Access Mentorship and On-the-Job Training With a Data Analytics Apprenticeship
All salary and job outlook data in this article was retrieved from the cited sources September 2025. All data is subject to change.
Skilled data analysts play an essential role in helping organizations improve operations and increase efficiency, so it is no surprise that these experts are in high demand. According to the U.S. Bureau of Labor Statistics, employment of market research analysts is projected to grow 7% from 2024 to 2034, with about 87,200 openings each year.¹ Operations research analysts are projected to grow by 21% over the same period.² Backing up these forecasts, , job postings for data analysts have grown by about 20% annually since 2020, highlighting the accelerating demand for data expertise.³ A data analyst apprenticeship can help you jumpstart a career in this thriving field.
Data analyst apprentices get mentorship from industry experts and on-the-job training designed to prepare them for a seamless transition into their full-time careers. In this article, we’ll cover everything you need to know about data analytics apprenticeships, including available data analyst apprenticeship programs, future job prospects, and average apprentice pay.
Key Takeaways
- Data analyst apprenticeships provide paid, hands-on training and mentorship, often leading to full-time roles with the hiring company.
- Top programs are offered by major employers such as Google, Microsoft, Amazon, IBM, and Lockheed Martin.
- During their programs, apprentices learn to analyze and visualize data, apply statistical methods, work with tools like Python, Excel, SQL, and Tableau, and gain professional development through mentorship.
- The average salary for data analyst apprentices ranges from about $35,000 to $80,000+ annually, depending on the employer, workload, and experience level required.
- Completing an apprenticeship builds strong analytical and technical skills, opening pathways to careers such as business analyst, data scientist, business intelligence analyst, data engineer, and other in-demand roles in analytics.
What Is a Data Analyst Apprenticeship?
A data analytics apprenticeship is a structured work training program that combines paid, on-the-job experience with classroom or online learning. Apprentices gain the technical and analytical skills needed to become part of a company’s future workforce, often with a strong chance of full-time employment after completing the program.⁴
To apply for a data analyst apprenticeship, candidates are generally expected to have foundational knowledge of data, data structures, and analysis methods. Apprentices then develop practical, real-world applications of this knowledge under the guidance of a mentor.⁵
5 In-Demand Data Analytics Apprenticeship Programs
All roles listed in this article were retrieved from company websites September 2025, and all data is subject to change.
Landing one of the data analyst apprenticeship jobs listed below can give you access to high-quality training and mentorship at leading employers. Having a data analytics apprenticeship with a major company like Google or Microsoft on your resume can provide a strong advantage in this competitive field.
| Job Title | Company | Location | Length |
|---|---|---|---|
| Data Analytics Apprenticeship | Atlanta, Austin, Chicago, New York, Remote | 18 months⁶ | |
| Data Analyst Apprenticeship | Microsoft | Lagos | 16 weeks⁷ |
| Data Analyst Apprenticeship | Amazon | London | 42 months⁸ |
| Junior Data Analyst Apprenticeship | IBM | Multiple U.S. cities | 12 months⁹ |
| Data Analytics Apprenticeship | Lockheed Martin | Multiple | Varies¹⁰ |
In-Demand Data Analyst Apprenticeships In Detail
The most popular data analyst apprenticeships are the ones offered by big tech companies. These are paid programs that give you a chance to study, undergo training, and earn money at the same time. Read below for more information about the top entry-level data analytics apprenticeship jobs provided by some of the best employers in the industry.
Google Data Analytics Apprenticeships
Google’s data analytics apprenticeship program is a paid, full-time opportunity that lasts 20 months. It begins with structured training and continues with placement on a Google team for on-the-job learning. You will need to have good English communication skills and a solid track record of academic performance to get accepted. A key feature of this data analyst apprenticeship is holistic career development, and participants attend multiple career workshops to prepare for their next endeavors. Vacancies for Google data analyst apprenticeships open at different times of the year, so make sure to check the website frequently.6
Microsoft Data Apprenticeship Pathway
The Microsoft Leap Apprenticeship Program has a data analyst apprenticeship pathway with multiple locations around the world. The program lasts 16 weeks and involves both traditional classroom learning and hands-on technical training. Apprentices work alongside Microsoft employees and get a chance to practice their skills on real products. To apply for a data apprenticeship with Microsoft, you need a related educational background. After you submit an application with a personal essay, you may be invited to attend an interview before being accepted to the program.7
Amazon Data Analysis Apprenticeship
Amazon offers numerous apprenticeship programs all over the world, but its data analyst apprenticeship is based in the UK. The program lasts 42 months, and requires participants to be ready to work 40 hours per week. It combines self-study, digital learning, and face-to-face workshops. By the end of the data apprenticeship, you’ll be able to work across every stage of the data analysis lifecycle.8
IBM Junior Data Analyst Apprenticeship
IBM offers a wide range of apprenticeship programs as part of its New Collar initiative, which focuses on providing technical training to workers without a bachelor’s degree. The apprenticeship for data analysis lasts 12 months and covers topics like data visualization techniques, statistics, R, Python, and how to communicate your findings with stakeholders. Make sure to check the company website for current job openings.9
Lockheed Martin Data Analysis Apprenticeship
Lockheed Martin is a global aerospace, defense, and security company that offers apprenticeship opportunities ranging from aircraft maintenance to engineering. Under the data analyst apprenticeship program, you get a chance to undergo hands-on training by industry experts with a particular focus on building your leadership skills. Lockheed Martin apprentices receive many of the same benefits as other employees, including flexible schedules, competitive pay, and time off. The company also offers additional apprenticeship opportunities specifically for veterans rejoining the civilian workforce.10
Are There Remote Data Analyst Apprenticeship Jobs?
Yes. While these positions are not common, you can attend some data analyst apprenticeships remotely. For example, Google has offered remote data apprenticeship jobs in the past. Microsoft Leap apprenticeships also took place online during the pandemic. Today some remote opportunities are available, with many current listings for remote data analyst apprenticeships on job boards like Glassdoor and Indeed.11,12
What Does a Data Analyst Apprentice Do?
A data analyst apprentice’s responsibilities are to learn what a professional data analyst does and how to perform these tasks. The duties of a data analyst include gathering and inspecting a company’s data and extracting essential information to support various decision-making processes.
As a data analyst apprentice, you get to learn through hands-on projects and mentoring. You’ll learn the skills needed to analyze data sets, use data systems securely, apply statistical methodologies, and visualize data. These responsibilities are consistent with typical apprenticeship role descriptions from hiring platforms.13
Data Analytics Apprenticeship Salary
The average data analytics apprentice earns $74,582 per year, according to Glassdoor.14 Comparably lists the average salary as $79,790.15 As these numbers might suggest,the salary range for these roles varies, with some apprenticeships starting as low as $35,000–$40,000, depending on the employer and education level.16Your data analyst apprenticeship salary will largely depend on your employer, workload, and level of experience. Apprentices are entitled to a salary of at least minimum wage, and can get employee benefits like sick leave and healthcare during their apprenticeships.
Data Analyst Apprenticeship Requirements
The requirements for a data analyst apprenticeship will depend on the employer, but in general, candidates should have strong analytical skills, enjoy math, and have basic knowledge of data analytics software. Companies looking to hire data analyst apprentices usually want someone currently enrolled in or pursuing undergraduate studies, or who has relevant experience working with data.
To be hired as a data analyst apprentice, you should be familiar with some of the most used analytics tools, including Python, Excel, SAS, MySQL, and Tableau. You should have strong attention to detail, be good at data visualization, and be a critical thinker. However, some programs may accept applicants with fewer technical prerequisites, focusing instead on willingness to learn.16
Careers in Data Analytics You Can Pursue After an Apprenticeship
You can build a career in data analytics in a wide range of specialties, because almost every industry generates data that can be analyzed. Data analysts can work in agriculture, medicine, commerce, and climate research. We’ve listed some of the most common careers in data analytics below.
Business Analyst
A business analyst researches and analyzes data related to business operations, products, and services. They present business trends to company leaders and suggest data-driven solutions to improve business operations and finance. This is a great career in data analytics for someone with a business degree who is looking to switch to a data career later in life.
Data Scientist
A data scientist applies scientific methods to resolve business-related problems. They work with large amounts of data using advanced analytics tools to analyze trends, data sets, and patterns. Data scientists are among the highest-paid in this field. They typically have more advanced statistics training than professionals in other careers in data analytics.
Computer Systems Analyst
A computer systems analyst conducts diagnostics tests to ensure that whole computer systems are working smoothly. They look at the data from these tests to determine system problems. This type of data analyst also suggests software updates and evaluates new technologies that might meet the company’s needs, so it’s a good data analytics career for anyone who loves to learn about the latest developments in technology.
Quantitative Analyst
A quantitative analyst uses information derived from data analytics to identify financial trends and spot investment opportunities. They use math and statistics to understand these trends and calculate the risks. Quantitative analysts are in demand in the field of stock trading, banking, and insurance.
Market Research Analyst
This data analytics career focuses on consumer behavior. Market research analysts review advertising and sales data to see if companies are reaching their target audience or to identify a new target audience. They also research competitor performance and analyze the larger market to look for new sales opportunities.
"Career Karma entered my life when I needed it most and quickly helped me match with a bootcamp. Two months after graduating, I found my dream job that aligned with my values and goals in life!"
Venus, Software Engineer at Rockbot
Additional Emerging Careers in Data Analytics
In addition to the traditional roles above, today’s data analytics professionals also pursue careers such as:
- Business Intelligence (BI) Analyst – Specialize in dashboards, reporting, and data strategy.
- Data Engineer – Build and maintain data pipelines and databases to support analytics.
- Data Visualization Specialist – Create compelling visualizations to communicate insights.
- Marketing Analytics Manager – Apply analytics to digital marketing campaigns and ROI.
- Risk Analyst – Focus on data-driven risk management in finance, insurance, and compliance.
- Operations/Data Operations Analyst – Improve business processes and logistics using data.
- Analytics Manager, Chief Data Officer, or Chief Analytics Officer (CAO) – Lead and oversee company-wide data strategy.
Augmented Analytics Specialist – Use AI and machine learning tools to automate and scale data insights.
How to Get a Data Analytics Apprenticeship
To get a data analytics apprenticeship, you’ll need to be able to demonstrate that you meet the requirements of the program and are highly motivated to learn. The apprenticeship application process can be competitive, and if you don’t meet the requirements your chances of getting hired can be very slim. Apprenticeships often serve as a proving ground for future full-time roles, allowing employers to assess both technical and cultural fit.17
Most data analytics apprenticeships require some formal education, either through a university degree or a bootcamp. These programs will give you a solid foundation in statistics and computer programming so that when you do land an apprenticeship, you can focus on learning the practical business applications of these skills.
Data Analytics Bootcamps
Coding bootcamps are intensive learning programs that teach students data analysis skills through a mix of lectures and hands-on projects packed into three to six months of training. At a data analyst bootcamp, you will become job-ready by mastering industry-relevant tools such as Python, NumPy, Pandas, and advanced Excel.
Springboard’s Data Analytics Career Track, for instance, delivers six-month part-time training with mentorship, project-based learning, and a job placement focus—often including a money-back guarantee if outcomes aren’t met.18
The best data analyst bootcamps include career prep and job interview assistance that give you a competitive edge in applying for apprenticeships. Learning your skills through a bootcamp program is an excellent way to meet the requirements for an apprenticeship job.
Internships
There are many tech companies that offer data analyst internship programs for college students. Internships are shorter, less intensive, and less competitive than apprenticeships. You’ll still learn about data analytics in an on-the-job setting, but you’ll have fewer responsibilities and do lower-level work. Most internship programs are part-time and can be paid or unpaid.
Getting into an internship program with a well-known company is a great way to boost your resume and prepare for a data analyst apprenticeship. You can even apply for an apprenticeship at the same company after you graduate from college.
Trade Schools
A trade school, also known as a technical school, focuses on honing practical work skills with fewer academic lectures. Some colleges and universities offer data analytics programs that only take a few months to two years to complete.
Vocational Training
Like trade schools, some vocational institutes offer data analyst courses and certificates. Vocational schools focus on teaching practical skills. You can become a data analyst with or without a degree by enhancing your skills through vocational training. However, if you want to become a data scientist, you’ll probably need to complete a bachelor’s degree.
Is a Data Analytics Apprenticeship Worth It?
A data analyst apprenticeship will help you learn advanced data analytics skills through mentorship and work-based learning. Most data analytics apprenticeships are paid learning experiences. Even better, data analyst apprentices have a high chance of getting hired by the company they intern at.
A data analyst apprenticeship can be a worthwhile step to starting a career as a data analyst. However, apprenticeship programs can be hard to get into, and they aren’t the only way to start your career. Data analytics bootcamps are another way to gain intensive training, hands-on experience, and mentorship.
Data Analytics Apprenticeship FAQ
How hard is data analytics?
Most people think that data analytics is hard to learn. Analytics requires a love of data and statistics, and data analysts need to have skills in programming, mathematics, finance, and business. It is hard to be a data analyst if you don’t like detail-oriented, computer-based projects.
How do you know if an apprenticeship is legit?
There are apprenticeship schemes that hire “apprentices” for cheaper labor. All apprenticeship programs should have an Apprenticeship Agreement with details like the number of hours required per week, salary, and scope of learning. Data analyst apprenticeships should pay at least minimum wage with a mix of hands-on training and mentorship.
Do you get paid as an apprentice?
Much like an employee, an apprentice should receive at least minimum wage in the state they work in. Data analytics apprenticeships usually pay more than minimum wage because of the education requirements needed to enroll in the program. Apprentices also enjoy some of the same benefits as employees such as sick leave and health insurance.19
How many hours does an apprentice work?
A data analyst apprentice usually works full-time for 35 to 40 hours a week. Lectures, mentor meetings, and other training activities count as working hours. Some apprenticeships are available on a part-time contract, with 16–20 hours of work and learning per week.
Sources
- https://www.bls.gov/ooh/business-and-financial/market-research-analysts.htm
- https://www.bls.gov/ooh/math/operations-research-analysts.htm
- https://softwareoasis.com/data-analysts
- https://www.apprenticeship.gov/employers/explore-apprenticeship
- https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/reviving-the-art-of-apprenticeship-to-unlock-continuous-skill-development
- https://buildyourfuture.withgoogle.com/apprenticeships/data-analytics
- https://leap.microsoft.com/en-US/pathways/data/data-analyst/
- https://amazonapprenticeships.co.uk/data-analyst
- https://www.ibm.com/training/badge/ibm-junior-data-analyst-apprenticeship-certificate
- https://www.lockheedmartin.com/en-us/careers/candidates/students-early-careers/apprenticeships.html
- https://www.indeed.com/q-Data-Analyst-Apprentice-l-Remote-jobs.html
- https://www.glassdoor.com/Job/remote-data-analyst-apprenticeship-jobs-SRCH_IL.0%2C6_IS11047_KO7%2C34.htm
- https://www.ziprecruiter.com/hiring/how-to-hire/data-analyst-apprenticeship
- https://www.glassdoor.com/Salaries/data-analyst-apprentice-salary-SRCH_KO0%2C23.htm
- https://www.comparably.com/salaries/salaries-for-data-analytics-apprentice
- https://newapprenticeship.com/apprenticeships/data-analytics-apprenticeship
- https://www.ziprecruiter.com/hiring/how-to-hire/data-analyst-apprenticeship
- https://www.springboard.com/courses/data-analytics-career-track/
- https://www.apprenticeship.gov/help/what-difference-between-apprenticeship-and-internship
About us: Career Karma is a platform designed to help job seekers find, research, and connect with job training programs to advance their careers. Learn about the CK publication.
