Data Analysis Expressions Contracts in England

Microsoft Data Analysis Expressions (DAX)
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Data Analysis Expressions skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Analysis Expressions over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 422 451 491
Rank change year-on-year +29 +40 +91
Contract jobs citing Data Analysis Expressions 63 91 162
As % of all contract jobs advertised in England 0.26% 0.24% 0.32%
As % of the Programming Languages category 0.77% 0.83% 0.91%
Number of daily rates quoted 38 71 125
10th Percentile £311 £306 £363
25th Percentile £363 £374 £413
Median daily rate (50th Percentile) £438 £450 £488
Median % change year-on-year -2.78% -7.69% -2.50%
75th Percentile £497 £525 £575
90th Percentile £614 £575 £624
UK median daily rate £438 £438 £488
% change year-on-year - -10.26% -2.50%
Number of hourly rates quoted 3 0 3
10th Percentile £30.46 - -
25th Percentile £38.25 - -
Median hourly rate £52.50 - £79.19
75th Percentile £53.75 - -
90th Percentile - - -
UK median hourly rate £52.50 £21.64 £79.19
% change year-on-year +142.61% -72.67% -

All Programming Languages
England

Data Analysis Expressions falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills in England.

Contract vacancies with a requirement for coding skills 8,221 10,920 17,806
As % of all contract IT jobs advertised in England 33.76% 29.36% 35.29%
Number of daily rates quoted 5,687 7,931 13,003
10th Percentile £363 £350 £388
25th Percentile £425 £425 £463
Median daily rate (50th Percentile) £525 £540 £565
Median % change year-on-year -2.78% -4.42% +2.73%
75th Percentile £650 £652 £688
90th Percentile £788 £775 £798
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -
Number of hourly rates quoted 214 441 430
10th Percentile £25.25 £35.52 £26.24
25th Percentile £37.65 £48.00 £50.00
Median hourly rate £62.75 £62.50 £61.84
Median % change year-on-year +0.40% +1.07% +23.68%
75th Percentile £68.00 £70.00 £70.00
90th Percentile £85.00 £80.00 £77.00
UK median hourly rate £62.50 £60.50 £60.70
% change year-on-year +3.31% -0.33% +21.40%

Data Analysis Expressions
Job Vacancy Trend in England

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

Job vacancy trend for Data Analysis Expressions in England

Data Analysis Expressions
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Analysis Expressions in England.

Daily rate trend for Data Analysis Expressions in England

Data Analysis Expressions
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Analysis Expressions in England over the 6 months to 1 May 2025.

Daily rate histogram for Data Analysis Expressions in England

Data Analysis Expressions
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Analysis Expressions in England.

Hourly rate trend for Data Analysis Expressions in England

Data Analysis Expressions
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Analysis Expressions in England over the 6 months to 1 May 2025.

Hourly rate histogram for Data Analysis Expressions in England

Data Analysis Expressions
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analysis Expressions within the England region over the 6 months to 1 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +22 33 £450 -10.00% 46
North of England +15 10 £425 +13.33% 16
Midlands +21 8 £463 +23.33% 19
West Midlands +14 6 £425 +13.33% 11
South West +47 5 £438 -18.60% 8
Yorkshire +11 5 £430 +14.67% 7
South East +40 4 £450 +5.88% 20
North West +9 4 £425 +13.33% 7
East Midlands +10 2 £500 - 6
North East - 1 £375 - 2
Data Analysis Expressions
UK

Data Analysis Expressions
Co-occurring Skills and Capabilities in England 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 4 (6.35%) Apache Spark
2 2 (3.17%) SharePoint
Applications
1 15 (23.81%) Microsoft Excel
Business Applications
1 1 (1.59%) NetSuite
1 1 (1.59%) Shopify
Cloud Services
1 62 (98.41%) Power Platform
2 22 (34.92%) Azure
3 6 (9.52%) AWS
4 5 (7.94%) Azure Data Factory
4 5 (7.94%) Azure Synapse Analytics
5 4 (6.35%) GCP
5 4 (6.35%) PowerApps
6 3 (4.76%) Azure DevOps
6 3 (4.76%) Microsoft 365
6 3 (4.76%) Power Automate
7 2 (3.17%) Microsoft Purview
7 2 (3.17%) SuccessFactors
8 1 (1.59%) Amazon EC2
8 1 (1.59%) dbt
8 1 (1.59%) Entra ID
8 1 (1.59%) GitHub
8 1 (1.59%) Google Analytics
8 1 (1.59%) Matillion
8 1 (1.59%) Snowflake
8 1 (1.59%) WhatsApp
Database & Business Intelligence
1 62 (98.41%) Power BI
2 33 (52.38%) Power Query
3 17 (26.98%) Data Warehouse
4 8 (12.70%) Relational Database
5 5 (7.94%) Tableau
6 3 (4.76%) Apache Hive
6 3 (4.76%) BigQuery
6 3 (4.76%) Flink
6 3 (4.76%) NoSQL
6 3 (4.76%) Parquet
6 3 (4.76%) PowerPivot
6 3 (4.76%) RDBMS
7 2 (3.17%) Amazon Redshift
7 2 (3.17%) Data Lake
7 2 (3.17%) QlikView
7 2 (3.17%) SQL Server
7 2 (3.17%) SQL Server Integration Services
7 2 (3.17%) SQL Server Reporting Services
8 1 (1.59%) Azure SQL Database
8 1 (1.59%) SQL Server Analysis Services
Development Applications
1 2 (3.17%) Git
2 1 (1.59%) JIRA
2 1 (1.59%) Team Foundation Server
2 1 (1.59%) Visual Studio
2 1 (1.59%) Visual Studio Team System
General
1 21 (33.33%) Social Skills
2 14 (22.22%) Analytical Skills
3 10 (15.87%) Finance
4 4 (6.35%) Retail
5 3 (4.76%) Local Government
5 3 (4.76%) Presentation Skills
6 2 (3.17%) Inclusion and Diversity
6 2 (3.17%) Marketing
6 2 (3.17%) Public Sector
6 2 (3.17%) Telecoms
7 1 (1.59%) Banking
7 1 (1.59%) Influencing Skills
7 1 (1.59%) Publishing
Job Titles
1 27 (42.86%) Developer
2 26 (41.27%) Power BI Developer
3 21 (33.33%) Business Intelligence Developer
4 11 (17.46%) Analyst
5 8 (12.70%) Data Engineer
6 6 (9.52%) Architect
7 5 (7.94%) Data Analyst
8 4 (6.35%) Business Intelligence Analyst
9 3 (4.76%) Business Intelligence Architect
9 3 (4.76%) Consultant
9 3 (4.76%) Report Analyst
9 3 (4.76%) Senior
9 3 (4.76%) Technical Architect
10 2 (3.17%) GCP Data Engineer
10 2 (3.17%) GCP Engineer
10 2 (3.17%) Lead
10 2 (3.17%) Microsoft Technical Architect
10 2 (3.17%) Power BI Analyst
10 2 (3.17%) Power BI Engineer
10 2 (3.17%) Power BI Specialist
Libraries, Frameworks & Software Standards
1 3 (4.76%) Apache Avro
1 3 (4.76%) Apache Beam
2 2 (3.17%) PySpark
3 1 (1.59%) .NET
3 1 (1.59%) MDX
Miscellaneous
1 3 (4.76%) Data Structures
2 2 (3.17%) Analytical Mindset
2 2 (3.17%) FMCG
2 2 (3.17%) NHS
2 2 (3.17%) Replication
3 1 (1.59%) Housing Association
3 1 (1.59%) Renewable Energy
Processes & Methodologies
1 55 (87.30%) Business Intelligence
2 45 (71.43%) Data Modelling
3 38 (60.32%) Visualisation
4 25 (39.68%) Problem-Solving
5 23 (36.51%) Decision-Making
6 21 (33.33%) ETL
7 20 (31.75%) Data Visualisation
8 18 (28.57%) Data Analysis
9 16 (25.40%) Analytics
10 10 (15.87%) Data Pipeline
11 9 (14.29%) DevOps
12 8 (12.70%) Actionable Insight
12 8 (12.70%) Computer Science
13 7 (11.11%) Data Integration
13 7 (11.11%) Data Security
13 7 (11.11%) Performance Optimisation
14 6 (9.52%) Artificial Intelligence
14 6 (9.52%) Collaborative Working
14 6 (9.52%) Dashboard Development
14 6 (9.52%) Translating Business Requirements
Programming Languages
1 44 (69.84%) SQL
2 22 (34.92%) Python
3 5 (7.94%) T-SQL
4 4 (6.35%) C#
4 4 (6.35%) PowerShell
4 4 (6.35%) R
5 3 (4.76%) Java
5 3 (4.76%) Scala
6 2 (3.17%) VBA
7 1 (1.59%) PL/SQL
7 1 (1.59%) XMLA
Qualifications
1 11 (17.46%) Degree
2 5 (7.94%) Computer Science Degree
2 5 (7.94%) Numerate Degree
3 4 (6.35%) SC Cleared
3 4 (6.35%) Security Cleared
4 1 (1.59%) DV Cleared
4 1 (1.59%) Master's Degree
4 1 (1.59%) Microsoft Certification
Quality Assurance & Compliance
1 7 (11.11%) Data Quality
2 4 (6.35%) Accessibility
3 3 (4.76%) QA
4 1 (1.59%) GDPR
4 1 (1.59%) ISO/IEC 27001
Systems Management
1 3 (4.76%) Terraform
Vendors
1 18 (28.57%) Microsoft
2 7 (11.11%) Databricks
3 5 (7.94%) SAP
4 4 (6.35%) Alteryx
4 4 (6.35%) Google
5 2 (3.17%) Salesforce
6 1 (1.59%) IBM
6 1 (1.59%) Jaspersoft
6 1 (1.59%) Splunk
6 1 (1.59%) Workday