Data Analysis Expressions Job Trends in London

Microsoft Data Analysis Expressions (DAX)
England > London

The table below provides summary statistics and salary benchmarking for jobs advertised in London requiring Data Analysis Expressions skills. It covers permanent job vacancies from the 6 months leading up to 17 April 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 372 358 409
Rank change year-on-year -14 +51 +113
Permanent jobs citing Data Analysis Expressions 40 50 98
As % of all permanent jobs in London 0.21% 0.39% 0.42%
As % of the Programming Languages category 0.79% 0.93% 1.05%
Number of salaries quoted 32 38 87
10th Percentile £32,838 £41,600 £44,000
25th Percentile £42,500 £50,313 £51,250
Median annual salary (50th Percentile) £62,500 £56,750 £60,000
Median % change year-on-year +10.13% -5.42% -14.29%
75th Percentile £74,875 £82,500 £75,625
90th Percentile £91,625 £106,000 £91,250
England median annual salary £51,250 £50,000 £52,500
% change year-on-year +2.50% -4.76% -

All Programming Languages
London

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 in London.

Permanent vacancies with a requirement for coding skills 5,059 5,359 9,318
As % of all permanent jobs advertised in London 26.37% 41.51% 40.15%
Number of salaries quoted 3,533 3,935 7,634
10th Percentile £47,500 £49,140 £47,500
25th Percentile £62,500 £60,125 £60,000
Median annual salary (50th Percentile) £82,500 £82,500 £80,000
Median % change year-on-year - +3.13% +2.38%
75th Percentile £100,000 £110,000 £102,500
90th Percentile £123,750 £130,000 £127,500
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

Data Analysis Expressions
Job Vacancy Trend in London

Historical trend showing the proportion of permanent IT job postings citing Data Analysis Expressions relative to all permanent IT jobs advertised in London.

Data Analysis Expressions job vacancy trend in London

Data Analysis Expressions
Salary Trend in London

Salary distribution trend for jobs in London citing Data Analysis Expressions.

Salary distribution trend for jobs in London citing Data Analysis Expressions

Data Analysis Expressions
Salary Histogram in London

Salary distribution for jobs citing Data Analysis Expressions in London over the 6 months to 17 April 2026.

Salary histogram for Data Analysis Expressions in London

Data Analysis Expressions
Job Locations in London

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 London region over the 6 months to 17 April 2026. 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
Central London +7 15 £67,500 +17.39% 8
East London - 1 £32,838 - 1
Data Analysis Expressions
England

Data Analysis Expressions
Co-Occurring Skills & Capabilities in London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (2.50%) Apache Spark
1 1 (2.50%) SharePoint
Applications
1 12 (30.00%) Microsoft Excel
2 6 (15.00%) Microsoft Office
3 2 (5.00%) Spreadsheet
Business Applications
1 1 (2.50%) Dynamics CRM
1 1 (2.50%) SimCorp Dimension
Cloud Services
1 40 (100.00%) Power Platform
2 16 (40.00%) Azure
3 10 (25.00%) Azure Data Factory
4 8 (20.00%) Azure Synapse Analytics
5 4 (10.00%) Power Automate
6 3 (7.50%) AWS
6 3 (7.50%) GCP
6 3 (7.50%) PowerApps
7 2 (5.00%) Azure DevOps
7 2 (5.00%) Microsoft 365
8 1 (2.50%) Azure Functions
8 1 (2.50%) Azure Logic Apps
8 1 (2.50%) dbt
8 1 (2.50%) Dynamics 365
8 1 (2.50%) Entra ID
8 1 (2.50%) GitHub
8 1 (2.50%) Matillion
8 1 (2.50%) Serverless
8 1 (2.50%) Snowflake
Database & Business Intelligence
1 39 (97.50%) Power BI
2 17 (42.50%) Power Query
3 14 (35.00%) Data Warehouse
4 4 (10.00%) SQL Server Analysis Services
5 3 (7.50%) Data Lake
5 3 (7.50%) Snowflake Schema
6 2 (5.00%) Azure SQL Database
6 2 (5.00%) Microsoft Analysis Services
6 2 (5.00%) SQL Server
6 2 (5.00%) SQL Server Integration Services
6 2 (5.00%) SQL Server Reporting Services
7 1 (2.50%) Amazon QuickSight
7 1 (2.50%) Big Data
7 1 (2.50%) BusinessObjects
7 1 (2.50%) MySQL
7 1 (2.50%) Semantic Layer
7 1 (2.50%) Star Schema
7 1 (2.50%) Tableau
Development Applications
1 1 (2.50%) Git
1 1 (2.50%) JIRA
General
1 16 (40.00%) Social Skills
2 14 (35.00%) Finance
3 9 (22.50%) Analytical Skills
4 7 (17.50%) Inclusion and Diversity
5 5 (12.50%) Organisational Skills
6 4 (10.00%) Marketing
7 2 (5.00%) Legal
7 2 (5.00%) Retail
8 1 (2.50%) Automotive
8 1 (2.50%) Banking
8 1 (2.50%) Documentation Skills
8 1 (2.50%) Front Office
8 1 (2.50%) Investment Banking
8 1 (2.50%) Manufacturing
8 1 (2.50%) Public Sector
Job Titles
1 15 (37.50%) Analyst
2 12 (30.00%) Data Analyst
2 12 (30.00%) Developer
3 11 (27.50%) Business Intelligence Developer
4 6 (15.00%) Power BI Developer
5 5 (12.50%) Data Engineer
5 5 (12.50%) Data Insight Analyst
5 5 (12.50%) Insight Analyst
5 5 (12.50%) Insight Data Analyst
6 4 (10.00%) Lead
7 3 (7.50%) Azure Data Engineer
7 3 (7.50%) Azure Engineer
8 2 (5.00%) Business Intelligence Analyst
8 2 (5.00%) Business Intelligence Specialist
8 2 (5.00%) Consultant
8 2 (5.00%) Lead Data Engineer
8 2 (5.00%) Report Analyst
9 1 (2.50%) Architect
9 1 (2.50%) Business Analyst
9 1 (2.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (5.00%) Matplotlib
1 2 (5.00%) NumPy
1 2 (5.00%) Pandas
1 2 (5.00%) Seaborn
2 1 (2.50%) MDX
2 1 (2.50%) PySpark
2 1 (2.50%) REST
Miscellaneous
1 1 (2.50%) Cloud Native
1 1 (2.50%) Distributed Computing
1 1 (2.50%) FMCG
1 1 (2.50%) Foreign Exchange (FX)
1 1 (2.50%) Hedge funds
1 1 (2.50%) Hybrid Cloud
1 1 (2.50%) Low-Code
1 1 (2.50%) Management Information System
1 1 (2.50%) Product Ownership
1 1 (2.50%) Reinsurance
1 1 (2.50%) Self-Motivation
Processes & Methodologies
1 39 (97.50%) Business Intelligence
2 31 (77.50%) Data Modelling
3 24 (60.00%) Analytics
4 20 (50.00%) ETL
5 15 (37.50%) Data Governance
6 14 (35.00%) Continuous Improvement
6 14 (35.00%) Decision-Making
6 14 (35.00%) Problem-Solving
7 13 (32.50%) Data Engineering
7 13 (32.50%) Data Pipeline
8 11 (27.50%) Mentoring
9 10 (25.00%) Actionable Insight
10 7 (17.50%) Agile
10 7 (17.50%) Visualisation
11 6 (15.00%) Data Analysis
11 6 (15.00%) Data Protection
11 6 (15.00%) Project Management
11 6 (15.00%) Wealth Management
12 5 (12.50%) Data Analytics
12 5 (12.50%) Dimensional Modelling
Programming Languages
1 35 (87.50%) SQL
2 14 (35.00%) Python
3 3 (7.50%) PowerShell
4 2 (5.00%) Scala
4 2 (5.00%) T-SQL
4 2 (5.00%) VBA
Qualifications
1 3 (7.50%) Degree
2 2 (5.00%) SC Cleared
2 2 (5.00%) Security Cleared
3 1 (2.50%) Computer Science Degree
3 1 (2.50%) MCSE
3 1 (2.50%) Microsoft Certification
3 1 (2.50%) Six Sigma Black Belt
Quality Assurance & Compliance
1 14 (35.00%) Data Quality
2 4 (10.00%) GDPR
3 2 (5.00%) ISO/IEC 27001
3 2 (5.00%) QA
System Software
1 1 (2.50%) Active Directory
Systems Management
1 1 (2.50%) Terraform
Vendors
1 13 (32.50%) Microsoft
2 9 (22.50%) Databricks
3 1 (2.50%) Alteryx
3 1 (2.50%) Bloomberg
3 1 (2.50%) Informatica
3 1 (2.50%) OpenAI
3 1 (2.50%) Salesforce
3 1 (2.50%) SimCorp
3 1 (2.50%) Talend
3 1 (2.50%) Workday