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 6 July 2025, comparing them to the same period in the previous two years.

6 months to
6 Jul 2025
Same period 2024 Same period 2023
Rank 586 638 630
Rank change year-on-year +52 -8 +230
Permanent jobs citing Data Analysis Expressions 147 276 289
As % of all permanent jobs advertised in the UK 0.25% 0.26% 0.33%
As % of the Programming Languages category 0.87% 0.82% 0.79%
Number of salaries quoted 119 240 241
10th Percentile £41,250 £38,750 £36,250
25th Percentile £45,000 £41,500 £44,525
Median annual salary (50th Percentile) £55,000 £51,250 £55,000
Median % change year-on-year +7.32% -6.82% +4.76%
75th Percentile £65,000 £65,625 £72,500
90th Percentile £82,500 £77,500 £85,000
UK excluding London median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 16,887 33,660 36,662
As % of all permanent jobs advertised in the UK 28.30% 31.62% 41.29%
Number of salaries quoted 10,812 24,916 25,870
10th Percentile £37,000 £35,000 £38,750
25th Percentile £47,683 £45,000 £48,750
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £81,250 £78,750 £85,000
90th Percentile £107,500 £100,000 £107,500
UK excluding London median annual salary £55,000 £55,000 £55,000
% change year-on-year - - +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 6 July 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 6 July 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 +41 136 £55,000 +4.76% 151
UK excluding London +96 88 £50,000 +11.11% 84
Work from Home +66 64 £57,000 +21.93% 74
London +61 51 £63,750 -1.92% 77
North of England +14 21 £50,000 +5.26% 21
Midlands +64 20 £46,000 +9.52% 23
South East +57 20 £65,000 +44.44% 25
East of England +40 18 £57,000 +32.56% 7
West Midlands +58 13 £48,000 +24.68% 19
Yorkshire +49 10 £52,000 +9.47% 3
North West -18 9 £50,000 +6.38% 16
East Midlands +46 7 £44,500 -1.11% 4
Scotland +81 4 £45,000 +5.88% 3
South West +92 3 £46,000 -12.38% 6
Channel Islands 0 2 £78,750 +43.18%
North East - 2 £40,250 - 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 10 (6.80%) Apache Spark
1 10 (6.80%) SharePoint
2 4 (2.72%) Apache Airflow
3 1 (0.68%) IBM Notes
3 1 (0.68%) Jupyter
Applications
1 33 (22.45%) Microsoft Excel
2 6 (4.08%) Microsoft Office
3 3 (2.04%) Spreadsheet
4 1 (0.68%) Microsoft PowerPoint
4 1 (0.68%) Sketch
Business Applications
1 2 (1.36%) Dynamics CRM
1 2 (1.36%) iTrent
2 1 (0.68%) FastStats
2 1 (0.68%) Raiser’s Edge
Cloud Services
1 146 (99.32%) Power Platform
2 96 (65.31%) Azure
3 44 (29.93%) Azure Data Factory
4 14 (9.52%) Azure Synapse Analytics
5 13 (8.84%) GCP
5 13 (8.84%) PowerApps
6 12 (8.16%) Azure DevOps
6 12 (8.16%) Power Automate
7 10 (6.80%) AWS
7 10 (6.80%) Azure Logic Apps
8 8 (5.44%) Dynamics 365
8 8 (5.44%) SaaS
8 8 (5.44%) Snowflake
9 7 (4.76%) Microsoft 365
10 3 (2.04%) dbt
10 3 (2.04%) Microsoft Purview
11 2 (1.36%) GitHub
11 2 (1.36%) GitHub Actions
11 2 (1.36%) Google Analytics
11 2 (1.36%) Serverless
Database & Business Intelligence
1 146 (99.32%) Power BI
2 65 (44.22%) Power Query
3 57 (38.78%) Data Warehouse
4 25 (17.01%) SQL Server Reporting Services
5 24 (16.33%) Data Lake
6 22 (14.97%) SQL Server Integration Services
7 17 (11.56%) SQL Server
8 14 (9.52%) Azure SQL Database
9 9 (6.12%) SQL Server Analysis Services
10 8 (5.44%) Big Data
10 8 (5.44%) Looker
10 8 (5.44%) Microsoft Analysis Services
10 8 (5.44%) Relational Database
11 7 (4.76%) Azure SQL Data Warehouse
12 6 (4.08%) Tableau
13 5 (3.40%) PowerPivot
14 4 (2.72%) Enterprise Data Warehouse
15 3 (2.04%) BigQuery
15 3 (2.04%) Parquet
15 3 (2.04%) Snowflake Schema
Development Applications
1 3 (2.04%) Git
2 2 (1.36%) Visual Studio Team System
3 1 (0.68%) ERwin
General
1 67 (45.58%) Social Skills
2 35 (23.81%) Analytical Skills
3 33 (22.45%) Finance
4 13 (8.84%) Inclusion and Diversity
5 12 (8.16%) Retail
6 7 (4.76%) Legal
6 7 (4.76%) Marketing
7 5 (3.40%) Banking
7 5 (3.40%) Law
8 4 (2.72%) Advertising
9 3 (2.04%) Automotive
9 3 (2.04%) Presentation Skills
10 2 (1.36%) Documentation Skills
10 2 (1.36%) Manufacturing
10 2 (1.36%) Public Sector
11 1 (0.68%) Billing
11 1 (0.68%) Electronics
11 1 (0.68%) Financial Institution
11 1 (0.68%) Local Government
11 1 (0.68%) Social Housing
Job Titles
1 55 (37.41%) Analyst
2 49 (33.33%) Developer
3 41 (27.89%) Business Intelligence Developer
4 40 (27.21%) Business Intelligence Analyst
5 30 (20.41%) Power BI Developer
6 27 (18.37%) Senior
7 26 (17.69%) Data Engineer
8 24 (16.33%) Lead
9 21 (14.29%) Power BI Analyst
10 15 (10.20%) Business Intelligence Lead
11 13 (8.84%) Data Analyst
11 13 (8.84%) Senior Analyst
12 11 (7.48%) Senior Business Intelligence Analyst
13 7 (4.76%) Lead Data Engineer
13 7 (4.76%) Senior Developer
14 6 (4.08%) Business Analyst
14 6 (4.08%) Senior Business Intelligence Developer
15 4 (2.72%) Business Intelligence Business Analyst
15 4 (2.72%) Embedded Developer
15 4 (2.72%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 9 (6.12%) Pandas
2 6 (4.08%) REST
3 5 (3.40%) JSON
4 3 (2.04%) RESTful
4 3 (2.04%) XML
5 2 (1.36%) .NET
6 1 (0.68%) Great Expectations
6 1 (0.68%) HTML5 Canvas
6 1 (0.68%) JSON Schema
6 1 (0.68%) Kafka
6 1 (0.68%) NumPy
6 1 (0.68%) OAuth
6 1 (0.68%) OAuth2
Miscellaneous
1 5 (3.40%) Management Information System
2 3 (2.04%) Cloud Native
2 3 (2.04%) Low-Code
2 3 (2.04%) Reinsurance
3 2 (1.36%) Credit Risk
3 2 (1.36%) Legacy Systems
3 2 (1.36%) Product Ownership
4 1 (0.68%) Analytical Mindset
4 1 (0.68%) Data Structures
4 1 (0.68%) Driving Licence
4 1 (0.68%) Educational Technology
4 1 (0.68%) FMCG
4 1 (0.68%) Onboarding
4 1 (0.68%) PropTech
4 1 (0.68%) Renewable Energy
4 1 (0.68%) SCORM
4 1 (0.68%) Self-Motivation
4 1 (0.68%) Social Media
Processes & Methodologies
1 145 (98.64%) Business Intelligence
2 102 (69.39%) Data Modelling
3 80 (54.42%) ETL
4 68 (46.26%) Analytics
5 66 (44.90%) Visualisation
6 48 (32.65%) Data Visualisation
7 44 (29.93%) Decision-Making
8 33 (22.45%) Problem-Solving
9 31 (21.09%) Data Analytics
9 31 (21.09%) Data Engineering
10 30 (20.41%) Actionable Insight
10 30 (20.41%) Data Analysis
10 30 (20.41%) Data Pipeline
11 22 (14.97%) Data Governance
12 21 (14.29%) Storytelling
13 20 (13.61%) Continuous Improvement
14 19 (12.93%) Mentoring
14 19 (12.93%) Performance Tuning
14 19 (12.93%) Stakeholder Management
15 18 (12.24%) Data Extraction
Programming Languages
1 131 (89.12%) SQL
2 54 (36.73%) Python
3 18 (12.24%) T-SQL
4 14 (9.52%) PowerShell
5 12 (8.16%) R
6 11 (7.48%) Bash
7 7 (4.76%) Scala
8 6 (4.08%) C#
9 3 (2.04%) Bicep
Qualifications
1 24 (16.33%) Degree
2 14 (9.52%) DBS Check
3 11 (7.48%) Azure Certification
4 8 (5.44%) Computer Science Degree
5 6 (4.08%) Microsoft Certification
6 1 (0.68%) Master's Degree
6 1 (0.68%) MCSE
6 1 (0.68%) PhD
6 1 (0.68%) PMI Certification
6 1 (0.68%) PMP
6 1 (0.68%) SnowPro
Quality Assurance & Compliance
1 13 (8.84%) Data Quality
1 13 (8.84%) GDPR
2 8 (5.44%) ISO/IEC 27001
3 2 (1.36%) Accessibility
3 2 (1.36%) Cyber Essentials
3 2 (1.36%) QA
4 1 (0.68%) Actionable Recommendations
4 1 (0.68%) Cyber Essentials PLUS
4 1 (0.68%) PCI DSS
4 1 (0.68%) SOC 2
System Software
1 1 (0.68%) Active Directory
1 1 (0.68%) Docker
Systems Management
1 2 (1.36%) Terraform
2 1 (0.68%) Kubernetes
Vendors
1 60 (40.82%) Microsoft
2 20 (13.61%) Databricks
3 10 (6.80%) Google
4 5 (3.40%) Salesforce
5 3 (2.04%) Alteryx
5 3 (2.04%) Nintex
6 1 (0.68%) dotdigital
6 1 (0.68%) eFront
6 1 (0.68%) Epicor
6 1 (0.68%) HubSpot
6 1 (0.68%) Informatica
6 1 (0.68%) Lotus
6 1 (0.68%) PayPal
6 1 (0.68%) SAP
6 1 (0.68%) Talend