Period
to

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Analysis Expressions (DAX) skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis Expressions (DAX) over the 6 months to 29 June 2022 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK > England
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 940 694 622
Rank change year-on-year -246 -72 +91
Permanent jobs citing Data Analysis Expressions (DAX) 222 225 214
As % of all permanent jobs advertised in England 0.15% 0.24% 0.29%
As % of the Programming Languages category 0.28% 0.43% 0.53%
Number of salaries quoted 162 183 192
10th Percentile £36,250 £35,550 £33,850
25th Percentile £38,200 £37,600 £42,500
Median annual salary (50th Percentile) £50,000 £47,500 £59,750
Median % change year-on-year +5.26% -20.50% +3.91%
75th Percentile £63,750 £58,750 £75,000
90th Percentile £77,375 £77,500 £87,500
UK median annual salary £50,000 £47,500 £56,750
% change year-on-year +5.26% -16.30% -1.30%

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

All Programming Languages
England
Permanent vacancies with a requirement for coding skills 78,994 52,367 40,667
As % of all permanent IT jobs advertised in England 53.00% 55.64% 55.53%
Number of salaries quoted 39,619 37,436 34,234
10th Percentile £37,183 £35,000 £32,500
25th Percentile £46,250 £42,500 £41,971
Median annual salary (50th Percentile) £62,500 £57,500 £55,000
Median % change year-on-year +8.70% +4.55% +4.76%
75th Percentile £83,750 £77,500 £75,000
90th Percentile £101,250 £93,750 £91,250
UK median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - +4.76%

Data Analysis Expressions (DAX)
Job Vacancy Trend in England

Job postings citing Data Analysis Expressions (DAX) as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Analysis Expressions (DAX) in England.

Salary trend for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Salary Histogram in England

Salary distribution for jobs citing Data Analysis Expressions (DAX) in England over the 6 months to 29 June 2022.

Salary histogram for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis Expressions (DAX) within the England region over the 6 months to 29 June 2022. 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
London -241 89 £60,000 +4.35% 16
South West +4 45 £37,500 -10.71% 5
South East -59 42 £45,000 +12.50% 11
North of England -126 21 £47,500 +7.95% 7
Midlands -87 11 £50,000 +13.64% 7
East of England - 11 £50,000 - 5
North West -100 10 £50,000 +8.11% 4
West Midlands -74 9 £47,500 +5.56% 5
Yorkshire -64 7 £45,000 +12.50% 2
North East -24 4 £36,500 -5.19% 1
East Midlands -38 2 £55,000 +69.23% 2
Data Analysis Expressions (DAX)
UK

For the 6 months to 29 June 2022, IT jobs citing Data Analysis Expressions (DAX) also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Data Analysis Expressions (DAX).

1 218 (98.20%) Business Intelligence
2 210 (94.59%) Power BI
2 210 (94.59%) Power Platform
3 189 (85.14%) SQL
4 130 (58.56%) SQL Server Integration Services
5 123 (55.41%) ETL
6 118 (53.15%) Analytics
7 112 (50.45%) SQL Server Reporting Services
8 109 (49.10%) Microsoft
9 104 (46.85%) Data Warehouse
10 99 (44.59%) Data Modelling
11 96 (43.24%) Finance
11 96 (43.24%) Visualisation
12 82 (36.94%) Data Analysis
13 78 (35.14%) SQL Server Analysis Services
14 75 (33.78%) SQL Server
15 72 (32.43%) Agile
16 67 (30.18%) Azure
17 61 (27.48%) Data Visualisation
18 58 (26.13%) Analytical Skills
19 53 (23.87%) Python
20 51 (22.97%) T-SQL
20 51 (22.97%) Power Query
21 45 (20.27%) Data-Driven Decision Making
21 45 (20.27%) Azure Data Factory
22 44 (19.82%) Degree
23 43 (19.37%) Decision-Making
24 42 (18.92%) Social Skills
25 36 (16.22%) MDX
26 34 (15.32%) Microsoft Office

Data Analysis Expressions (DAX)
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (2.25%) SharePoint
2 1 (0.45%) Apache Airflow
Applications
1 34 (15.32%) Microsoft Office
2 33 (14.86%) Microsoft Excel
3 13 (5.86%) MS Visio
4 7 (3.15%) Microsoft PowerPoint
5 4 (1.80%) Spreadsheet
Business Applications
1 10 (4.50%) IBM Planning Analytics
2 8 (3.60%) Loan IQ
3 2 (0.90%) Infor M3
Cloud Services
1 210 (94.59%) Power Platform
2 67 (30.18%) Azure
3 45 (20.27%) Azure Data Factory
4 27 (12.16%) Azure Synapse Analytics
5 18 (8.11%) PowerApps
6 14 (6.31%) PaaS
7 12 (5.41%) Azure DevOps
8 9 (4.05%) Azure Data Lake Analytics
8 9 (4.05%) Microsoft 365
9 8 (3.60%) IaaS
10 6 (2.70%) Google Analytics
10 6 (2.70%) Power Automate
11 5 (2.25%) Azure Cosmos DB
12 4 (1.80%) GCP
13 3 (1.35%) Azure Stack
13 3 (1.35%) SaaS
14 2 (0.90%) Azure Logic Apps
14 2 (0.90%) Matillion
15 1 (0.45%) Azure Functions
15 1 (0.45%) Azure Sentinel
Communications & Networking
1 3 (1.35%) Network Security
Database & Business Intelligence
1 210 (94.59%) Power BI
2 130 (58.56%) SQL Server Integration Services
3 112 (50.45%) SQL Server Reporting Services
4 104 (46.85%) Data Warehouse
5 78 (35.14%) SQL Server Analysis Services
6 75 (33.78%) SQL Server
7 51 (22.97%) Power Query
8 32 (14.41%) Data Lake
9 25 (11.26%) Azure SQL Database
10 23 (10.36%) OLAP
11 19 (8.56%) Tableau
12 18 (8.11%) Microsoft Analysis Services
13 15 (6.76%) Data Mining
14 13 (5.86%) Relational Database
15 10 (4.50%) Azure SQL Data Warehouse
15 10 (4.50%) Metadata
15 10 (4.50%) Star Schema
16 5 (2.25%) Big Data
16 5 (2.25%) NoSQL
16 5 (2.25%) Snowflake Schema
Development Applications
1 13 (5.86%) Git (software)
2 10 (4.50%) SQL Server Management Studio (SSMS)
3 8 (3.60%) JIRA
3 8 (3.60%) Mercurial
3 8 (3.60%) Visual Studio
4 6 (2.70%) Team Foundation Server
5 1 (0.45%) Jenkins
5 1 (0.45%) PyCharm
5 1 (0.45%) Selenium
General
1 96 (43.24%) Finance
2 58 (26.13%) Analytical Skills
3 42 (18.92%) Social Skills
4 13 (5.86%) Retail
5 8 (3.60%) Banking
5 8 (3.60%) Games
5 8 (3.60%) Investment Banking
6 7 (3.15%) Advertising
6 7 (3.15%) Legal
6 7 (3.15%) Public Sector
7 5 (2.25%) Documentation Skills
8 3 (1.35%) Law
8 3 (1.35%) Local Government
8 3 (1.35%) Manufacturing
8 3 (1.35%) Marketing
9 2 (0.90%) Automotive
9 2 (0.90%) Influencing Skills
9 2 (0.90%) Presentation Skills
9 2 (0.90%) Publishing
10 1 (0.45%) Organisational Skills
Job Titles
1 99 (44.59%) Developer
2 88 (39.64%) Business Intelligence Developer
3 73 (32.88%) Analyst
4 39 (17.57%) Data Analyst
5 34 (15.32%) Senior Analyst
6 27 (12.16%) Business Intelligence Analyst
7 26 (11.71%) Power BI Analyst
7 26 (11.71%) Senior Data Analyst
8 22 (9.91%) Data Engineer
9 20 (9.01%) Business Developer
10 18 (8.11%) Power BI Developer
11 16 (7.21%) Data Manager
11 16 (7.21%) Report Analyst
12 13 (5.86%) SQL Analyst
13 12 (5.41%) Senior Reporting Analyst
14 10 (4.50%) SQL Developer
15 9 (4.05%) Azure Engineer
15 9 (4.05%) Business Analyst
15 9 (4.05%) Product Manager
15 9 (4.05%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 36 (16.22%) MDX
2 5 (2.25%) PySpark
3 4 (1.80%) .NET
3 4 (1.80%) JSON
4 3 (1.35%) XML
5 2 (0.90%) Microsoft Graph
5 2 (0.90%) REST
6 1 (0.45%) AngularJS
6 1 (0.45%) Kafka
6 1 (0.45%) scikit-learn
6 1 (0.45%) SOAP
6 1 (0.45%) TensorFlow
6 1 (0.45%) Velocity
Miscellaneous
1 10 (4.50%) User Experience
2 8 (3.60%) Greenfield Project
3 6 (2.70%) Self-Motivation
4 4 (1.80%) Data Structures
5 3 (1.35%) FMCG
5 3 (1.35%) Management Information System
5 3 (1.35%) Virtual Team
6 2 (0.90%) Housing Association
6 2 (0.90%) Replication
7 1 (0.45%) Analytical Mindset
7 1 (0.45%) Credit Risk
7 1 (0.45%) Enterprise Software
7 1 (0.45%) IoT
7 1 (0.45%) NHS
Processes & Methodologies
1 218 (98.20%) Business Intelligence
2 123 (55.41%) ETL
3 118 (53.15%) Analytics
4 99 (44.59%) Data Modelling
5 96 (43.24%) Visualisation
6 82 (36.94%) Data Analysis
7 72 (32.43%) Agile
8 61 (27.48%) Data Visualisation
9 45 (20.27%) Data-Driven Decision Making
10 43 (19.37%) Decision-Making
11 34 (15.32%) Dashboard Development
11 34 (15.32%) Data Analytics
12 33 (14.86%) Dimensional Modelling
13 30 (13.51%) Fintech
14 29 (13.06%) DevOps
15 27 (12.16%) Problem-Solving
16 25 (11.26%) Design Thinking
16 25 (11.26%) People Analytics
17 24 (10.81%) Product Roadmap
17 24 (10.81%) Stakeholder Management
Programming Languages
1 189 (85.14%) SQL
2 53 (23.87%) Python
3 51 (22.97%) T-SQL
4 32 (14.41%) C
5 28 (12.61%) PowerShell
6 25 (11.26%) Formula Language
7 11 (4.95%) R
8 9 (4.05%) U-SQL
9 4 (1.80%) C#
9 4 (1.80%) PL/SQL
10 2 (0.90%) VBA
11 1 (0.45%) VB.NET
Qualifications
1 44 (19.82%) Degree
2 25 (11.26%) Numerate Degree
3 8 (3.60%) Microsoft Certification
4 2 (0.90%) Computer Science Degree
4 2 (0.90%) Security Cleared
Quality Assurance & Compliance
1 19 (8.56%) Data Quality
2 8 (3.60%) Accessibility
3 4 (1.80%) QA
4 3 (1.35%) GRC
5 2 (0.90%) Cyber Essentials
5 2 (0.90%) Cyber Essentials PLUS
5 2 (0.90%) GDPR
5 2 (0.90%) ISO/IEC 27001
System Software
1 15 (6.76%) Active Directory
2 1 (0.45%) Docker
Vendors
1 109 (49.10%) Microsoft
2 27 (12.16%) Databricks
3 25 (11.26%) Workday
4 10 (4.50%) IBM
5 7 (3.15%) Google
6 5 (2.25%) Cognos
7 3 (1.35%) MicroStrategy
8 2 (0.90%) Alteryx
8 2 (0.90%) Hyperion
8 2 (0.90%) Infor
8 2 (0.90%) Informatica
8 2 (0.90%) Oracle
8 2 (0.90%) Talend
9 1 (0.45%) Facebook