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Entry-Level Data Analyst Jobs to Start Your Career

12 minute read | January 4, 2024
Sakshi Gupta

Written by:
Sakshi Gupta

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Data analysis involves inspecting, cleaning, transforming, and modeling data to support decision-making. Entry-level data analyst roles are diverse, including data entry, governance, and validation. This field demands attention to detail, patience, and a dedication to learning as you identify trends, create reports, and use tools like Power BI. . With high demand for full-time analysts, opportunities abound in various industries, from tech giants like Facebook to financial institutions and government agencies.

Embarking on a career in data analytics? This guide is your starting point.

What Does an Entry-Level Data Analyst Do?

Entry-level data analysts work on small parts of larger data analysis projects. As a junior data analyst, your broad responsibilities are to collect and analyze complex datasets, and their eventual goal is to produce insights that can help companies make better strategic decisions. 

A junior data analyst typically performs a variety of tasks related to data validation, data governance, and data entry. As a full-time data analyst or business analyst, you may find yourself doing any of the following:

  • Data validation is the process of ensuring that data is accurate and complete. A junior data analyst may be responsible for checking data for errors, such as typos, missing values, and inconsistent formats. They may also be responsible for developing and implementing data validation rules.
  • Data governance is the process of ensuring that data is managed effectively. A junior data analyst may be responsible for developing and implementing data governance policies and procedures. They may also be responsible for managing data quality and security.
  • Data entry is the process of entering data into a computer system. A junior data analyst may be responsible for entering data from paper forms, surveys, or other sources. They may also be responsible for cleaning and formatting data, may analyze data, and may be responsible for reporting.

Related Read: Entry Level Data Analyst Salary Guide: Who Makes What?

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Is It Hard To Land an Entry-Level Data Analyst Job?

Not if you have the right data science qualifications. Companies are open to hiring candidates who’ve completed data analysis bootcamps, so you don’t necessarily need to invest in a college degree. Apart from that, you should work on creating a data analyst portfolio by working on your own real-world projects.  

Entry-Level Data Analyst Jobs

Let’s now take a look at what different kinds of entry-level jobs entail. We’re going to break them down based on the technical skills, analytical skills, and communication skills that are expected of employees in each role. 

Data Analyst Intern

Not every data analyst enters the industry via the intern route, but becoming an intern is perhaps the best way to cut your teeth as an analyst without having to shoulder the expectations of a full-time role. Data analyst interns are given basic tasks to gauge their analytical skills. This will usually be a small piece of a larger project. For example, you may be required to scrape a website for a particular kind of data or produce actionable insights from a small raw dataset. 

Related Read: How to Land a Data Analyst Internship

Average Salary

The average salary for data analyst interns in the United States is $56,633.

These salaries can vary between cities.

In 2023, the average salaries for data analyst interns in Chicago, IL, New York City, NY, and San Francisco, CA, are as follows:

  • Chicago, IL: The average salary for a full-time data analyst intern in Chicago, IL, is approximately $61,517, with a typical range between $53,741 and $72,0401.
  • New York City, NY: The average salary for a full-time data analyst intern in New York City, NY is around $75,802 per year
  • San Francisco, CA: The average salary for a full-time data analyst intern in San Francisco, CA is about $78,147 per year.

Basic Requirements for This Role

The requirements for the data analyst intern role are quite minimal. You’ll need to have a basic understanding of data analysis methods and techniques and know how to work with business data. 

Junior Data Analyst

As a junior data analyst, you’ll get the opportunity to learn on the job and slowly begin contributing to bigger projects. This is one of the entry-level data analytics jobs where you can be given a whole host of different responsibilities based on the requirements of the company. 

A full-time entry level data analyst or junior data analyst usually work under more senior analysts who break down projects into manageable chunks. Junior analysts are then assigned small parts of the project based on their technical skills and analytical abilities. 

Average Salary

The average salary for full-time junior data analyst professionals in the US is $61,398. The average salary for a full-time junior financial analyst in San Francisco is approximately $81,423, while the average salary for a full-time junior data analyst in San Francisco is around $86,000. According to, the average salary for a full-time junior analyst in Chicago, IL is $57,110, with a typical range between $49,852 and $67,831.

Basic Requirements for This Role

You need to have strong problem-solving skills to work as a junior data analyst. This is because you will be called on to solve some problems that you run into on your own. It also helps to have some presentation skills because analysts often make presentations to defend some of their decisions and findings. 

Entry-Level Operations Analyst

As the name suggests, entry-level operations analysts work on the operations aspect of businesses. It will be your job to quantify the efficiency of different operational procedures and come up with propositions on how they can be enhanced. 

The specific job description for this role will depend on the nature of the business that you’re working in. If you’re hired by an e-commerce company, then you might be tasked with studying warehouse and delivery operations. An entry-level operations analyst in a bank, on the other hand, will focus on aspects like customer acquisition or underwriting processes. 

Average Salary

Entry-level operations analysts make $54,506 on average in the USA. According to ZipRecruiter, the average hourly pay for an Entry Level Operations Analyst in Chicago, IL is $31.74, with salaries as high as $70,000. Glassdoor indicates that the average salary for an Operations Analyst in San Francisco is $88,387 per year.

Basic Requirements for This Role

Operations analysts need to have a strong ability to study business processes. They must also be able to work with complex data sets, as their ultimate goal is to help make strategic business decisions using data-driven insights and critical thinking. 

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Junior Quantitative Analyst

Quantitative analysts are analysts who have especially strong math and statistics skills. It will be your job as a junior quantitative analyst to crunch the numbers and come up with insights that can drive up business profits. 

Quantitative analysts are usually hired in big numbers in the finance industry. Their main job there is to architect algorithms that can help venture capital firms, hedge funds, and investment banks, assess investment opportunities, quantify risk, and detect fraud. 

Average Salary

The average salary for junior quantitative analysts in the US is $96,875. ZipRecruiter reports that the average hourly pay for a Junior Quantitative Analyst in San Francisco is $35.24, while the average hourly pay for a Junior Quantitative Analyst in Chicago, IL is $31.74. reports that the average base salary for a Junior Analyst in Chicago, IL is $57,110.

Basic Requirements for This Role

You’ve probably figured out by now that you need to be good with math and statistics to work as a quantitative analyst. It helps if you know how to use a tool like SAS or R, which analysts use for quant-heavy work. 

Entry-Level Healthcare Data Analyst

Entry-level healthcare analysts work in a few different capacities in the healthcare industry. You might find yourself in an entry level data analyst role where you assist with healthcare research. These kinds of roles are usually reserved for data analysts who come with some kind of healthcare background. Another way in which data analysts can work in healthcare is by using data to analyze the operations of hospitals and other institutions that provide healthcare services. Or you might also work with public health bodies to build data regulatory frameworks for these institutions and perform data analysis for these institutions. 

Average Salary

The average salary of healthcare analysts in the US is $70,345. Salaries for the role typically range from $59,000 to $80,000, so entry-level hires can expect to make it closer to the lower end of that spectrum.

Basic Requirements for This Role

Healthcare analysts usually work with very large volumes of data, so you should be comfortable working with voluminous datasets. When it comes to research, the data often tend to be visual in nature. It helps if you are a data analyst who knows image processing and image classification techniques.

Junior Financial Analyst

As a junior financial analyst, you will most likely find yourself working in a bank, hedge fund, or insurance company. With the rise of startups, venture capital firms have also started hiring financial analysts in large numbers. 

Your job as a junior financial analyst will involve a lot of number crunching. You will need to have strong math skills so that you can work with quantitative data. You will also need to quickly bring yourself up to speed with foundational concepts in the financial sector for your job as a junior analyst. 

Average Salary

Junior financial analysts make $68,109 per year on average in the US.

Basic Requirements for This Role

The main requirement for junior financial analysts is strong quantitative skills. Python is growing in popularity as a tool used to crunch financial data, and you may be required to pick up the language for your work. 

Junior Business Intelligence Analyst

As a junior business intelligence analyst, you’ll contribute to projects analyzing market trends, products, and competitors. As a data professional, you will need to be good at mining business data from disparate sources and collating it for analysis. There will also be an emphasis on understanding your own company and the industry at large quickly. 

Average Salary

The average salary for junior business intelligence analysts is $46,460.

Basic Requirements For This Role

Junior business intelligence analyst roles usually require candidates to have basic skills in data analysis. You will need to know how to source data, build storage structures like data warehouses, and do basic analysis. Some companies might require you to learn a specific business intelligence tool like Domo or Rapid Insight. 

Entry-Level Manufacturing Analyst

Entry-level manufacturing analysts gather data from manufacturing operations and analyze them to generate insights to guide business decisions. Manufacturing analysis is a unique role because it primarily involves tools that are more mechanical than digital. However, there are now sensors and other devices used to generate data insights on the performance of manufacturing tools. Your work will often involve studying this data as well as identifying other key data sources on the factory floor. 

Average Salary

Manufacturing analyst salaries range from $67,500 to $120,000 in the USA. Entry-level hires can expect to make around the $70,000 mark.

Basic Requirements for This Role

Manufacturing analysts should be willing to spend time learning about how factories function. You may be required to spend some time on the factory floor so that you gain some close-in experience. From there on in, your job will involve using basic data analytics tools and programming languages like Python and R to analyze the data available to you. 

What Skills Do You Need To Land an Entry-Level Role as a Data Analyst?

Data analyst technical skills
Source: Dasca

To land a job as an entry-level data analyst, you’ll need to possess the following combination of hard and soft skills:

Soft Skills 

  • Organization
  • Attention To Detail
  • Presentation
  • Communication
  • Problem-Solving
  • Collaboration
  • Analytical Mindset

Hard Skills

The Best Places To Find Entry-Level Data Jobs

Here are a few ways that you can go about looking for entry-level data analyst job openings: 

Job Boards 

  • Indeed
  • LinkedIn
  • ZipRecruiter
  • AngelList
  • Kaggle
  • Digital Analytics Association 

Find a more exhaustive list of data job boards here


As a young data analyst, you should slowly build up a network that consists of other data analysts, recruiters in the industry, and tech industry veterans. LinkedIn is a great place to get started. All you need to do is look up data analysts, and you’re just a connection request away from getting to know someone better. Data science and analytics communities and events are also a great way to network with folks in the industry. 

Related Read: Data Science Communities You Should Join

Marketplaces (Freelance or Project-Based Work)

Not every data analyst needs to work in a full-time office environment. You can choose to take the more flexible option and work as a freelancer. If you do decide to go down that route, there are plenty of marketplaces that hire talented data analysts. 

Related Read: How To Become a Freelance Data Analyst 

Tips To Land Your First Data Analyst Role

Here are five things you can do to help land your first data analyst role:

Pursue a Bachelor’s Degree (in a Related Field) or a Data Analytics Bootcamp

Having the appropriate educational background is a surefire way to get a recruiter’s attention when you’re applying for a data analytics job. If you want to go down the more conventional route, then a bachelor’s degree in computer science, software engineering, or math can help you land a data analyst job. 

But that’s not the only option available to you. Data analytics bootcamps are more affordable and usually have students job-ready in a matter of months. Many bootcamps also offer a job guarantee or have career services offerings that can help you land a job quickly. 

Build Relevant Experience by Pursuing Volunteer Work or an Internship

Having an existing body of work is perhaps the best way to stand out from other candidates applying to entry-level data analyst roles. There are a few ways you can go about building one. 

Volunteering your time can be the easiest way to get your foot in the door at an organization. You can check in with non-profits and other institutions in your area to see if they require your skills as a data analyst and are willing to accommodate you in their team, even if it’s on a part-time basis. 

Data analyst internships are also a great way to ease yourself into a career in data analytics

Polish Your Resume

Your data analyst resume is how you create a first impression on recruiters. If your resume doesn’t make an impact, then you probably won’t have a chance to take the conversation further with companies that you’re interested in. 

Build Your Network

Who you know matters just as much as what you know when it comes to landing a job. So remember to interact with as many data analysts, recruiters, and tech industry managers as you can both online and offline. 

Find a Mentor

Not everyone has somebody more experienced looking out for them. If you manage to find a mentor, then you can find opportunities more easily and grow faster than you would have otherwise. 

FAQs About Landing an Entry-Level Data Analyst Job

We’ve got the answers to your most frequently asked questions:

Can I Get a Data Analyst Job Without a Degree?

Yes, you definitely can! Companies nowadays hire candidates who’ve graduated from data analytics courses and bootcamps. You can also apply to entry-level data analyst roles using a portfolio of projects that you’ve worked on. 

What Are the Qualifications To Become a Data Analyst?

You don’t need a qualification, like a specific degree or certification, to become a data analyst. Rather, you should focus on picking up the skills required for the job that you are applying for.

In general, data analysts should know how to process and analyze data; they should have a basic understanding of math and statistics. It also helps to know how to program in a language like Python or R. 

Is Data Analytics a Stressful Job?

Data analytics is not a stressful job on its own. In fact, it can be quite a rewarding career for those who enjoy the job. But if you do feel like your workload is getting a bit much to handle, you can always have that conversation with your manager. 

Does a Data Analyst Need To Code?

Not all data analysts code. Some work on mathematical analysis and others might use Microsoft Excel as their primary analytical tool. That said, it does help to know how to program because it is a skill that you might be called upon to use in your job as a data analyst.

Python, R, and Java are the programming languages you can choose from if you’re just starting out as a coder.

Where Are The Best Places To Work As a Data Analyst?

Big cities are definitely your best bet. In San Francisco, there are over 4,000 data analyst jobs available. In New York, NY there are over 10,000 data analyst jobs available, and more jobs are being added daily. Having said that, salaries in New York, NY are slightly lower than along the West Coast. Look for work in hubs where big firms are based, e.g. JPMorgan Chase, Facebook, Google, Amazon.

Since you’re here…
Considering a career in data analytics? We can get you there. Don’t take our word for it – check out our student reviews. After just 6 months of study in our fully flexible Data Analytics Bootcamp, we’ll boost you into a job in the field or your tuition back. Get started now with our free data analytics course. 

About Sakshi Gupta

Sakshi is a Managing Editor at Springboard. She is a technology enthusiast who loves to read and write about emerging tech. She is a content marketer with experience in the Indian and US markets.