Data Analysis Expressions Job Trends in the City of London

Microsoft Data Analysis Expressions (DAX)
Central London > City of London

The table below provides summary statistics and salary benchmarking for jobs advertised in the City of London requiring Data Analysis Expressions skills. It covers permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 108 161 147
Rank change year-on-year +53 -14 +76
Permanent jobs citing Data Analysis Expressions 23 6 20
As % of all permanent jobs in the City of London 1.09% 0.22% 0.71%
As % of the Programming Languages category 3.11% 0.47% 1.40%
Number of salaries quoted 18 3 18
10th Percentile £39,602 £43,600 -
25th Percentile £52,813 £47,125 £55,000
Median annual salary (50th Percentile) £66,250 £56,000 £68,750
Median % change year-on-year +18.30% -18.55% +14.58%
75th Percentile £68,750 £65,750 £77,500
90th Percentile £94,875 £69,800 £88,250
Central London median annual salary £65,000 £56,000 £68,750
% change year-on-year +16.07% -18.55% +14.58%

All Programming Languages
City of 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 the City of London.

Permanent vacancies with a requirement for coding skills 739 1,275 1,432
As % of all permanent jobs advertised in the City of London 35.12% 47.03% 50.73%
Number of salaries quoted 602 939 1,316
10th Percentile £52,500 £51,250 £51,250
25th Percentile £65,000 £56,250 £61,250
Median annual salary (50th Percentile) £85,000 £75,000 £80,000
Median % change year-on-year +13.33% -6.25% +3.23%
75th Percentile £100,000 £97,500 £102,500
90th Percentile £122,500 £120,000 £116,250
Central London median annual salary £85,000 £75,000 £80,000
% change year-on-year +13.33% -6.25% +3.23%

Data Analysis Expressions
Job Vacancy Trend in the City of London

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

Data Analysis Expressions job vacancy trend in the City of London

Data Analysis Expressions
Salary Trend in the City of London

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

Salary distribution trend for jobs in the City of London citing Data Analysis Expressions

Data Analysis Expressions
Salary Histogram in the City of London

Salary distribution for jobs citing Data Analysis Expressions in the City of London over the 6 months to 1 January 2026.

Salary histogram for Data Analysis Expressions in the City of London

Data Analysis Expressions
Co-Occurring Skills & Capabilities in the City of 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:

Applications
1 6 (26.09%) Microsoft Excel
2 2 (8.70%) Microsoft Office
Business Applications
1 2 (8.70%) Dynamics CRM
Cloud Services
1 23 (100.00%) Power Platform
2 17 (73.91%) Azure
3 9 (39.13%) Azure Data Factory
4 6 (26.09%) Azure Synapse Analytics
5 4 (17.39%) Dynamics 365
6 2 (8.70%) AWS
6 2 (8.70%) GCP
6 2 (8.70%) Power Automate
6 2 (8.70%) PowerApps
7 1 (4.35%) Azure DevOps
7 1 (4.35%) dbt
7 1 (4.35%) Serverless
7 1 (4.35%) Snowflake
Database & Business Intelligence
1 23 (100.00%) Power BI
2 13 (56.52%) Data Warehouse
3 10 (43.48%) Power Query
4 3 (13.04%) Data Lake
5 2 (8.70%) Azure SQL Database
5 2 (8.70%) Delta Lake
5 2 (8.70%) SQL Server
5 2 (8.70%) SQL Server Analysis Services
6 1 (4.35%) Metadata
6 1 (4.35%) Microsoft Analysis Services
6 1 (4.35%) Snowflake Schema
6 1 (4.35%) SQL Server Integration Services
6 1 (4.35%) SQL Server Reporting Services
Development Applications
1 3 (13.04%) Git
General
1 12 (52.17%) Finance
1 12 (52.17%) Social Skills
2 5 (21.74%) Analytical Skills
3 4 (17.39%) Inclusion and Diversity
4 2 (8.70%) Organisational Skills
5 1 (4.35%) Banking
5 1 (4.35%) International Banking
5 1 (4.35%) Law
5 1 (4.35%) Legal
Job Titles
1 9 (39.13%) Business Intelligence Developer
1 9 (39.13%) Developer
2 7 (30.43%) Analyst
3 6 (26.09%) Data Analyst
4 4 (17.39%) Data Engineer
4 4 (17.39%) Power BI Developer
5 3 (13.04%) Lead
6 2 (8.70%) Consultant
6 2 (8.70%) Data Consultant
6 2 (8.70%) Data Insight Analyst
6 2 (8.70%) Insight Analyst
6 2 (8.70%) Insight Data Analyst
6 2 (8.70%) Lead Data Engineer
7 1 (4.35%) Analyst Developer
7 1 (4.35%) Business Intelligence Analyst
7 1 (4.35%) Business Intelligence Data Analyst
7 1 (4.35%) Developer Analyst
7 1 (4.35%) Market Risk Developer
7 1 (4.35%) Report Analyst
7 1 (4.35%) Workday Analyst
Libraries, Frameworks & Software Standards
1 2 (8.70%) XML
2 1 (4.35%) MDX
2 1 (4.35%) PySpark
Miscellaneous
1 2 (8.70%) Data Structures
2 1 (4.35%) Credit Risk
2 1 (4.35%) Hybrid Cloud
2 1 (4.35%) Legacy Systems
2 1 (4.35%) Market Risk
2 1 (4.35%) Self-Motivation
Processes & Methodologies
1 23 (100.00%) Business Intelligence
2 19 (82.61%) Data Modelling
3 17 (73.91%) ETL
4 14 (60.87%) Analytics
5 11 (47.83%) Data Pipeline
5 11 (47.83%) Decision-Making
6 10 (43.48%) Data Engineering
6 10 (43.48%) Data Governance
7 7 (30.43%) Problem-Solving
8 6 (26.09%) Agile
9 5 (21.74%) AI
9 5 (21.74%) Data Analysis
9 5 (21.74%) Translating Business Requirements
10 4 (17.39%) Actionable Insight
10 4 (17.39%) CI/CD
10 4 (17.39%) Dimensional Modelling
10 4 (17.39%) Mentoring
10 4 (17.39%) Stakeholder Engagement
10 4 (17.39%) Visualisation
11 3 (13.04%) Investment Management
Programming Languages
1 19 (82.61%) SQL
2 9 (39.13%) Python
3 3 (13.04%) Scala
Qualifications
1 5 (21.74%) Microsoft Certification
2 2 (8.70%) Azure Certification
3 1 (4.35%) Six Sigma Black Belt
Quality Assurance & Compliance
1 4 (17.39%) Data Quality
2 2 (8.70%) GDPR
Vendors
1 8 (34.78%) Databricks
1 8 (34.78%) Microsoft
2 1 (4.35%) Workday