Data Analysis Expressions Jobs

Microsoft Data Analysis Expressions (DAX)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Analysis Expressions skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis Expressions over the 6 months to 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 635 699 858
Rank change year-on-year +64 +159 -223
Permanent jobs citing Data Analysis Expressions 261 300 389
As % of all permanent jobs advertised in the UK 0.26% 0.30% 0.25%
As % of the Programming Languages category 0.79% 0.68% 0.46%
Number of salaries quoted 231 264 304
10th Percentile £36,750 £36,250 £36,250
25th Percentile £41,500 £42,500 £38,750
Median annual salary (50th Percentile) £51,250 £52,500 £50,000
Median % change year-on-year -2.38% +5.00% +5.26%
75th Percentile £65,000 £72,500 £62,500
90th Percentile £77,500 £82,500 £76,250
UK excluding London median annual salary £45,000 £46,350 £45,250
% change year-on-year -2.91% +2.43% +2.84%

All Programming Languages
UK

Data Analysis Expressions is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for coding skills.

Permanent vacancies with a requirement for coding skills 33,235 43,949 85,007
As % of all permanent jobs advertised in the UK 33.51% 43.27% 54.00%
Number of salaries quoted 24,988 28,012 43,733
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £49,500 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +13.64%
75th Percentile £77,500 £86,250 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £54,000 £55,000 £53,325
% change year-on-year -1.82% +3.14% +6.65%

Data Analysis Expressions
Job Vacancy Trend

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

Job vacancy trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Trend

3-month moving average salary quoted in jobs citing Data Analysis Expressions.

Salary trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Histogram

Salary distribution for jobs citing Data Analysis Expressions over the 6 months to 8 May 2024.

Salary histogram for Data Analysis Expressions in the UK

Data Analysis Expressions
Top 14 Job Locations

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 UK over the 6 months to 8 May 2024. 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
England +51 240 £52,500 -4.55% 92
UK excluding London -16 154 £45,000 -2.91% 58
Work from Home +72 125 £47,000 -10.48% 25
London +93 96 £60,000 -14.29% 39
North of England +70 57 £47,500 +6.74% 11
North West +30 41 £43,865 -12.27% 8
Midlands -15 29 £40,500 -14.74% 18
South East +12 25 £54,000 +16.50% 21
West Midlands -5 20 £38,500 -17.20% 14
Yorkshire +90 16 £47,500 +6.74% 2
East of England +6 15 £43,000 -14.00% 4
South West -23 14 £54,250 +16.04% 2
Scotland -51 14 £43,750 +16.67% 2
East Midlands -14 9 £45,000 -5.26% 4

Data Analysis Expressions
Co-occurring Skills and Capabilities 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 11 (4.21%) SharePoint
2 9 (3.45%) Apache Spark
3 1 (0.38%) SAS
Applications
1 68 (26.05%) Microsoft Excel
2 8 (3.07%) Microsoft PowerPoint
3 5 (1.92%) Microsoft Office
4 2 (0.77%) Spreadsheet
Business Applications
1 6 (2.30%) Primavera
2 4 (1.53%) Elite 3E
Cloud Services
1 260 (99.62%) Power Platform
2 142 (54.41%) Azure
3 32 (12.26%) Azure Synapse Analytics
4 30 (11.49%) Azure Data Factory
5 28 (10.73%) Azure DevOps
6 27 (10.34%) PowerApps
7 16 (6.13%) Power Automate
8 12 (4.60%) Snowflake
9 11 (4.21%) Azure Data Lake Analytics
10 8 (3.07%) AWS
11 6 (2.30%) Dynamics 365
11 6 (2.30%) Serverless
12 4 (1.53%) ChatGPT
12 4 (1.53%) Microsoft 365
13 3 (1.15%) Fivetran
13 3 (1.15%) Google Analytics
14 2 (0.77%) Azure Sentinel
14 2 (0.77%) Contentsquare
14 2 (0.77%) PaaS
15 1 (0.38%) Azure Storage
Communications & Networking
1 11 (4.21%) Network Security
Database & Business Intelligence
1 260 (99.62%) Power BI
2 91 (34.87%) Data Warehouse
2 91 (34.87%) Power Query
3 52 (19.92%) SQL Server
3 52 (19.92%) SQL Server Reporting Services
4 50 (19.16%) SQL Server Integration Services
5 47 (18.01%) Data Lake
6 35 (13.41%) SQL Server Analysis Services
7 26 (9.96%) Tableau
8 16 (6.13%) Azure SQL Database
9 15 (5.75%) Star Schema
10 13 (4.98%) Microsoft Analysis Services
11 11 (4.21%) Big Data
12 10 (3.83%) Semantic Layer
13 9 (3.45%) Relational Database
14 8 (3.07%) QlikView
15 7 (2.68%) PowerPivot
16 6 (2.30%) Data Mining
16 6 (2.30%) Snowflake Schema
17 5 (1.92%) Azure SQL Data Warehouse
Development Applications
1 14 (5.36%) SQL Server Management Studio (SSMS)
2 5 (1.92%) Git
3 3 (1.15%) JIRA
4 2 (0.77%) Visual Studio Team System
5 1 (0.38%) Bitbucket
5 1 (0.38%) Subversion
5 1 (0.38%) Team Foundation Server
5 1 (0.38%) Visual Studio
General
1 71 (27.20%) Social Skills
2 68 (26.05%) Analytical Skills
3 67 (25.67%) Finance
4 26 (9.96%) Marketing
5 24 (9.20%) Inclusion and Diversity
6 20 (7.66%) Retail
7 12 (4.60%) Legal
8 11 (4.21%) Manufacturing
9 10 (3.83%) Public Sector
10 9 (3.45%) Documentation Skills
11 7 (2.68%) Presentation Skills
12 5 (1.92%) Law
13 3 (1.15%) Publishing
14 2 (0.77%) Banking
14 2 (0.77%) Italian Language
14 2 (0.77%) Local Government
14 2 (0.77%) Organisational Skills
14 2 (0.77%) Tech for Good
15 1 (0.38%) Influencing Skills
15 1 (0.38%) Social Housing
Job Titles
1 112 (42.91%) Developer
2 83 (31.80%) Business Intelligence Developer
3 71 (27.20%) Analyst
4 68 (26.05%) Power BI Developer
5 57 (21.84%) Senior
6 43 (16.48%) Data Analyst
7 38 (14.56%) Business Intelligence Analyst
8 31 (11.88%) Power BI Analyst
9 28 (10.73%) Data Engineer
10 22 (8.43%) Lead
11 20 (7.66%) Senior Developer
12 16 (6.13%) Analyst Developer
12 16 (6.13%) Business Intelligence Data Analyst
12 16 (6.13%) Business Intelligence Lead
12 16 (6.13%) Senior Analyst
13 15 (5.75%) Developer Analyst
14 14 (5.36%) Business Intelligence Manager
14 14 (5.36%) Consultant
15 13 (4.98%) Senior Data Engineer
15 13 (4.98%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (4.60%) MDX
2 7 (2.68%) HTML
2 7 (2.68%) PySpark
3 6 (2.30%) CSS
4 3 (1.15%) .NET
5 1 (0.38%) D3.js
5 1 (0.38%) Kafka
5 1 (0.38%) Pandas
5 1 (0.38%) Web Services
Miscellaneous
1 10 (3.83%) Enterprise Software
2 9 (3.45%) Greenfield Project
3 6 (2.30%) Reinsurance
4 5 (1.92%) Management Information System
5 4 (1.53%) Algorithms
5 4 (1.53%) Data Structures
5 4 (1.53%) NHS
5 4 (1.53%) Self-Motivation
6 2 (0.77%) Marketing Technology
7 1 (0.38%) FMCG
7 1 (0.38%) Product Ownership
7 1 (0.38%) Team-Oriented Environment
Operating Systems
1 1 (0.38%) Windows
1 1 (0.38%) Windows Vista
Processes & Methodologies
1 242 (92.72%) Business Intelligence
2 130 (49.81%) Visualisation
3 121 (46.36%) Data Modelling
4 113 (43.30%) Analytics
5 94 (36.02%) Data Visualisation
6 79 (30.27%) ETL
7 66 (25.29%) Decision-Making
8 43 (16.48%) Data Analysis
8 43 (16.48%) Requirements Gathering
9 42 (16.09%) Actionable Insight
10 41 (15.71%) Problem-Solving
11 40 (15.33%) Stakeholder Management
12 37 (14.18%) DevOps
13 36 (13.79%) Data Analytics
14 35 (13.41%) Agile
15 33 (12.64%) Data Science
16 32 (12.26%) Dashboard Development
16 32 (12.26%) Mentoring
17 26 (9.96%) Data Integration
17 26 (9.96%) Machine Learning
Programming Languages
1 189 (72.41%) SQL
2 52 (19.92%) Python
3 47 (18.01%) T-SQL
4 11 (4.21%) R
5 10 (3.83%) U-SQL
6 7 (2.68%) C#
7 6 (2.30%) JavaScript
8 2 (0.77%) VBA
9 1 (0.38%) Java
Qualifications
1 36 (13.79%) Degree
2 35 (13.41%) DBS Check
3 22 (8.43%) Microsoft Certification
4 6 (2.30%) CIMA
4 6 (2.30%) Computer Science Degree
4 6 (2.30%) ITIL Certification
4 6 (2.30%) Master's Degree
5 1 (0.38%) BPSS Clearance
5 1 (0.38%) SC Cleared
5 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 14 (5.36%) QA
2 9 (3.45%) Data Quality
3 5 (1.92%) Accessibility
4 4 (1.53%) GDPR
5 3 (1.15%) PMO
6 1 (0.38%) Actionable Recommendations
Vendors
1 96 (36.78%) Microsoft
2 47 (18.01%) Databricks
3 9 (3.45%) SAP
4 6 (2.30%) Civica
4 6 (2.30%) Facebook
5 5 (1.92%) Oracle
6 4 (1.53%) GoldenSource
6 4 (1.53%) Google
7 2 (0.77%) Cisco
7 2 (0.77%) Salesforce
7 2 (0.77%) Snow
7 2 (0.77%) TikTok
8 1 (0.38%) Workday