Period
to 28 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 28 November 2021 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
Central London > City of London
6 months to
28 Nov 2021
Same period 2020 Same period 2019
Rank 235 187 219
Rank change year-on-year -48 +32 +107
Permanent jobs citing Data Analysis Expressions (DAX) 25 18 111
As % of all permanent jobs advertised in the City of London 0.41% 0.45% 1.12%
As % of the Programming Languages category 0.69% 0.73% 1.91%
Number of salaries quoted 22 17 108
10th Percentile £42,500 £69,250 £45,000
25th Percentile £51,875 £71,250 £51,250
Median annual salary (50th Percentile) £73,750 £81,500 £65,000
Median % change year-on-year -9.51% +25.38% +13.04%
75th Percentile £84,375 £87,500 £78,438
90th Percentile £120,000 " £86,625
Central London median annual salary £65,000 £81,500 £65,000
% change year-on-year -20.25% +25.38% +13.04%

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 the City of London with a requirement for coding skills.

All Programming Languages
City of London
Permanent vacancies with a requirement for coding skills 3,628 2,466 5,800
As % of all permanent IT jobs advertised in the City of London 59.63% 61.90% 58.34%
Number of salaries quoted 3,242 2,237 5,106
10th Percentile £46,250 £46,250 £42,500
25th Percentile £57,500 £56,250 £52,500
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - +7.69%
75th Percentile £95,000 £87,500 £85,000
90th Percentile £110,000 £106,250 £100,000
Central London median annual salary £73,000 £70,000 £70,000
% change year-on-year +4.29% - +7.69%

Data Analysis Expressions (DAX)
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Analysis Expressions (DAX) in the City of London

Data Analysis Expressions (DAX)
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Data Analysis Expressions (DAX) in the City of London.

Salary trend for Data Analysis Expressions (DAX) in the City of London

Data Analysis Expressions (DAX)
Salary Histogram in the City of London

Salary distribution for jobs citing Data Analysis Expressions (DAX) in the City of London over the 6 months to 28 November 2021.

Salary histogram for Data Analysis Expressions (DAX) in the City of London

For the 6 months to 28 November 2021, 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 City of London region with a requirement for Data Analysis Expressions (DAX).

1 25 (100.00%) SQL
1 25 (100.00%) Business Intelligence
2 21 (84.00%) Power BI
2 21 (84.00%) Power Platform
3 20 (80.00%) Data Warehouse
4 16 (64.00%) Microsoft
5 14 (56.00%) ETL
6 12 (48.00%) Azure
6 12 (48.00%) Analytics
7 10 (40.00%) T-SQL
7 10 (40.00%) SQL Server Reporting Services
7 10 (40.00%) MDX
7 10 (40.00%) Analytical Skills
7 10 (40.00%) Databricks
7 10 (40.00%) Azure Data Factory
8 9 (36.00%) SQL Server Integration Services
9 8 (32.00%) Visualisation
9 8 (32.00%) Data Lake
9 8 (32.00%) Data Engineering
10 7 (28.00%) SQL Server
11 6 (24.00%) Degree
11 6 (24.00%) SQL Server Analysis Services
11 6 (24.00%) Visual Studio
11 6 (24.00%) Finance
11 6 (24.00%) Data Visualisation
11 6 (24.00%) Problem-Solving
12 5 (20.00%) Analytical Mindset
12 5 (20.00%) Azure Synapse Analytics
12 5 (20.00%) Social Skills
12 5 (20.00%) Advertising

Data Analysis Expressions (DAX)
Co-occurring IT Skills in the City of London 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 1 (4.00%) Apache Spark
Applications
1 4 (16.00%) Microsoft Excel
2 1 (4.00%) Microsoft Office
Cloud Services
1 21 (84.00%) Power Platform
2 12 (48.00%) Azure
3 10 (40.00%) Azure Data Factory
4 5 (20.00%) Azure Synapse Analytics
5 4 (16.00%) SaaS
6 1 (4.00%) Azure Data Lake Analytics
6 1 (4.00%) Azure Stack
Database & Business Intelligence
1 21 (84.00%) Power BI
2 20 (80.00%) Data Warehouse
3 10 (40.00%) SQL Server Reporting Services
4 9 (36.00%) SQL Server Integration Services
5 8 (32.00%) Data Lake
6 7 (28.00%) SQL Server
7 6 (24.00%) SQL Server Analysis Services
8 5 (20.00%) Azure SQL Database
9 3 (12.00%) Biml
9 3 (12.00%) Metadata
9 3 (12.00%) SQL Server 2017
10 2 (8.00%) Microsoft Analysis Services
11 1 (4.00%) Business Intelligence Development Studio
11 1 (4.00%) NoSQL
11 1 (4.00%) Power Query
11 1 (4.00%) Relational Database
11 1 (4.00%) Tableau
Development Applications
1 6 (24.00%) Visual Studio
General
1 10 (40.00%) Analytical Skills
2 6 (24.00%) Finance
3 5 (20.00%) Advertising
3 5 (20.00%) French Language
3 5 (20.00%) Social Skills
4 1 (4.00%) Documentation Skills
Job Titles
1 11 (44.00%) Developer
2 10 (40.00%) Business Intelligence Developer
3 8 (32.00%) Analyst
4 7 (28.00%) Business Intelligence Analyst
5 4 (16.00%) Architect
5 4 (16.00%) Azure Architect
5 4 (16.00%) Data Architect
5 4 (16.00%) Senior Analyst
6 3 (12.00%) Analyst Developer
6 3 (12.00%) Senior Analyst Developer
6 3 (12.00%) Senior Business Intelligence Analyst
6 3 (12.00%) Senior Business Intelligence Developer
6 3 (12.00%) Senior Developer
7 2 (8.00%) Azure Engineer
7 2 (8.00%) Consultant
7 2 (8.00%) Data Engineer
7 2 (8.00%) Senior Consultant
8 1 (4.00%) Analytics Developer
8 1 (4.00%) Power BI Developer
8 1 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 10 (40.00%) MDX
2 4 (16.00%) PySpark
3 3 (12.00%) .NET
4 1 (4.00%) RESTful
Miscellaneous
1 5 (20.00%) Analytical Mindset
2 3 (12.00%) User Experience
3 2 (8.00%) Management Information System
Processes & Methodologies
1 25 (100.00%) Business Intelligence
2 14 (56.00%) ETL
3 12 (48.00%) Analytics
4 8 (32.00%) Data Engineering
4 8 (32.00%) Visualisation
5 6 (24.00%) Data Visualisation
5 6 (24.00%) Problem-Solving
6 5 (20.00%) Agile Software Development
6 5 (20.00%) Data Architecture
7 4 (16.00%) B2B
7 4 (16.00%) Critical Success Factor
7 4 (16.00%) Data Analytics
7 4 (16.00%) Data Strategy
7 4 (16.00%) DevOps
7 4 (16.00%) Innovative Thinking
7 4 (16.00%) Kimball Methodology
7 4 (16.00%) Release Management
8 3 (12.00%) Data Modelling
8 3 (12.00%) Data Science
9 2 (8.00%) Stakeholder Management
Programming Languages
1 25 (100.00%) SQL
2 10 (40.00%) T-SQL
3 4 (16.00%) PowerShell
4 3 (12.00%) Python
5 1 (4.00%) R
5 1 (4.00%) U-SQL
Qualifications
1 6 (24.00%) Degree
2 2 (8.00%) Microsoft Certification
3 1 (4.00%) Computer Science Degree
3 1 (4.00%) Master's Degree
Vendors
1 16 (64.00%) Microsoft
2 10 (40.00%) Databricks
3 1 (4.00%) Oracle