Data Analysis Expressions Contract Job Trends

Microsoft Data Analysis Expressions (DAX)
UK

The table below provides summary statistics and contractor rates for jobs requiring Data Analysis Expressions skills. It covers contract job vacancies from the 6 months leading up to 21 January 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Jan 2026
Same period 2025 Same period 2024
Rank 459 423 482
Rank change year-on-year -36 +59 +64
Contract jobs citing Data Analysis Expressions 124 103 130
As % of all contract jobs in the UK 0.33% 0.33% 0.30%
As % of the Programming Languages category 1.07% 0.98% 1.00%
Number of daily rates quoted 89 57 97
10th Percentile £325 £311 £275
25th Percentile £381 £375 £381
Median daily rate (50th Percentile) £475 £450 £475
Median % change year-on-year +5.56% -5.26% -5.00%
75th Percentile £550 £550 £575
90th Percentile £600 £618 £627
UK excluding London median daily rate £444 £413 £425
% change year-on-year +7.58% -2.94% -10.53%
Number of hourly rates quoted 3 5 2
10th Percentile £17.54 - -
25th Percentile £18.16 £25.26 -
Median hourly rate £19.38 £27.13 £21.64
Median % change year-on-year -28.57% +25.35% -13.44%
75th Percentile £22.59 £30.00 -
90th Percentile £24.41 £48.45 -
UK excluding London median hourly rate £21.33 £27.13 £21.64
% change year-on-year -21.35% +25.35% -13.44%

All Programming Languages
UK

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.

Contract vacancies with a requirement for coding skills 11,561 10,463 13,051
As % of all contract IT jobs advertised in the UK 30.68% 33.23% 30.07%
Number of daily rates quoted 7,695 6,642 9,246
10th Percentile £350 £355 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £503 £525 £540
Median % change year-on-year -4.29% -2.78% -4.64%
75th Percentile £613 £640 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £481 £490 £500
% change year-on-year -1.79% -2.00% -2.44%
Number of hourly rates quoted 419 247 468
10th Percentile £36.20 £21.25 £35.35
25th Percentile £52.50 £35.38 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £69.35 £68.00 £69.72
90th Percentile £75.00 £85.00 £78.00
UK excluding London median hourly rate £65.00 £63.00 £62.50
% change year-on-year +3.17% +0.80% -3.85%

Data Analysis Expressions
Job Vacancy Trend

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

Data Analysis Expressions job vacancy trend in the UK

Data Analysis Expressions
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Data Analysis Expressions.

Contractor daily rate distribution trend for jobs in the UK citing Data Analysis Expressions

Data Analysis Expressions
Daily Rate Histogram

Daily rate distribution for jobs citing Data Analysis Expressions over the 6 months to 21 January 2026.

Daily rate histogram for Data Analysis Expressions in the UK

Data Analysis Expressions
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Data Analysis Expressions.

Contractor hourly rate distribution trend for jobs in the UK citing Data Analysis Expressions

Data Analysis Expressions
Top 15 Contract Job Locations

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 UK over the 6 months to 21 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -49 107 £465 +3.33% 105
London -14 64 £484 +3.75% 18
Work from Home -9 39 £456 -0.54% 37
UK excluding London -70 37 £444 +7.58% 104
North of England -49 13 £425 +6.25% 24
Midlands -41 10 £446 -7.03% 20
West Midlands -35 7 £463 -19.57% 9
North West -36 7 £431 +1.47% 13
South West -19 6 £585 +30.00% 10
Yorkshire -46 6 £375 - 7
East Midlands -27 3 £430 +11.69% 11
Scotland - 3 £500 - 4
South East -29 2 £400 -9.86% 31
East of England - 2 - - 13
Wales -3 1 £325 -18.75% 2

Data Analysis Expressions
Co-Occurring Skills & Capabilities 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 10 (8.06%) SharePoint
2 5 (4.03%) Apache Airflow
3 1 (0.81%) Apache
3 1 (0.81%) Apache Spark
3 1 (0.81%) ArcGIS
Applications
1 24 (19.35%) Microsoft Excel
2 3 (2.42%) Microsoft Office
3 2 (1.61%) Microsoft Project
3 2 (1.61%) MS Visio
4 1 (0.81%) Microsoft PowerPoint
4 1 (0.81%) Spreadsheet
Business Applications
1 1 (0.81%) MIS ActiveH
1 1 (0.81%) NetSuite
1 1 (0.81%) Oracle EBS R12
1 1 (0.81%) Oracle Subledger Accounting
1 1 (0.81%) SAP IBP
Cloud Services
1 124 (100.00%) Power Platform
2 56 (45.16%) Azure
3 27 (21.77%) Azure Synapse Analytics
4 22 (17.74%) Azure Data Factory
5 21 (16.94%) Power Automate
6 19 (15.32%) PowerApps
7 9 (7.26%) Azure DevOps
8 7 (5.65%) AWS
8 7 (5.65%) Snowflake
9 5 (4.03%) Azure Logic Apps
9 5 (4.03%) dbt
9 5 (4.03%) Dynamics 365
9 5 (4.03%) GCP
9 5 (4.03%) Serverless
10 4 (3.23%) Azure Functions
10 4 (3.23%) Copilot Studio
10 4 (3.23%) Microsoft 365
11 3 (2.42%) Microsoft Copilot
11 3 (2.42%) SaaS
12 2 (1.61%) GitHub
Database & Business Intelligence
1 122 (98.39%) Power BI
2 60 (48.39%) Power Query
3 24 (19.35%) Data Warehouse
4 19 (15.32%) SQL Server
5 14 (11.29%) Azure SQL Database
6 13 (10.48%) Relational Database
7 10 (8.06%) Data Lake
7 10 (8.06%) Tableau
8 8 (6.45%) Star Schema
9 5 (4.03%) Metadata
9 5 (4.03%) Snowflake Schema
10 4 (3.23%) Delta Lake
10 4 (3.23%) SQL Server Integration Services
10 4 (3.23%) SQL Server Reporting Services
11 3 (2.42%) OLAP
11 3 (2.42%) OLAP Cube
11 3 (2.42%) QlikView
12 2 (1.61%) Enterprise Data Warehouse
12 2 (1.61%) Semantic Layer
12 2 (1.61%) SQL Server Analysis Services
Development Applications
1 11 (8.87%) Git
2 3 (2.42%) JIRA
3 1 (0.81%) ERwin
3 1 (0.81%) SQL Server Management Studio (SSMS)
3 1 (0.81%) Visual Studio
General
1 49 (39.52%) Social Skills
2 29 (23.39%) Analytical Skills
2 29 (23.39%) Finance
3 15 (12.10%) Public Sector
4 6 (4.84%) Inclusion and Diversity
5 4 (3.23%) Manufacturing
5 4 (3.23%) Presentation Skills
6 3 (2.42%) Banking
6 3 (2.42%) Investment Banking
6 3 (2.42%) Law
6 3 (2.42%) Local Government
7 2 (1.61%) Documentation Skills
7 2 (1.61%) Legal
7 2 (1.61%) Marketing
7 2 (1.61%) Spanish Language
8 1 (0.81%) Financial Institution
8 1 (0.81%) Influencing Skills
8 1 (0.81%) Retail
Job Titles
1 50 (40.32%) Developer
2 39 (31.45%) Business Intelligence Developer
3 37 (29.84%) Power BI Developer
4 25 (20.16%) Data Engineer
5 21 (16.94%) Analyst
6 10 (8.06%) Business Intelligence Specialist
7 9 (7.26%) Business Intelligence Analyst
7 9 (7.26%) Data Analyst
7 9 (7.26%) Power BI Specialist
8 8 (6.45%) Power BI Analyst
9 7 (5.65%) Consultant
9 7 (5.65%) Senior
10 5 (4.03%) Business Intelligence Consultant
10 5 (4.03%) Lead
10 5 (4.03%) Power BI Consultant
10 5 (4.03%) Power Platform Developer
10 5 (4.03%) Report Analyst
11 3 (2.42%) Business Intelligence Lead
11 3 (2.42%) Microsoft Engineer
11 3 (2.42%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 12 (9.68%) PySpark
2 2 (1.61%) HTML
2 2 (1.61%) HTML5
2 2 (1.61%) Pandas
2 2 (1.61%) SVG
2 2 (1.61%) YAML
3 1 (0.81%) ARM Templates
3 1 (0.81%) LangChain
3 1 (0.81%) MDX
3 1 (0.81%) Microsoft Graph
3 1 (0.81%) NumPy
3 1 (0.81%) PyArrow
3 1 (0.81%) REST
3 1 (0.81%) RESTful
3 1 (0.81%) Shiny
3 1 (0.81%) Streamlit
Miscellaneous
1 8 (6.45%) Data Structures
2 5 (4.03%) Analytical Mindset
3 4 (3.23%) Greenfield Project
4 3 (2.42%) FMCG
4 3 (2.42%) Legacy Systems
5 1 (0.81%) Algorithms
5 1 (0.81%) AS400
5 1 (0.81%) Cloud Native
5 1 (0.81%) Data Centre
5 1 (0.81%) Data Fabric
5 1 (0.81%) DataPower
5 1 (0.81%) Hybrid Cloud
5 1 (0.81%) Low-Code
5 1 (0.81%) Management Information System
5 1 (0.81%) Pricing Data
5 1 (0.81%) Product Ownership
5 1 (0.81%) Reference Data
Processes & Methodologies
1 121 (97.58%) Business Intelligence
2 95 (76.61%) Data Modelling
3 66 (53.23%) Analytics
4 56 (45.16%) Visualisation
5 37 (29.84%) ETL
6 36 (29.03%) Decision-Making
7 35 (28.23%) Actionable Insight
8 31 (25.00%) Data Governance
9 28 (22.58%) Problem-Solving
10 25 (20.16%) Dashboard Development
11 24 (19.35%) Data Pipeline
11 24 (19.35%) Data Visualisation
12 20 (16.13%) Data Engineering
12 20 (16.13%) Stakeholder Management
12 20 (16.13%) Translating Business Requirements
13 19 (15.32%) Agile
13 19 (15.32%) CI/CD
14 18 (14.52%) Stakeholder Engagement
15 17 (13.71%) Data Transformation
16 15 (12.10%) Data-Driven Decision Making
Programming Languages
1 84 (67.74%) SQL
2 35 (28.23%) Python
3 10 (8.06%) T-SQL
4 9 (7.26%) R
5 2 (1.61%) PowerShell
5 2 (1.61%) VBA
6 1 (0.81%) Bicep
6 1 (0.81%) JavaScript
Qualifications
1 16 (12.90%) Security Cleared
2 12 (9.68%) SC Cleared
3 7 (5.65%) Degree
4 6 (4.84%) Computer Science Degree
5 4 (3.23%) Microsoft Certification
6 3 (2.42%) BPSS Clearance
7 1 (0.81%) CIMA
7 1 (0.81%) DBS Check
Quality Assurance & Compliance
1 27 (21.77%) Data Quality
2 6 (4.84%) PMO
3 5 (4.03%) GDPR
4 4 (3.23%) Accessibility
5 2 (1.61%) QA
6 1 (0.81%) Disclosure Scotland
6 1 (0.81%) GRC
6 1 (0.81%) WCAG
Systems Management
1 1 (0.81%) Terraform
Vendors
1 45 (36.29%) Microsoft
2 24 (19.35%) Databricks
3 3 (2.42%) Salesforce
4 2 (1.61%) Oracle
4 2 (1.61%) Planview
4 2 (1.61%) SAP
5 1 (0.81%) Alteryx
5 1 (0.81%) Denodo
5 1 (0.81%) Google
5 1 (0.81%) ServiceNow