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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 623 673 859
Rank change year-on-year +50 +186 -204
Permanent jobs citing Data Analysis Expressions 271 312 403
As % of all permanent jobs advertised in the UK 0.27% 0.31% 0.25%
As % of the Programming Languages category 0.82% 0.72% 0.46%
Number of salaries quoted 241 271 309
10th Percentile £37,250 £36,250 £36,250
25th Percentile £41,500 £43,125 £38,750
Median annual salary (50th Percentile) £50,000 £54,000 £50,000
Median % change year-on-year -7.41% +8.00% +8.70%
75th Percentile £65,000 £72,500 £63,750
90th Percentile £77,500 £82,500 £76,250
UK excluding London median annual salary £45,000 £46,350 £45,000
% change year-on-year -2.91% +3.00% +5.26%

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 33,218 43,078 87,895
As % of all permanent jobs advertised in the UK 33.25% 43.31% 53.99%
Number of salaries quoted 24,863 27,599 43,697
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £49,375 £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 20 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 20 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 +56 248 £52,500 -4.55% 118
UK excluding London -6 166 £45,000 -2.91% 74
Work from Home +80 131 £46,500 -11.43% 34
London +70 95 £62,500 -10.71% 49
North of England +61 57 £47,500 +2.70% 13
North West +24 41 £43,865 -14.41% 7
Midlands -22 32 £41,000 -13.68% 24
South East +7 27 £54,000 +16.50% 23
West Midlands -1 22 £38,500 -18.09% 18
South West -16 19 £52,500 +11.70% 7
Yorkshire +87 16 £47,500 +5.56% 5
Scotland -55 16 £42,500 +13.33% 2
East of England +2 15 £43,000 -14.00% 4
East Midlands -18 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 (4.06%) SharePoint
2 8 (2.95%) Apache Spark
3 1 (0.37%) SAS
Applications
1 69 (25.46%) Microsoft Excel
2 9 (3.32%) Microsoft PowerPoint
3 5 (1.85%) Microsoft Office
4 2 (0.74%) Spreadsheet
Business Applications
1 6 (2.21%) Primavera
2 4 (1.48%) Elite 3E
Cloud Services
1 270 (99.63%) Power Platform
2 148 (54.61%) Azure
3 34 (12.55%) Azure Synapse Analytics
4 31 (11.44%) Azure Data Factory
5 29 (10.70%) Azure DevOps
6 27 (9.96%) PowerApps
7 16 (5.90%) Power Automate
8 12 (4.43%) Azure Data Lake Analytics
8 12 (4.43%) Snowflake
9 8 (2.95%) AWS
10 7 (2.58%) Dynamics 365
11 6 (2.21%) 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 (4.43%) Network Security
Database & Business Intelligence
1 270 (99.63%) Power BI
2 97 (35.79%) Power Query
3 93 (34.32%) Data Warehouse
4 55 (20.30%) SQL Server
5 54 (19.93%) SQL Server Reporting Services
6 52 (19.19%) SQL Server Integration Services
7 47 (17.34%) Data Lake
8 38 (14.02%) SQL Server Analysis Services
9 25 (9.23%) Tableau
10 17 (6.27%) Azure SQL Database
10 17 (6.27%) Microsoft Analysis Services
11 14 (5.17%) Star Schema
12 11 (4.06%) Big Data
13 10 (3.69%) Semantic Layer
14 9 (3.32%) Relational Database
15 8 (2.95%) QlikView
16 7 (2.58%) PowerPivot
17 6 (2.21%) Data Mining
17 6 (2.21%) Snowflake Schema
18 4 (1.48%) MySQL
Development Applications
1 14 (5.17%) SQL Server Management Studio (SSMS)
2 7 (2.58%) 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 (28.04%) Social Skills
2 71 (26.20%) Analytical Skills
3 68 (25.09%) Finance
4 27 (9.96%) Marketing
5 25 (9.23%) Inclusion and Diversity
6 20 (7.38%) Retail
7 11 (4.06%) Legal
7 11 (4.06%) Manufacturing
8 10 (3.69%) Public Sector
9 9 (3.32%) Documentation Skills
10 7 (2.58%) Presentation Skills
11 5 (1.85%) Law
12 4 (1.48%) Publishing
13 2 (0.74%) Italian Language
13 2 (0.74%) Local Government
13 2 (0.74%) Organisational Skills
13 2 (0.74%) Tech for Good
14 1 (0.37%) Agriculture
14 1 (0.37%) Influencing Skills
14 1 (0.37%) Social Housing
Job Titles
1 115 (42.44%) Developer
2 85 (31.37%) Business Intelligence Developer
3 74 (27.31%) Analyst
4 70 (25.83%) Power BI Developer
5 58 (21.40%) Senior
6 44 (16.24%) Data Analyst
7 41 (15.13%) Business Intelligence Analyst
8 32 (11.81%) Power BI Analyst
9 30 (11.07%) Data Engineer
10 22 (8.12%) Lead
11 21 (7.75%) Senior Developer
12 17 (6.27%) Business Intelligence Data Analyst
13 16 (5.90%) Analyst Developer
13 16 (5.90%) Business Intelligence Lead
13 16 (5.90%) Senior Analyst
14 15 (5.54%) Business Intelligence Manager
14 15 (5.54%) Consultant
14 15 (5.54%) Developer Analyst
15 14 (5.17%) Senior Data Engineer
16 13 (4.80%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (4.43%) MDX
2 7 (2.58%) HTML
2 7 (2.58%) PySpark
3 6 (2.21%) 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 (4.06%) Enterprise Software
2 9 (3.32%) Greenfield Project
3 6 (2.21%) 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
1 249 (91.88%) Business Intelligence
2 136 (50.18%) Visualisation
3 122 (45.02%) Data Modelling
4 117 (43.17%) Analytics
5 98 (36.16%) Data Visualisation
6 81 (29.89%) ETL
7 63 (23.25%) Decision-Making
8 43 (15.87%) Data Analysis
8 43 (15.87%) Requirements Gathering
8 43 (15.87%) Stakeholder Management
9 40 (14.76%) Actionable Insight
9 40 (14.76%) Problem-Solving
10 38 (14.02%) DevOps
11 36 (13.28%) Agile
11 36 (13.28%) Data Analytics
12 34 (12.55%) Dashboard Development
13 33 (12.18%) Data Science
14 32 (11.81%) Mentoring
15 26 (9.59%) Machine Learning
16 24 (8.86%) Data Integration
Programming Languages
1 199 (73.43%) SQL
2 54 (19.93%) Python
3 47 (17.34%) T-SQL
4 11 (4.06%) R
4 11 (4.06%) U-SQL
5 7 (2.58%) C#
6 6 (2.21%) JavaScript
7 3 (1.11%) VBA
8 1 (0.37%) Java
Qualifications
1 39 (14.39%) Degree
2 35 (12.92%) DBS Check
3 23 (8.49%) Microsoft Certification
4 7 (2.58%) Computer Science Degree
5 6 (2.21%) CIMA
5 6 (2.21%) ITIL Certification
5 6 (2.21%) Master's Degree
5 6 (2.21%) SnowPro
6 1 (0.37%) BPSS Clearance
6 1 (0.37%) SC Cleared
6 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 13 (4.80%) QA
2 9 (3.32%) 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 (36.90%) Microsoft
2 49 (18.08%) Databricks
3 9 (3.32%) SAP
4 6 (2.21%) Civica
4 6 (2.21%) 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