Data Analysis Expressions Job Trends in the South East

Microsoft Data Analysis Expressions (DAX)
England > South East

The table below provides summary statistics and salary benchmarking for jobs advertised in the South East requiring Data Analysis Expressions skills. It covers vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 271 315 283
Rank change year-on-year +44 -32 +127
Permanent jobs citing Data Analysis Expressions 14 21 30
As % of all permanent jobs advertised in the South East 0.16% 0.16% 0.34%
As % of the Programming Languages category 0.79% 0.55% 0.84%
Number of salaries quoted 11 19 25
10th Percentile £38,750 £40,000 £38,750
25th Percentile £46,375 £42,500 £40,000
Median annual salary (50th Percentile) £65,000 £50,000 £50,000
Median % change year-on-year +30.00% - -13.04%
75th Percentile - £58,125 £67,750
90th Percentile - £65,500 £71,700
England median annual salary £60,000 £55,500 £55,000
% change year-on-year +8.11% +0.91% +2.80%

All Programming Languages
South East

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 South East.

Permanent vacancies with a requirement for coding skills 1,769 3,796 3,571
As % of all permanent jobs advertised in the South East 19.72% 29.42% 40.07%
Number of salaries quoted 1,187 2,490 2,727
10th Percentile £30,950 £36,250 £36,250
25th Percentile £41,125 £42,500 £45,750
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% +4.55%
75th Percentile £72,500 £70,000 £72,500
90th Percentile £83,750 £82,500 £85,000
England median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% +1.56%

Data Analysis Expressions
Job Vacancy Trend in the South East

Job postings citing Data Analysis Expressions as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Data Analysis Expressions in the South East

Data Analysis Expressions
Salary Trend in the South East

Salary distribution trend for jobs in the South East citing Data Analysis Expressions.

Salary distribution trend for jobs in the South East citing Data Analysis Expressions

Data Analysis Expressions
Salary Histogram in the South East

Salary distribution for jobs citing Data Analysis Expressions in the South East over the 6 months to 17 September 2025.

Salary histogram for Data Analysis Expressions in the South East

Data Analysis Expressions
Job Locations in the South East

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 South East region over the 6 months to 17 September 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
Surrey +35 7 £65,000 +1.96% 1
Thames Valley +3 5 £42,500 -15.00% 5
Hampshire +49 2 £49,250 +9.44%
Oxfordshire - 2 £42,500 -
Buckinghamshire - 2 £42,500 - 3
Berkshire -8 1 - - 2
Data Analysis Expressions
England

Data Analysis Expressions
Co-occurring Skills and Capabilities in the South East 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 3 (21.43%) Apache Spark
2 1 (7.14%) SharePoint
Applications
1 7 (50.00%) Microsoft Excel
2 1 (7.14%) Microsoft Office
Business Applications
1 2 (14.29%) Dynamics CRM
2 1 (7.14%) NetSuite
Cloud Services
1 14 (100.00%) Power Platform
2 13 (92.86%) Azure
3 8 (57.14%) Azure Data Factory
4 3 (21.43%) Azure DevOps
4 3 (21.43%) Power Automate
4 3 (21.43%) SaaS
4 3 (21.43%) Snowflake
5 2 (14.29%) Amazon SageMaker
5 2 (14.29%) AWS
5 2 (14.29%) Azure Machine Learning
5 2 (14.29%) dbt
5 2 (14.29%) Dynamics 365
5 2 (14.29%) Fivetran
5 2 (14.29%) GCP
5 2 (14.29%) GitHub
5 2 (14.29%) GitHub Actions
5 2 (14.29%) Google Data Studio
6 1 (7.14%) Entra ID
6 1 (7.14%) iPaaS
6 1 (7.14%) PowerApps
Database & Business Intelligence
1 14 (100.00%) Power BI
2 9 (64.29%) Data Warehouse
3 7 (50.00%) SQL Server Integration Services
4 6 (42.86%) SQL Server Reporting Services
5 3 (21.43%) Big Data
5 3 (21.43%) SQL Server
6 2 (14.29%) Amazon Redshift
6 2 (14.29%) BigQuery
6 2 (14.29%) Data Lake
6 2 (14.29%) Looker
6 2 (14.29%) Power Query
6 2 (14.29%) Tableau
Development Applications
1 2 (14.29%) Git
General
1 12 (85.71%) Social Skills
2 3 (21.43%) Analytical Skills
2 3 (21.43%) Finance
3 2 (14.29%) Documentation Skills
3 2 (14.29%) Marketing
3 2 (14.29%) Retail
4 1 (7.14%) Billing
4 1 (7.14%) Legal
Job Titles
1 11 (78.57%) Analyst
2 6 (42.86%) Business Intelligence Analyst
3 4 (28.57%) Business Analyst
4 3 (21.43%) Senior
5 2 (14.29%) Business Intelligence Business Analyst
5 2 (14.29%) Data Analyst
5 2 (14.29%) Senior Analyst
5 2 (14.29%) Senior Business Analyst
6 1 (7.14%) Automation Specialist
6 1 (7.14%) Business Intelligence Developer
6 1 (7.14%) Business Intelligence Lead
6 1 (7.14%) Business Intelligence Specialist
6 1 (7.14%) Data Analytics Specialist
6 1 (7.14%) Data Manager
6 1 (7.14%) Developer
6 1 (7.14%) Engineering Manager
6 1 (7.14%) Financial Analyst
6 1 (7.14%) Insight Analyst
6 1 (7.14%) Power BI Developer
6 1 (7.14%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) Pandas
2 2 (14.29%) Hugging Face
2 2 (14.29%) NumPy
2 2 (14.29%) scikit-learn
3 1 (7.14%) JSON
3 1 (7.14%) XML
Miscellaneous
1 1 (7.14%) Driving Licence
1 1 (7.14%) Educational Technology
1 1 (7.14%) Management Information System
1 1 (7.14%) SCORM
Processes & Methodologies
1 14 (100.00%) Business Intelligence
2 11 (78.57%) Analytics
2 11 (78.57%) ETL
3 7 (50.00%) Data Modelling
3 7 (50.00%) Decision-Making
4 6 (42.86%) Actionable Insight
4 6 (42.86%) Business Analysis
4 6 (42.86%) Data Pipeline
4 6 (42.86%) Visualisation
5 5 (35.71%) Data Analytics
5 5 (35.71%) Data-Driven Decision Making
5 5 (35.71%) Problem-Solving
6 4 (28.57%) Artificial Intelligence
6 4 (28.57%) Data Security
6 4 (28.57%) Data Visualisation
7 3 (21.43%) Data Transformation
7 3 (21.43%) DevOps
7 3 (21.43%) Machine Learning
7 3 (21.43%) Performance Monitoring
7 3 (21.43%) Performance Tuning
Programming Languages
1 14 (100.00%) SQL
2 10 (71.43%) Python
3 6 (42.86%) Bash
3 6 (42.86%) PowerShell
Qualifications
1 3 (21.43%) Microsoft Certification
2 2 (14.29%) Degree
3 1 (7.14%) DBS Check
3 1 (7.14%) Master's Degree
3 1 (7.14%) PhD
3 1 (7.14%) PMI Certification
3 1 (7.14%) PMP
Quality Assurance & Compliance
1 5 (35.71%) GDPR
2 1 (7.14%) Data Quality
Systems Management
1 1 (7.14%) Single Sign-On
Vendors
1 8 (57.14%) Microsoft
2 3 (21.43%) Talend
3 2 (14.29%) Alteryx
3 2 (14.29%) Google
3 2 (14.29%) HubSpot
3 2 (14.29%) OpenAI
3 2 (14.29%) Salesforce
3 2 (14.29%) Zoho