Hybrid/Remote Data Analysis Expressions Job Trends

Microsoft Data Analysis Expressions (DAX)
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analysis Expressions skills. It covers permanent job vacancies from the 6 months leading up to 12 July 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 396 372 441
Rank change year-on-year -24 +69 +37
Permanent jobs citing Data Analysis Expressions 49 65 126
As % of all permanent jobs with remote/hybrid work options 0.23% 0.39% 0.39%
As % of the Programming Languages category 0.85% 1.10% 0.99%
Number of salaries quoted 44 55 110
10th Percentile £37,500 £41,600 £38,750
25th Percentile £39,452 £51,250 £41,500
Median annual salary (50th Percentile) £45,000 £57,000 £46,750
Median % change year-on-year -21.05% +21.93% -10.95%
75th Percentile £58,625 £65,000 £63,750
90th Percentile £85,250 £74,750 £67,875
UK median annual salary £50,000 £55,750 £51,375
% change year-on-year -10.31% +8.52% -6.59%

All Programming Languages
Work from Home

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 with remote or hybrid options requiring coding skills.

Permanent vacancies with a requirement for coding skills 5,772 5,925 12,728
As % of all permanent jobs with a WFH option 27.00% 35.83% 39.84%
Number of salaries quoted 4,375 4,135 10,405
10th Percentile £39,080 £37,500 £38,750
25th Percentile £47,500 £48,750 £46,250
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% -7.69%
75th Percentile £83,750 £85,000 £81,250
90th Percentile £100,000 £115,000 £107,500
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

Data Analysis Expressions
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Analysis Expressions and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Analysis Expressions job vacancy trend for remote/hybrid jobs

Data Analysis Expressions
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Analysis Expressions.

Salary distribution trend for jobs with remote/hybrid work options citing Data Analysis Expressions

Data Analysis Expressions
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analysis Expressions over the 6 months to 12 July 2026.

Data Analysis Expressions salary histogram for jobs with remote/hybrid work options

Data Analysis Expressions
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 4 (8.16%) SharePoint
Applications
1 7 (14.29%) Microsoft Excel
2 3 (6.12%) Spreadsheet
Business Applications
1 1 (2.04%) Oracle ERP
Cloud Services
1 49 (100.00%) Power Platform
2 20 (40.82%) Azure
3 5 (10.20%) Azure Data Factory
3 5 (10.20%) Azure DevOps
3 5 (10.20%) Power Automate
3 5 (10.20%) PowerApps
4 4 (8.16%) Azure Machine Learning
4 4 (8.16%) Azure Synapse Analytics
4 4 (8.16%) Dynamics 365
4 4 (8.16%) Microsoft 365
5 3 (6.12%) Serverless
6 2 (4.08%) Azure AI
6 2 (4.08%) Azure Functions
7 1 (2.04%) Amazon CloudWatch
7 1 (2.04%) Azure Key Vault
7 1 (2.04%) Azure Service Bus
7 1 (2.04%) Entra ID
7 1 (2.04%) Microsoft Copilot
7 1 (2.04%) Microsoft Purview
7 1 (2.04%) Snowflake
Database & Business Intelligence
1 49 (100.00%) Power BI
2 15 (30.61%) Power Query
3 11 (22.45%) Data Warehouse
4 10 (20.41%) Star Schema
5 9 (18.37%) SQL Server
6 7 (14.29%) Semantic Layer
7 5 (10.20%) Data Lake
8 3 (6.12%) SQL Server Reporting Services
9 2 (4.08%) Azure SQL Database
9 2 (4.08%) BigQuery
9 2 (4.08%) SQL Server Integration Services
10 1 (2.04%) Amazon Redshift
10 1 (2.04%) Crystal Reports
10 1 (2.04%) Delta Lake
10 1 (2.04%) Enterprise Data Warehouse
10 1 (2.04%) Metadata
10 1 (2.04%) Parquet
10 1 (2.04%) SQL Server Analysis Services
Development Applications
1 3 (6.12%) JIRA
2 2 (4.08%) SQL Server Management Studio (SSMS)
2 2 (4.08%) Visual Studio
General
1 24 (48.98%) Social Skills
2 14 (28.57%) Analytical Skills
3 7 (14.29%) Finance
4 4 (8.16%) Public Sector
5 3 (6.12%) Documentation Skills
5 3 (6.12%) Marketing
5 3 (6.12%) Retail
6 1 (2.04%) Inclusion and Diversity
6 1 (2.04%) Organisational Skills
6 1 (2.04%) Presentation Skills
6 1 (2.04%) Publishing
Job Titles
1 17 (34.69%) Analyst
2 15 (30.61%) Developer
3 9 (18.37%) Business Intelligence Developer
4 8 (16.33%) Data Analyst
5 7 (14.29%) Business Intelligence Analyst
5 7 (14.29%) Power BI Developer
6 5 (10.20%) Power BI Analyst
7 4 (8.16%) Data Engineer
7 4 (8.16%) Senior
8 3 (6.12%) Business Analyst
8 3 (6.12%) Lead
8 3 (6.12%) Microsoft Engineer
8 3 (6.12%) Power Platform Developer
9 2 (4.08%) Architect
9 2 (4.08%) Business Intelligence Lead
9 2 (4.08%) Senior Data Engineer
9 2 (4.08%) SQL Developer
9 2 (4.08%) Technical Analyst
9 2 (4.08%) Technical Business Analyst
9 2 (4.08%) Web Analyst
Libraries, Frameworks & Software Standards
1 5 (10.20%) PySpark
2 3 (6.12%) JSON
3 2 (4.08%) .NET
3 2 (4.08%) CSS
3 2 (4.08%) HTML
3 2 (4.08%) HTML5 Canvas
3 2 (4.08%) Matplotlib
3 2 (4.08%) NumPy
3 2 (4.08%) Pandas
3 2 (4.08%) Seaborn
Miscellaneous
1 2 (4.08%) Management Information System
1 2 (4.08%) Reinsurance
2 1 (2.04%) Analytical Mindset
2 1 (2.04%) Client/Server
2 1 (2.04%) Data Structures
2 1 (2.04%) FMCG
2 1 (2.04%) Housing Association
2 1 (2.04%) Low-Code
Processes & Methodologies
1 47 (95.92%) Business Intelligence
2 34 (69.39%) Data Modelling
3 33 (67.35%) Analytics
4 16 (32.65%) Problem-Solving
5 14 (28.57%) ETL
6 13 (26.53%) Data Engineering
7 11 (22.45%) Actionable Insight
7 11 (22.45%) AI
7 11 (22.45%) Decision-Making
7 11 (22.45%) Performance Optimisation
8 10 (20.41%) DevOps
9 9 (18.37%) Continuous Improvement
9 9 (18.37%) Stakeholder Engagement
10 8 (16.33%) Visualisation
11 7 (14.29%) Data-Driven Decision Making
12 5 (10.20%) Analytical Modelling
12 5 (10.20%) CI/CD
12 5 (10.20%) Data Ingestion
12 5 (10.20%) Machine Learning
12 5 (10.20%) Performance Tuning
Programming Languages
1 34 (69.39%) SQL
2 13 (26.53%) Python
3 5 (10.20%) Kusto Query Language
4 4 (8.16%) T-SQL
5 2 (4.08%) C#
5 2 (4.08%) JavaScript
5 2 (4.08%) PowerShell
5 2 (4.08%) R
5 2 (4.08%) VBA
6 1 (2.04%) C
Qualifications
1 4 (8.16%) Degree
2 1 (2.04%) DBS Check
2 1 (2.04%) Microsoft Certification
2 1 (2.04%) SC Cleared
2 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 12 (24.49%) Data Quality
2 1 (2.04%) Accessibility
2 1 (2.04%) GDPR
2 1 (2.04%) QA
Vendors
1 31 (63.27%) Microsoft
2 3 (6.12%) Databricks
3 2 (4.08%) Foundry
3 2 (4.08%) OpenAI
3 2 (4.08%) Oracle
4 1 (2.04%) Salesforce