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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 639 680 854
Rank change year-on-year +41 +174 -224
Permanent jobs citing Data Analysis Expressions 259 301 391
As % of all permanent jobs advertised in the UK 0.26% 0.29% 0.25%
As % of the Programming Languages category 0.78% 0.66% 0.47%
Number of salaries quoted 228 265 318
10th Percentile £37,425 £36,250 £36,250
25th Percentile £41,500 £42,500 £40,000
Median annual salary (50th Percentile) £52,500 £52,500 £47,500
Median % change year-on-year - +10.53% -5.00%
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 £45,000
% change year-on-year -2.91% +3.00% -

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 33,106 45,516 82,656
As % of all permanent jobs advertised in the UK 33.77% 43.49% 53.63%
Number of salaries quoted 24,929 28,962 44,133
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 £53,635 £55,000 £53,500
% change year-on-year -2.48% +2.80% +7.00%

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 27 April 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 27 April 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 +81 240 £52,500 -4.55% 73
UK excluding London 0 151 £45,000 -2.91% 41
Work from Home +89 118 £47,000 -6.00% 27
London +106 97 £60,000 -14.29% 35
North of England +82 56 £47,500 +7.95% 10
North West +36 40 £43,865 -10.02% 7
Midlands -14 28 £40,500 -14.74% 11
South East +27 27 £55,000 +18.66% 13
West Midlands +7 19 £38,500 -15.85% 8
Yorkshire +105 16 £47,500 -4.04% 1
East of England +6 15 £43,000 -14.00% 4
Scotland -57 13 £45,000 +20.00% 1
South West -4 12 £52,500 +12.90% 2
East Midlands -16 9 £45,000 -5.26% 3

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 (4.25%) Apache Spark
1 11 (4.25%) SharePoint
2 2 (0.77%) SAS
Applications
1 67 (25.87%) Microsoft Excel
2 8 (3.09%) Microsoft PowerPoint
3 5 (1.93%) Microsoft Office
4 2 (0.77%) Spreadsheet
Business Applications
1 6 (2.32%) Primavera
2 4 (1.54%) Elite 3E
Cloud Services
1 257 (99.23%) Power Platform
2 143 (55.21%) Azure
3 30 (11.58%) PowerApps
4 29 (11.20%) Azure Synapse Analytics
5 27 (10.42%) Azure Data Factory
5 27 (10.42%) Azure DevOps
6 16 (6.18%) Power Automate
7 12 (4.63%) Snowflake
8 10 (3.86%) Azure Data Lake Analytics
9 8 (3.09%) AWS
10 6 (2.32%) Serverless
11 4 (1.54%) ChatGPT
11 4 (1.54%) Dynamics 365
11 4 (1.54%) Microsoft 365
11 4 (1.54%) PaaS
12 3 (1.16%) Fivetran
13 2 (0.77%) Azure Sentinel
13 2 (0.77%) Contentsquare
13 2 (0.77%) Google Analytics
14 1 (0.39%) Cloud Computing
Communications & Networking
1 10 (3.86%) Network Security
Database & Business Intelligence
1 257 (99.23%) Power BI
2 89 (34.36%) Power Query
3 88 (33.98%) Data Warehouse
4 53 (20.46%) SQL Server Reporting Services
5 51 (19.69%) SQL Server
5 51 (19.69%) SQL Server Integration Services
6 45 (17.37%) Data Lake
7 40 (15.44%) SQL Server Analysis Services
8 27 (10.42%) Tableau
9 15 (5.79%) Azure SQL Database
9 15 (5.79%) Star Schema
10 14 (5.41%) Microsoft Analysis Services
11 11 (4.25%) Big Data
12 10 (3.86%) Semantic Layer
13 9 (3.47%) Relational Database
14 8 (3.09%) QlikView
15 7 (2.70%) PowerPivot
16 6 (2.32%) Data Mining
17 5 (1.93%) Azure SQL Data Warehouse
17 5 (1.93%) Snowflake Schema
Development Applications
1 14 (5.41%) SQL Server Management Studio (SSMS)
2 5 (1.93%) Git
2 5 (1.93%) Visual Studio Team System
3 3 (1.16%) JIRA
4 1 (0.39%) Bitbucket
4 1 (0.39%) Subversion
4 1 (0.39%) Team Foundation Server
General
1 71 (27.41%) Finance
2 69 (26.64%) Social Skills
3 66 (25.48%) Analytical Skills
4 25 (9.65%) Marketing
5 24 (9.27%) Inclusion and Diversity
6 21 (8.11%) Retail
7 12 (4.63%) Manufacturing
8 11 (4.25%) Legal
8 11 (4.25%) Public Sector
9 9 (3.47%) Documentation Skills
10 6 (2.32%) Presentation Skills
11 4 (1.54%) Banking
11 4 (1.54%) Law
12 3 (1.16%) Publishing
13 2 (0.77%) Italian Language
13 2 (0.77%) Local Government
13 2 (0.77%) Organisational Skills
13 2 (0.77%) Tech for Good
14 1 (0.39%) Influencing Skills
14 1 (0.39%) Social Housing
Job Titles
1 110 (42.47%) Developer
2 82 (31.66%) Business Intelligence Developer
3 72 (27.80%) Analyst
4 66 (25.48%) Power BI Developer
5 60 (23.17%) Senior
6 43 (16.60%) Data Analyst
7 38 (14.67%) Business Intelligence Analyst
8 31 (11.97%) Power BI Analyst
9 26 (10.04%) Data Engineer
10 22 (8.49%) Lead
11 20 (7.72%) Senior Developer
12 19 (7.34%) Senior Analyst
13 17 (6.56%) Business Intelligence Data Analyst
14 16 (6.18%) Analyst Developer
14 16 (6.18%) Business Intelligence Lead
15 15 (5.79%) Developer Analyst
16 14 (5.41%) Business Intelligence Manager
16 14 (5.41%) Consultant
16 14 (5.41%) Report Analyst
17 13 (5.02%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (5.02%) MDX
2 7 (2.70%) HTML
2 7 (2.70%) PySpark
3 6 (2.32%) CSS
4 3 (1.16%) .NET
5 1 (0.39%) D3.js
5 1 (0.39%) Kafka
5 1 (0.39%) Pandas
5 1 (0.39%) Web Services
Miscellaneous
1 9 (3.47%) Enterprise Software
1 9 (3.47%) Greenfield Project
2 6 (2.32%) Reinsurance
3 5 (1.93%) Management Information System
4 4 (1.54%) Algorithms
4 4 (1.54%) Data Structures
5 3 (1.16%) NHS
5 3 (1.16%) Self-Motivation
6 2 (0.77%) Marketing Technology
7 1 (0.39%) FMCG
7 1 (0.39%) Product Ownership
7 1 (0.39%) Team-Oriented Environment
Operating Systems
1 1 (0.39%) Windows
1 1 (0.39%) Windows Vista
Processes & Methodologies
1 241 (93.05%) Business Intelligence
2 128 (49.42%) Visualisation
3 121 (46.72%) Data Modelling
4 115 (44.40%) Analytics
5 93 (35.91%) Data Visualisation
6 77 (29.73%) ETL
7 68 (26.25%) Decision-Making
8 43 (16.60%) Problem-Solving
9 42 (16.22%) Data Analysis
9 42 (16.22%) Requirements Gathering
10 41 (15.83%) Agile
11 40 (15.44%) Actionable Insight
12 39 (15.06%) DevOps
12 39 (15.06%) Stakeholder Management
13 36 (13.90%) Data Analytics
14 35 (13.51%) Mentoring
15 32 (12.36%) Dashboard Development
16 31 (11.97%) Data Science
17 27 (10.42%) Artificial Intelligence
17 27 (10.42%) Data Integration
Programming Languages
1 188 (72.59%) SQL
2 52 (20.08%) Python
3 46 (17.76%) T-SQL
4 13 (5.02%) R
5 9 (3.47%) U-SQL
6 7 (2.70%) C#
7 6 (2.32%) JavaScript
8 1 (0.39%) Java
8 1 (0.39%) VBA
Qualifications
1 36 (13.90%) Degree
2 35 (13.51%) DBS Check
3 21 (8.11%) Microsoft Certification
4 6 (2.32%) CIMA
4 6 (2.32%) Computer Science Degree
4 6 (2.32%) ITIL Certification
4 6 (2.32%) Master's Degree
5 1 (0.39%) BPSS Clearance
5 1 (0.39%) SC Cleared
5 1 (0.39%) Security Cleared
Quality Assurance & Compliance
1 13 (5.02%) QA
2 10 (3.86%) Data Quality
3 5 (1.93%) Accessibility
4 4 (1.54%) GDPR
5 3 (1.16%) PMO
6 1 (0.39%) Actionable Recommendations
Vendors
1 98 (37.84%) Microsoft
2 47 (18.15%) Databricks
3 10 (3.86%) SAP
4 6 (2.32%) Civica
4 6 (2.32%) Facebook
4 6 (2.32%) Oracle
5 4 (1.54%) GoldenSource
6 3 (1.16%) Google
7 2 (0.77%) Cisco
7 2 (0.77%) Salesforce
7 2 (0.77%) Snow
7 2 (0.77%) TikTok
8 1 (0.39%) MicroStrategy
8 1 (0.39%) Workday