What does a Data Analyst do? – Tasks and work environment
A Data Analyst works with collecting, processing, and analyzing large amounts of data to help organizations make well-informed decisions. Typical tasks include designing data models, interpreting statistical reports, and visualizing results using various tools and platforms. The work is often carried out in close collaboration with other IT specialists, business developers, and management teams. The work environment is usually office-based with access to advanced technical resources, but remote work and project-based assignments are also common.
Salary development over time
The salary for Data Analysts has steadily increased over the past three years. In 2022, the average salary was 52 700 SEK per month. The following year, 2023, the average rose to 55 100 SEK, representing an increase of approximately 4.6%. Between 2023 and 2024, the salary continued to grow positively, reaching 56 800 SEK, which is an additional increase of 3.1%. The total increase over the three-year period is thus close to 8%. This development reflects a growing demand for qualified data analysis in both the private and public sectors, driven by digitalization and increased requirements for data-driven decision-making, increasing the value of expertise in this field.
Data Analyst salary – complete overview
- Average salary: 56 800 SEK/month
- Lowest salary: 39,500 SEK/month (men), 42,200 SEK/month (women)
- Highest salary: 71,600 SEK/month (men), 67,800 SEK/month (women)
- Hourly wage: 342 SEK
- Gender pay gap: Women earn 90% of what men do
- Regional differences: Data not available
Education and qualifications
To work as a Data Analyst, a university degree in data or systems science, mathematics, statistics, or related fields is usually required. Many employers also seek experience in programming, database management, and analytical tools. There are several pathways into the profession, and both formal degrees and supplementary courses can be advantageous.
- Bachelor's degree: Data or systems science (3 years)
- Master's degree: Statistics, computer science, or related fields (5 years)
- Certifications: For example, in Python, SQL, Power BI, or other analysis tools
- Internship/trainee: Common in larger companies or consulting firms
- Self-study/online courses: Recommended to stay updated on new techniques
- Prerequisites: Good knowledge of mathematics, logical thinking, and problem-solving
Many Data Analysts work in teams where communication and collaboration are crucial, especially when analyses are translated into business decisions. The ability to translate complex data into understandable insights is highly valued by employers and colleagues.
Common benefits and compensations
Data Analysts are often offered competitive benefits such as occupational pension, wellness allowances, remote work options, further training, and flexible working hours. Bonus schemes and employee activities are also common within larger companies and consulting firms.
Competition and challenges
The job market for Data Analysts is dynamic and competitive, especially in metropolitan areas where many companies demand advanced data analysis skills. Despite positive salary trends, challenges include high requirements for technical competence and continuous professional development. The lack of standardized educational pathways and rapid technological change demand flexibility and ongoing learning. Additionally, gender pay gaps and representation issues pose challenges for the industry, with men generally earning higher salaries than women. Staying updated and certified in new tools and methods is essential to maintaining competitiveness.
Tips for aspiring Data Analysts
To succeed as a Data Analyst, it’s beneficial to combine analytical skills with a genuine interest in technology. Attention to detail and patience are important, especially when processing and interpreting large datasets. Good communication skills facilitate teamwork and help present results in an understandable manner. For those curious and problem-solving oriented, continuously exploring new tools and techniques in data analysis is advantageous. Building a portfolio of projects, via internships or personal initiatives, to showcase skills is recommended. Networking within the industry and following current trends can also open doors to interesting roles. Finally, being flexible and adaptable is crucial, as tasks and technologies evolve rapidly in this field.
Key facts about Data Analysts
- Educational level: Bachelor's degree or higher in data, statistics, or mathematics
- Work environment: Office-based, often with remote work options
- Work form: Project and team-based work common
- Demand: 179 job openings in May 2024
- Gender pay gap: Women earn 90% of what men do
Career paths and future prospects
After three to five years as a Data Analyst, opportunities include advancement to roles such as Data Scientist, BI specialist, project manager, or machine learning expert. Many also choose to move into leadership positions within analysis or IT development. According to the Employment Service’s forecasts, it is difficult to precisely assess future prospects for Data Analysts, as the profession is part of a broader occupational group with limited data. Nonetheless, the number of job openings and increasing digitalization suggest that the demand for qualified data analysts will remain high, especially in tech-intensive industries and larger organizations.
Frequently asked questions about Data Analysts
- What is the average salary of a Data Analyst?
- A Data Analyst has an average salary of 56 800 SEK per month.
- What are the lowest and highest salaries for Data Analysts?
- The lowest salary is 39,500 SEK and the highest is 71,600 SEK per month.
- What are the gender pay differences for Data Analysts?
- Women earn on average 52 700 SEK, which is 90% of men's salaries.
- What education is required to become a Data Analyst?
- Usually a bachelor's degree in data, statistics, or mathematics, sometimes supplemented with additional courses.
- What is the job market like for Data Analysts?
- There are 179 job openings in the profession, but the Employment Service does not provide an exact forecast.
- What are the most common job responsibilities?
- Data collection, analysis, visualization, and reporting to management and operations.
