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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 629 679 854
Rank change year-on-year +50 +175 -213
Permanent jobs citing Data Analysis Expressions 270 308 407
As % of all permanent jobs advertised in the UK 0.27% 0.31% 0.25%
As % of the Programming Languages category 0.81% 0.72% 0.47%
Number of salaries quoted 240 269 316
10th Percentile £37,200 £36,100 £36,250
25th Percentile £41,824 £42,750 £38,750
Median annual salary (50th Percentile) £51,058 £52,500 £50,000
Median % change year-on-year -2.75% +5.00% +5.26%
75th Percentile £65,000 £72,500 £62,500
90th Percentile £77,500 £82,750 £76,250
UK excluding London median annual salary £45,000 £46,350 £45,000
% change year-on-year -2.91% +3.00% +2.27%

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 33,216 42,952 86,858
As % of all permanent jobs advertised in the UK 33.25% 43.31% 54.04%
Number of salaries quoted 24,896 27,477 43,381
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £49,250 £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 £107,500 £100,000
UK excluding London median annual salary £54,000 £55,000 £52,500
% change year-on-year -1.82% +4.76% +5.00%

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 18 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 18 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 +61 249 £52,500 -4.55% 109
UK excluding London -28 164 £45,000 -2.91% 70
Work from Home +70 130 £47,250 -10.00% 31
London +72 95 £62,500 -10.71% 44
North of England +79 57 £47,500 +2.70% 9
North West +30 41 £43,865 -14.41% 6
Midlands -24 32 £41,000 -13.68% 25
South East -2 27 £54,000 +16.50% 22
West Midlands -2 22 £38,500 -18.09% 19
South West -20 19 £52,500 +11.70% 6
Yorkshire +90 16 £47,500 +5.56% 2
East of England 0 15 £43,000 -14.00% 4
Scotland -55 14 £43,750 +16.67% 3
East Midlands -8 10 £45,000 -10.00% 6

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 (4.07%) SharePoint
2 8 (2.96%) Apache Spark
3 1 (0.37%) SAS
Applications
1 69 (25.56%) Microsoft Excel
2 9 (3.33%) Microsoft PowerPoint
3 5 (1.85%) Microsoft Office
4 2 (0.74%) Spreadsheet
Business Applications
1 6 (2.22%) Primavera
2 4 (1.48%) Elite 3E
Cloud Services
1 269 (99.63%) Power Platform
2 148 (54.81%) Azure
3 34 (12.59%) Azure Synapse Analytics
4 31 (11.48%) Azure Data Factory
5 29 (10.74%) Azure DevOps
6 27 (10.00%) PowerApps
7 16 (5.93%) Power Automate
8 12 (4.44%) Azure Data Lake Analytics
8 12 (4.44%) Snowflake
9 8 (2.96%) AWS
10 7 (2.59%) Dynamics 365
11 6 (2.22%) Serverless
12 4 (1.48%) ChatGPT
12 4 (1.48%) Microsoft 365
13 3 (1.11%) Fivetran
13 3 (1.11%) Google Analytics
14 2 (0.74%) Azure Sentinel
14 2 (0.74%) Contentsquare
14 2 (0.74%) PaaS
15 1 (0.37%) Azure Storage
Communications & Networking
1 12 (4.44%) Network Security
Database & Business Intelligence
1 269 (99.63%) Power BI
2 95 (35.19%) Power Query
3 94 (34.81%) Data Warehouse
4 55 (20.37%) SQL Server
5 54 (20.00%) SQL Server Reporting Services
6 52 (19.26%) SQL Server Integration Services
7 47 (17.41%) Data Lake
8 38 (14.07%) SQL Server Analysis Services
9 25 (9.26%) Tableau
10 17 (6.30%) Azure SQL Database
10 17 (6.30%) Microsoft Analysis Services
11 14 (5.19%) Star Schema
12 11 (4.07%) Big Data
13 10 (3.70%) Semantic Layer
14 9 (3.33%) Relational Database
15 8 (2.96%) QlikView
16 7 (2.59%) PowerPivot
17 6 (2.22%) Data Mining
17 6 (2.22%) Snowflake Schema
18 4 (1.48%) MySQL
Development Applications
1 14 (5.19%) SQL Server Management Studio (SSMS)
2 7 (2.59%) Git
3 5 (1.85%) JIRA
4 3 (1.11%) Team Foundation Server
4 3 (1.11%) Visual Studio
5 2 (0.74%) Visual Studio Team System
6 1 (0.37%) Bitbucket
6 1 (0.37%) Subversion
General
1 76 (28.15%) Social Skills
2 69 (25.56%) Analytical Skills
3 68 (25.19%) Finance
4 27 (10.00%) Marketing
5 23 (8.52%) Inclusion and Diversity
6 20 (7.41%) Retail
7 12 (4.44%) Legal
8 11 (4.07%) Manufacturing
9 10 (3.70%) Public Sector
10 9 (3.33%) Documentation Skills
11 7 (2.59%) Presentation Skills
12 5 (1.85%) Law
13 4 (1.48%) Publishing
14 2 (0.74%) Italian Language
14 2 (0.74%) Local Government
14 2 (0.74%) Organisational Skills
14 2 (0.74%) Tech for Good
15 1 (0.37%) Agriculture
15 1 (0.37%) Influencing Skills
15 1 (0.37%) Social Housing
Job Titles
1 116 (42.96%) Developer
2 86 (31.85%) Business Intelligence Developer
3 74 (27.41%) Analyst
4 71 (26.30%) Power BI Developer
5 59 (21.85%) Senior
6 44 (16.30%) Data Analyst
7 41 (15.19%) Business Intelligence Analyst
8 32 (11.85%) Power BI Analyst
9 30 (11.11%) Data Engineer
10 22 (8.15%) Lead
10 22 (8.15%) Senior Developer
11 17 (6.30%) Business Intelligence Data Analyst
12 16 (5.93%) Analyst Developer
12 16 (5.93%) Business Intelligence Lead
12 16 (5.93%) Senior Analyst
13 15 (5.56%) Business Intelligence Manager
13 15 (5.56%) Developer Analyst
14 14 (5.19%) Senior Data Engineer
15 13 (4.81%) Commercial Analyst
15 13 (4.81%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (4.44%) MDX
2 7 (2.59%) HTML
2 7 (2.59%) PySpark
3 6 (2.22%) CSS
4 3 (1.11%) .NET
5 1 (0.37%) D3.js
5 1 (0.37%) Kafka
5 1 (0.37%) Pandas
5 1 (0.37%) Web Services
Miscellaneous
1 11 (4.07%) Enterprise Software
2 9 (3.33%) Greenfield Project
3 6 (2.22%) Reinsurance
4 5 (1.85%) Management Information System
4 5 (1.85%) NHS
5 4 (1.48%) Algorithms
5 4 (1.48%) Data Structures
5 4 (1.48%) Self-Motivation
6 2 (0.74%) Marketing Technology
7 1 (0.37%) Analytical Mindset
7 1 (0.37%) FMCG
7 1 (0.37%) Product Ownership
7 1 (0.37%) Team-Oriented Environment
Operating Systems
1 1 (0.37%) Windows
1 1 (0.37%) Windows Vista
Processes & Methodologies
1 250 (92.59%) Business Intelligence
2 137 (50.74%) Visualisation
3 123 (45.56%) Data Modelling
4 117 (43.33%) Analytics
5 99 (36.67%) Data Visualisation
6 82 (30.37%) ETL
7 64 (23.70%) Decision-Making
8 43 (15.93%) Data Analysis
8 43 (15.93%) Requirements Gathering
8 43 (15.93%) Stakeholder Management
9 41 (15.19%) Actionable Insight
10 40 (14.81%) Problem-Solving
11 38 (14.07%) DevOps
12 36 (13.33%) Agile
12 36 (13.33%) Data Analytics
13 35 (12.96%) Dashboard Development
14 34 (12.59%) Data Science
15 33 (12.22%) Mentoring
16 26 (9.63%) Machine Learning
17 25 (9.26%) Data Integration
Programming Languages
1 198 (73.33%) SQL
2 54 (20.00%) Python
3 47 (17.41%) T-SQL
4 11 (4.07%) R
4 11 (4.07%) U-SQL
5 7 (2.59%) C#
6 6 (2.22%) JavaScript
7 3 (1.11%) VBA
8 1 (0.37%) Java
Qualifications
1 39 (14.44%) Degree
2 35 (12.96%) DBS Check
3 23 (8.52%) Microsoft Certification
4 7 (2.59%) Computer Science Degree
5 6 (2.22%) CIMA
5 6 (2.22%) ITIL Certification
5 6 (2.22%) Master's Degree
6 1 (0.37%) BPSS Clearance
6 1 (0.37%) SC Cleared
6 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 14 (5.19%) QA
2 9 (3.33%) Data Quality
3 5 (1.85%) Accessibility
4 4 (1.48%) GDPR
5 3 (1.11%) PMO
6 1 (0.37%) Actionable Recommendations
Vendors
1 100 (37.04%) Microsoft
2 49 (18.15%) Databricks
3 9 (3.33%) SAP
4 6 (2.22%) Civica
4 6 (2.22%) Facebook
5 5 (1.85%) Oracle
6 4 (1.48%) GoldenSource
6 4 (1.48%) Google
7 2 (0.74%) Cisco
7 2 (0.74%) Salesforce
7 2 (0.74%) Snow
7 2 (0.74%) TikTok
8 1 (0.37%) Workday