Data Analysis Expressions Jobs

Microsoft Data Analysis Expressions (DAX)
UK

The table below provides summary statistics for permanent job vacancies requiring Data Analysis Expressions skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Analysis Expressions over the 6 months leading up to 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 546 632 693
Rank change year-on-year +86 +61 +154
Permanent jobs citing Data Analysis Expressions 138 260 298
As % of all permanent jobs advertised in the UK 0.26% 0.26% 0.29%
As % of the Programming Languages category 0.88% 0.78% 0.66%
Number of salaries quoted 114 229 262
10th Percentile £38,600 £37,150 £36,250
25th Percentile £42,875 £41,500 £42,500
Median annual salary (50th Percentile) £50,000 £52,500 £52,500
Median % change year-on-year -4.76% - +5.00%
75th Percentile £68,750 £65,000 £72,500
90th Percentile £82,500 £77,500 £82,500
UK excluding London median annual salary £50,000 £45,000 £46,350
% change year-on-year +11.11% -2.91% +3.00%

All Programming Languages
UK

Data Analysis Expressions falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills.

Permanent vacancies with a requirement for coding skills 15,664 33,221 45,157
As % of all permanent jobs advertised in the UK 30.03% 33.78% 43.42%
Number of salaries quoted 11,561 25,021 28,803
10th Percentile £37,500 £35,000 £38,750
25th Percentile £47,683 £45,000 £49,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £82,500 £77,500 £86,250
90th Percentile £106,250 £100,000 £106,250
UK excluding London median annual salary £55,000 £53,500 £55,000
% change year-on-year +2.80% -2.73% +2.33%

Data Analysis Expressions
Job Vacancy Trend

Job postings citing Data Analysis Expressions as a proportion of all IT jobs advertised.

Job vacancy trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Trend

3-month moving average salary quoted in jobs citing Data Analysis Expressions.

Salary trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Histogram

Salary distribution for jobs citing Data Analysis Expressions over the 6 months to 30 April 2025.

Salary histogram for Data Analysis Expressions in the UK

Data Analysis Expressions
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis Expressions within the UK over the 6 months to 30 April 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +79 128 £50,000 -4.76% 92
UK excluding London +139 84 £50,000 +11.11% 60
Work from Home +113 52 £53,750 +14.97% 53
London +53 46 £58,750 -2.08% 31
Midlands +62 30 £47,500 +17.28% 18
West Midlands +53 22 £50,000 +29.87% 11
North of England +49 21 £50,000 +5.26% 15
South East +106 20 £65,000 +18.18% 7
Yorkshire +64 10 £50,000 +5.26% 7
North West +2 9 £50,000 +13.99% 6
East Midlands +48 8 £44,500 -1.11% 6
South West +108 5 £45,000 -14.29% 8
Scotland +118 3 £54,088 +20.19% 2
East of England +46 3 £55,000 +27.91% 11
Channel Islands - 2 £78,750 -
North East - 2 £48,750 - 2

Data Analysis Expressions
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (8.70%) SharePoint
2 9 (6.52%) Apache Spark
3 3 (2.17%) Apache Airflow
Applications
1 35 (25.36%) Microsoft Excel
2 7 (5.07%) Microsoft Office
3 4 (2.90%) Microsoft PowerPoint
4 3 (2.17%) Spreadsheet
5 1 (0.72%) Sketch
Business Applications
1 2 (1.45%) iTrent
2 1 (0.72%) Dynamics CRM
Cloud Services
1 137 (99.28%) Power Platform
2 98 (71.01%) Azure
3 39 (28.26%) Azure Data Factory
4 19 (13.77%) Azure DevOps
4 19 (13.77%) Azure Synapse Analytics
5 16 (11.59%) PowerApps
6 15 (10.87%) Microsoft 365
7 11 (7.97%) Power Automate
8 9 (6.52%) AWS
9 8 (5.80%) Dynamics 365
9 8 (5.80%) GCP
10 7 (5.07%) Azure Logic Apps
10 7 (5.07%) SaaS
11 6 (4.35%) GitHub
11 6 (4.35%) GitHub Actions
11 6 (4.35%) Snowflake
12 5 (3.62%) SuccessFactors
13 4 (2.90%) Microsoft Purview
14 3 (2.17%) PaaS
14 3 (2.17%) Serverless
Database & Business Intelligence
1 137 (99.28%) Power BI
2 57 (41.30%) Data Warehouse
3 56 (40.58%) Power Query
4 21 (15.22%) Data Lake
5 19 (13.77%) SQL Server Reporting Services
6 18 (13.04%) Azure SQL Database
7 17 (12.32%) SQL Server Integration Services
8 14 (10.14%) SQL Server
9 12 (8.70%) Microsoft Analysis Services
10 8 (5.80%) Big Data
10 8 (5.80%) SQL Server Analysis Services
11 7 (5.07%) Azure SQL Data Warehouse
12 6 (4.35%) Looker
13 5 (3.62%) PowerPivot
14 3 (2.17%) BigQuery
14 3 (2.17%) Enterprise Data Warehouse
14 3 (2.17%) Parquet
14 3 (2.17%) Tableau
15 2 (1.45%) BusinessObjects Web Intelligence
15 2 (1.45%) Relational Database
Development Applications
1 2 (1.45%) ERwin
1 2 (1.45%) Git
1 2 (1.45%) Visual Studio Team System
2 1 (0.72%) JIRA
General
1 60 (43.48%) Social Skills
2 36 (26.09%) Analytical Skills
3 28 (20.29%) Finance
4 9 (6.52%) Retail
5 7 (5.07%) Automotive
6 6 (4.35%) Presentation Skills
7 5 (3.62%) Banking
8 4 (2.90%) Advertising
8 4 (2.90%) Law
8 4 (2.90%) Legal
8 4 (2.90%) Marketing
8 4 (2.90%) Organisational Skills
9 3 (2.17%) Local Government
10 2 (1.45%) Documentation Skills
10 2 (1.45%) Inclusion and Diversity
10 2 (1.45%) Public Sector
11 1 (0.72%) Aerospace
11 1 (0.72%) Back Office
11 1 (0.72%) Social Housing
Job Titles
1 47 (34.06%) Developer
2 43 (31.16%) Business Intelligence Developer
3 40 (28.99%) Analyst
4 32 (23.19%) Data Engineer
5 30 (21.74%) Power BI Developer
6 28 (20.29%) Business Intelligence Analyst
7 27 (19.57%) Senior
8 13 (9.42%) Lead
9 12 (8.70%) Power BI Analyst
10 11 (7.97%) Data Analyst
10 11 (7.97%) Senior Analyst
10 11 (7.97%) Senior Business Intelligence Analyst
11 8 (5.80%) Lead Data Engineer
12 7 (5.07%) Senior Data Engineer
13 6 (4.35%) Embedded Developer
13 6 (4.35%) Senior Business Intelligence Developer
13 6 (4.35%) Senior Developer
14 4 (2.90%) Azure Data Engineer
14 4 (2.90%) Azure Engineer
14 4 (2.90%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 9 (6.52%) Pandas
2 4 (2.90%) JSON
2 4 (2.90%) REST
3 3 (2.17%) RESTful
4 2 (1.45%) .NET
4 2 (1.45%) PySpark
4 2 (1.45%) XML
5 1 (0.72%) Great Expectations
5 1 (0.72%) Kafka
5 1 (0.72%) NumPy
5 1 (0.72%) Visualforce
Miscellaneous
1 9 (6.52%) Management Information System
2 7 (5.07%) Product Ownership
3 3 (2.17%) Low-Code
4 2 (1.45%) Credit Risk
4 2 (1.45%) Data Structures
4 2 (1.45%) Self-Motivation
5 1 (0.72%) Analytical Mindset
5 1 (0.72%) Cloud Native
5 1 (0.72%) Data Fabric
5 1 (0.72%) Digital Media
5 1 (0.72%) Housing Association
5 1 (0.72%) IoT
5 1 (0.72%) Renewable Energy
Processes & Methodologies
1 134 (97.10%) Business Intelligence
2 92 (66.67%) Data Modelling
3 78 (56.52%) Visualisation
4 67 (48.55%) Analytics
5 56 (40.58%) ETL
6 50 (36.23%) Data Visualisation
7 43 (31.16%) Data Analysis
8 37 (26.81%) Problem-Solving
9 32 (23.19%) Data Engineering
10 30 (21.74%) Decision-Making
11 28 (20.29%) Actionable Insight
12 27 (19.57%) Data Analytics
12 27 (19.57%) Data Pipeline
13 22 (15.94%) Continuous Improvement
14 21 (15.22%) Agile
15 20 (14.49%) DevOps
16 19 (13.77%) Dashboard Development
16 19 (13.77%) Stakeholder Management
17 17 (12.32%) Computer Science
17 17 (12.32%) Storytelling
Programming Languages
1 111 (80.43%) SQL
2 56 (40.58%) Python
3 15 (10.87%) PowerShell
4 14 (10.14%) T-SQL
5 13 (9.42%) R
6 10 (7.25%) C#
7 8 (5.80%) Bash
8 5 (3.62%) Scala
9 3 (2.17%) Bicep
10 1 (0.72%) Apex Code
10 1 (0.72%) Java
10 1 (0.72%) VB
10 1 (0.72%) VBA
Qualifications
1 31 (22.46%) Degree
2 15 (10.87%) Azure Certification
2 15 (10.87%) DBS Check
3 10 (7.25%) Computer Science Degree
4 3 (2.17%) Microsoft Certification
5 1 (0.72%) BPSS Clearance
5 1 (0.72%) Security Cleared
5 1 (0.72%) SnowPro
Quality Assurance & Compliance
1 14 (10.14%) Data Quality
2 6 (4.35%) GDPR
2 6 (4.35%) ISO/IEC 27001
2 6 (4.35%) QA
3 2 (1.45%) Accessibility
3 2 (1.45%) Cyber Essentials
3 2 (1.45%) PCI DSS
4 1 (0.72%) SOC 2
System Software
1 1 (0.72%) Docker
Systems Management
1 2 (1.45%) Terraform
2 1 (0.72%) Kubernetes
Vendors
1 54 (39.13%) Microsoft
2 31 (22.46%) Databricks
3 8 (5.80%) Google
4 5 (3.62%) SAP
5 3 (2.17%) Nintex
5 3 (2.17%) Salesforce
6 2 (1.45%) Alteryx
7 1 (0.72%) Medallia