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 19 May 2025, comparing them to the same period in the previous two years.

6 months to
19 May 2025
Same period 2024 Same period 2023
Rank 575 629 679
Rank change year-on-year +54 +50 +176
Permanent jobs citing Data Analysis Expressions 138 270 308
As % of all permanent jobs advertised in the UK 0.25% 0.27% 0.31%
As % of the Programming Languages category 0.83% 0.81% 0.72%
Number of salaries quoted 114 240 269
10th Percentile £40,725 £37,200 £36,100
25th Percentile £45,000 £41,824 £42,750
Median annual salary (50th Percentile) £55,000 £51,058 £52,500
Median % change year-on-year +7.72% -2.75% +5.00%
75th Percentile £68,750 £65,000 £72,500
90th Percentile £83,375 £77,500 £82,750
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 16,686 33,216 42,952
As % of all permanent jobs advertised in the UK 29.87% 33.25% 43.31%
Number of salaries quoted 11,261 24,896 27,477
10th Percentile £37,500 £35,000 £38,750
25th Percentile £47,683 £45,000 £49,250
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £80,000 £77,500 £86,250
90th Percentile £105,000 £100,000 £107,500
UK excluding London median annual salary £55,000 £54,000 £55,000
% change year-on-year +1.85% -1.82% +4.76%

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 19 May 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 19 May 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 +31 127 £55,000 +4.76% 120
UK excluding London +107 82 £50,000 +11.11% 85
Work from Home +48 54 £55,000 +16.40% 71
London +63 47 £62,500 - 51
Midlands +65 27 £47,500 +15.85% 24
South East +89 21 £65,000 +20.37% 25
North of England +8 20 £50,000 +5.26% 16
West Midlands +40 19 £50,000 +29.87% 13
Yorkshire +57 10 £50,000 +5.26% 6
North West -37 9 £50,000 +13.99% 8
East Midlands +23 8 £44,500 -1.11% 8
East of England +29 5 £55,000 +27.91% 6
South West +90 4 £45,500 -13.33% 8
Scotland +108 3 £54,088 +23.63% 6
Channel Islands - 2 £78,750 -
North East - 1 £50,000 - 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 13 (9.42%) SharePoint
2 10 (7.25%) Apache Spark
3 3 (2.17%) Apache Airflow
Applications
1 36 (26.09%) 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 95 (68.84%) Azure
3 40 (28.99%) Azure Data Factory
4 18 (13.04%) Azure Synapse Analytics
5 17 (12.32%) Azure DevOps
5 17 (12.32%) PowerApps
6 15 (10.87%) Microsoft 365
7 11 (7.97%) Power Automate
8 9 (6.52%) AWS
8 9 (6.52%) GCP
9 8 (5.80%) Dynamics 365
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 3 (2.17%) dbt
13 3 (2.17%) Google Analytics
13 3 (2.17%) PaaS
Database & Business Intelligence
1 137 (99.28%) Power BI
2 57 (41.30%) Power Query
3 56 (40.58%) Data Warehouse
4 23 (16.67%) Data Lake
5 21 (15.22%) SQL Server Reporting Services
6 19 (13.77%) SQL Server Integration Services
7 18 (13.04%) Azure SQL Database
8 15 (10.87%) 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
11 7 (5.07%) Looker
12 5 (3.62%) PowerPivot
13 4 (2.90%) Relational Database
13 4 (2.90%) Tableau
14 3 (2.17%) BigQuery
14 3 (2.17%) Enterprise Data Warehouse
14 3 (2.17%) Parquet
15 2 (1.45%) BusinessObjects Web Intelligence
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 63 (45.65%) Social Skills
2 36 (26.09%) Analytical Skills
3 27 (19.57%) Finance
4 10 (7.25%) Retail
5 6 (4.35%) Automotive
5 6 (4.35%) Presentation Skills
6 5 (3.62%) Banking
6 5 (3.62%) Marketing
7 4 (2.90%) Advertising
7 4 (2.90%) Law
7 4 (2.90%) Legal
7 4 (2.90%) Organisational Skills
8 3 (2.17%) Inclusion and Diversity
8 3 (2.17%) Local Government
9 2 (1.45%) Documentation Skills
9 2 (1.45%) Public Sector
10 1 (0.72%) Back Office
10 1 (0.72%) Social Housing
Job Titles
1 44 (31.88%) Analyst
2 43 (31.16%) Developer
3 38 (27.54%) Business Intelligence Developer
4 33 (23.91%) Data Engineer
5 29 (21.01%) Business Intelligence Analyst
6 28 (20.29%) Senior
7 27 (19.57%) Power BI Developer
8 13 (9.42%) Lead
8 13 (9.42%) Power BI Analyst
9 12 (8.70%) Data Analyst
9 12 (8.70%) Senior Analyst
10 11 (7.97%) Senior Business Intelligence Analyst
11 8 (5.80%) Lead Data Engineer
11 8 (5.80%) Senior Data Engineer
12 6 (4.35%) Embedded Developer
13 5 (3.62%) Senior Business Intelligence Developer
13 5 (3.62%) Senior Developer
14 4 (2.90%) Azure Engineer
14 4 (2.90%) Business Analyst
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%) XML
5 1 (0.72%) Great Expectations
5 1 (0.72%) Kafka
5 1 (0.72%) NumPy
5 1 (0.72%) PySpark
5 1 (0.72%) Visualforce
Miscellaneous
1 8 (5.80%) Management Information System
2 6 (4.35%) Product Ownership
3 3 (2.17%) Low-Code
4 2 (1.45%) Cloud Native
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%) Digital Media
5 1 (0.72%) Housing Association
5 1 (0.72%) IoT
5 1 (0.72%) Reinsurance
5 1 (0.72%) Renewable Energy
5 1 (0.72%) Social Media
Processes & Methodologies
1 134 (97.10%) Business Intelligence
2 90 (65.22%) Data Modelling
3 74 (53.62%) Visualisation
4 67 (48.55%) Analytics
5 57 (41.30%) ETL
6 48 (34.78%) Data Visualisation
7 42 (30.43%) Data Analysis
8 34 (24.64%) Problem-Solving
9 33 (23.91%) Data Engineering
10 31 (22.46%) Actionable Insight
11 30 (21.74%) Decision-Making
12 29 (21.01%) Data Analytics
13 28 (20.29%) Data Pipeline
14 20 (14.49%) Agile
14 20 (14.49%) Continuous Improvement
14 20 (14.49%) Stakeholder Management
15 18 (13.04%) Dashboard Development
15 18 (13.04%) Data Extraction
15 18 (13.04%) DevOps
15 18 (13.04%) Storytelling
Programming Languages
1 114 (82.61%) SQL
2 57 (41.30%) Python
3 16 (11.59%) PowerShell
3 16 (11.59%) T-SQL
4 13 (9.42%) R
5 10 (7.25%) C#
6 9 (6.52%) Bash
7 5 (3.62%) Scala
8 3 (2.17%) Bicep
9 1 (0.72%) Apex Code
9 1 (0.72%) Java
9 1 (0.72%) VB
9 1 (0.72%) VBA
Qualifications
1 29 (21.01%) Degree
2 15 (10.87%) Azure Certification
3 14 (10.14%) DBS Check
4 10 (7.25%) Computer Science Degree
5 4 (2.90%) Microsoft Certification
6 1 (0.72%) BPSS Clearance
6 1 (0.72%) Security Cleared
6 1 (0.72%) SnowPro
Quality Assurance & Compliance
1 14 (10.14%) Data Quality
2 8 (5.80%) GDPR
3 7 (5.07%) ISO/IEC 27001
4 5 (3.62%) QA
5 3 (2.17%) Cyber Essentials
6 2 (1.45%) Accessibility
6 2 (1.45%) PCI DSS
7 1 (0.72%) Actionable Recommendations
7 1 (0.72%) Cyber Essentials PLUS
7 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 56 (40.58%) Microsoft
2 28 (20.29%) Databricks
3 10 (7.25%) Google
4 5 (3.62%) SAP
5 4 (2.90%) Salesforce
6 3 (2.17%) Nintex
7 2 (1.45%) Alteryx
8 1 (0.72%) Medallia