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 permanent job vacancies from the 6 months leading up to 18 November 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 249 303 242
Rank change year-on-year +54 -61 +150
Permanent jobs citing Data Analysis Expressions 23 16 32
As % of all permanent jobs in the South East 0.25% 0.14% 0.42%
As % of the Programming Languages category 1.43% 0.45% 1.05%
Number of salaries quoted 15 14 27
10th Percentile £40,250 £40,000 £39,500
25th Percentile £48,750 £42,500 £43,250
Median annual salary (50th Percentile) £52,500 £47,500 £55,000
Median % change year-on-year +10.53% -13.64% -4.35%
75th Percentile £61,875 £56,250 £65,750
90th Percentile £65,000 £68,375 £69,150
England median annual salary £57,500 £52,500 £56,500
% change year-on-year +9.52% -7.08% +2.73%

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 1,605 3,571 3,057
As % of all permanent jobs advertised in the South East 17.46% 31.95% 39.73%
Number of salaries quoted 1,229 2,121 2,321
10th Percentile £31,250 £36,250 £36,000
25th Percentile £41,250 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £59,125 £55,000
Median % change year-on-year -6.98% +7.50% -4.35%
75th Percentile £70,000 £73,750 £71,250
90th Percentile £83,750 £85,000 £82,500
England median annual salary £62,500 £65,000 £65,000
% change year-on-year -3.85% - -

Data Analysis Expressions
Job Vacancy Trend in the South East

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

Data Analysis Expressions job vacancy trend 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 18 November 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 18 November 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
Thames Valley +31 18 £52,500 +5.00% 6
Buckinghamshire - 10 £52,500 - 4
Oxfordshire - 7 £42,500 - 1
Surrey +11 4 £65,000 -7.14% 1
Hampshire +37 1 £57,500 +27.78%
Berkshire +3 1 - - 1
Data Analysis Expressions
England

Data Analysis Expressions
Co-Occurring Skills & Capabilities in the South East 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 (4.35%) SharePoint
Applications
1 10 (43.48%) Microsoft Excel
2 1 (4.35%) Microsoft Office
Business Applications
1 2 (8.70%) Dynamics CRM
2 1 (4.35%) NetSuite
Cloud Services
1 23 (100.00%) Power Platform
2 9 (39.13%) Power Automate
3 8 (34.78%) Azure
4 5 (21.74%) Snowflake
5 4 (17.39%) Azure Data Factory
6 3 (13.04%) SaaS
7 2 (8.70%) Amazon SageMaker
7 2 (8.70%) AWS
7 2 (8.70%) Azure DevOps
7 2 (8.70%) Azure Machine Learning
7 2 (8.70%) dbt
7 2 (8.70%) Dynamics 365
7 2 (8.70%) Fivetran
7 2 (8.70%) GCP
7 2 (8.70%) GitHub
7 2 (8.70%) GitHub Actions
7 2 (8.70%) Google Data Studio
8 1 (4.35%) Azure Logic Apps
8 1 (4.35%) iPaaS
8 1 (4.35%) PowerApps
Database & Business Intelligence
1 23 (100.00%) Power BI
2 11 (47.83%) Power Query
3 6 (26.09%) PowerPivot
4 5 (21.74%) Data Warehouse
5 4 (17.39%) SQL Server
5 4 (17.39%) Tableau
6 3 (13.04%) SQL Server Integration Services
7 2 (8.70%) Amazon Redshift
7 2 (8.70%) BigQuery
7 2 (8.70%) Data Lake
7 2 (8.70%) Looker
7 2 (8.70%) SQL Server Reporting Services
8 1 (4.35%) Relational Database
Development Applications
1 2 (8.70%) Git
General
1 20 (86.96%) Social Skills
2 11 (47.83%) Finance
3 7 (30.43%) Analytical Skills
4 2 (8.70%) Marketing
4 2 (8.70%) Retail
5 1 (4.35%) Billing
5 1 (4.35%) Legal
Job Titles
1 17 (73.91%) Analyst
2 8 (34.78%) Data Analyst
3 7 (30.43%) Financial Analyst
4 5 (21.74%) Support Analyst
5 4 (17.39%) Developer
5 4 (17.39%) Power BI Developer
6 3 (13.04%) Business Intelligence Analyst
6 3 (13.04%) Business Intelligence Developer
6 3 (13.04%) Software Analyst
6 3 (13.04%) Software Support Analyst
7 2 (8.70%) Applications Support
7 2 (8.70%) Applications Support Analyst
7 2 (8.70%) Business Analyst
7 2 (8.70%) Senior
8 1 (4.35%) Data Analytics Specialist
8 1 (4.35%) Data Manager
8 1 (4.35%) Lead
8 1 (4.35%) Power BI Specialist
8 1 (4.35%) Senior Business Analyst
8 1 (4.35%) Senior Developer
Libraries, Frameworks & Software Standards
1 2 (8.70%) Hugging Face
1 2 (8.70%) NumPy
1 2 (8.70%) Pandas
1 2 (8.70%) scikit-learn
2 1 (4.35%) JSON
2 1 (4.35%) XML
Miscellaneous
1 1 (4.35%) Driving Licence
1 1 (4.35%) Educational Technology
1 1 (4.35%) Management Information System
1 1 (4.35%) SCORM
Processes & Methodologies
1 23 (100.00%) Business Intelligence
2 14 (60.87%) Problem-Solving
3 10 (43.48%) Decision-Making
4 8 (34.78%) Analytics
4 8 (34.78%) ETL
5 6 (26.09%) Business Forecasting
5 6 (26.09%) Continuous Improvement
5 6 (26.09%) Data Analysis
5 6 (26.09%) Planning and Forecasting
5 6 (26.09%) Requirements Gathering
6 5 (21.74%) Actionable Insight
6 5 (21.74%) Customer Service
6 5 (21.74%) ITIL
6 5 (21.74%) Proactive Monitoring
6 5 (21.74%) Software Engineering
7 4 (17.39%) AI
7 4 (17.39%) Data Analytics
7 4 (17.39%) Data Modelling
7 4 (17.39%) Data-Driven Decision Making
8 3 (13.04%) Data Pipeline
Programming Languages
1 23 (100.00%) SQL
2 10 (43.48%) Python
3 6 (26.09%) VBA
4 5 (21.74%) C#
4 5 (21.74%) Kusto Query Language
5 2 (8.70%) Bash
5 2 (8.70%) PowerShell
Qualifications
1 8 (34.78%) Degree
2 6 (26.09%) ACCA
2 6 (26.09%) CIMA
3 2 (8.70%) Microsoft Certification
4 1 (4.35%) DBS Check
4 1 (4.35%) Master's Degree
4 1 (4.35%) PhD
4 1 (4.35%) PMI Certification
4 1 (4.35%) PMP
Quality Assurance & Compliance
1 2 (8.70%) GDPR
2 1 (4.35%) Data Quality
Systems Management
1 1 (4.35%) Single Sign-On
Vendors
1 6 (26.09%) SAP
2 4 (17.39%) Microsoft
3 3 (13.04%) Talend
4 2 (8.70%) Alteryx
4 2 (8.70%) Google
4 2 (8.70%) HubSpot
4 2 (8.70%) OpenAI
4 2 (8.70%) Salesforce
4 2 (8.70%) Zoho