it can include internships and co-op terms.
What counts as experience?
Any work where you used the tools of the job and got a result can count. You do not need a full-time job title for it.
| Type of work | Where it goes in your resume | Example line |
|---|---|---|
| Internship or co-op | Experience | Built a Power BI dashboard that the sales team used each week |
| Research or teaching assistant | Experience | Cleaned survey data from 4,000 people with Python for a published study |
| Class or capstone project | Projects | Built a data pipeline with Airflow and Snowflake for 2 million rows of taxi data |
| Part-time or campus job | Experience | Wrote SQL reports for the housing office that replaced a manual count |
| Open-source or personal project | Projects | Added a caching feature to an open-source API, merged by the maintainers |
14% of all job descriptions in our data name a portfolio or GitHub. If you have a public project, put the link in your header.
How do you write a resume with less experience than the job asks for?
Write your internships and projects like jobs, and use the words of the job description. These are the steps.
1. Put experience and projects above education
A recruiter reads the top of the page first. After your first internship, your work is more important than your courses.
2. Give each item dates
Dates let the reader add up your experience. Two internships of 6 months and a research job of 12 months are 2 years of work with the tools.
3. Write each bullet point with an action, a tool, and a result
Worked on a class project about taxi data.
Built a data pipeline in Python and Airflow that loads 2 million rows of taxi data into Snowflake each night.
4. Use the exact words of the job description
If the job description says "data quality checks", write that. Do not write "validation scripts". See how to tailor your resume to a job description.
5. Do not hide the truth
Do not change "intern" to "engineer". Do not add a tool that you did not use. An interviewer can ask about each line.
Should you apply if you do not have the years?
Apply if you have the tools and you are near the number. A job description does not say how strict its number is. Some companies filter on it. Many do not.
Use this rule:
- The job asks for 2 years and you have 1 year of internships and projects: apply.
- The job asks for 3 years and you have 2: apply, and put your strongest result first.
- The job asks for 5 or more years and you have none: do not apply. Use the time for a different job.
Then apply to more jobs. If you tailor your resume for each one by hand, the work is slow. A tool can write the first version.
How did we get these numbers?
We used the job descriptions that Careerfornia users pasted from September 2025 to October 2026, with duplicates removed: 9,403 job descriptions.
A job description is "entry level" here when its title has "entry", "junior", "associate", "new grad", "graduate", "intern" or "early career". That gives 398 job descriptions. For the years, we took the first number of years that the text gives with the word "experience". 203 of the 398 state such a number.
The sample is the jobs that our users applied to. Most are data and software jobs in the United States. It is not a sample of all entry-level jobs.
Questions and answers
Why do entry-level jobs require experience?
In many companies, an entry-level title is a pay level, not a promise of zero experience. A job description is also a list of what the team hopes for. In our data, 57% of entry-level job descriptions that state a number ask for 2 or more years.
How many years of experience is entry level?
In our data, the median entry-level job description that states a number asks for 2 years. 43% ask for 0 to 1 years, 33% ask for 2 years, and 24% ask for 3 or more.
Do internships count as years of experience?
Many employers count them, and some do not. Put internships in your experience section with dates, tools, and results. That lets the reader count them.
Should I apply if I do not have the years of experience?
Yes, if you have the tools that the job description names and you are near the number. No job description says how strict the number is. Do not apply if the job asks for 5 years and you have none.
How do I get experience when every job asks for experience?
Use work that you already did: internships, class projects, research, part-time jobs, and open-source work. Write each one with an action, a tool, and a result, and put the tools of the job description first.