Period
to 26 October 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 26 October 2021 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
England > London
6 months to
26 Oct 2021
Same period 2020 Same period 2019
Rank 615 429 444
Rank change year-on-year -186 +15 +194
Permanent jobs citing Data Analysis Expressions (DAX) 105 42 319
As % of all permanent jobs advertised in London 0.21% 0.21% 0.59%
As % of the Programming Languages category 0.34% 0.35% 1.05%
Number of salaries quoted 94 39 277
10th Percentile £41,625 £59,900 £45,000
25th Percentile £50,000 £62,500 £51,250
Median annual salary (50th Percentile) £61,250 £72,500 £65,000
Median % change year-on-year -15.52% +11.54% +10.64%
75th Percentile £80,000 £87,500 £76,250
90th Percentile £92,375 " £86,250
England median annual salary £45,000 £59,250 £60,000
% change year-on-year -24.05% -1.25% +4.35%

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 London with a requirement for coding skills.

All Programming Languages
London
Permanent vacancies with a requirement for coding skills 30,807 12,142 30,506
As % of all permanent IT jobs advertised in London 60.62% 61.19% 56.15%
Number of salaries quoted 19,160 10,490 25,669
10th Percentile £45,000 £45,000 £38,750
25th Percentile £55,000 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £91,250 £87,500 £85,000
90th Percentile £110,000 £110,000 £100,000
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% +5.00%

Data Analysis Expressions (DAX)
Job Vacancy Trend in London

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

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

Data Analysis Expressions (DAX)
Salary Trend in London

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

Salary trend for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Salary Histogram in London

Salary distribution for jobs citing Data Analysis Expressions (DAX) in London over the 6 months to 26 October 2021.

Salary histogram for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Job Locations in London

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 London region over the 6 months to 26 October 2021. 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
Job
Vacancies
Central London -52 28 £67,500 -6.90% 5
South London - 3 £37,500 - 2
West London - 1 £40,000 - 1
Data Analysis Expressions (DAX)
England

For the 6 months to 26 October 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 London region with a requirement for Data Analysis Expressions (DAX).

1 101 (96.19%) SQL
2 100 (95.24%) Business Intelligence
3 90 (85.71%) Power BI
3 90 (85.71%) Power Platform
4 69 (65.71%) Azure
4 69 (65.71%) Data Warehouse
4 69 (65.71%) Microsoft
5 60 (57.14%) Analytics
6 59 (56.19%) ETL
7 57 (54.29%) SQL Server Reporting Services
8 55 (52.38%) SQL Server Analysis Services
8 55 (52.38%) SQL Server
9 42 (40.00%) SQL Server Integration Services
10 39 (37.14%) MDX
11 37 (35.24%) T-SQL
12 36 (34.29%) Azure Data Factory
12 36 (34.29%) Data Lake
13 35 (33.33%) Data Engineering
13 35 (33.33%) Python
14 32 (30.48%) Databricks
15 31 (29.52%) Azure SQL Database
16 30 (28.57%) Visualisation
17 27 (25.71%) DevOps
17 27 (25.71%) Problem-Solving
18 26 (24.76%) Data Visualisation
19 25 (23.81%) Microsoft Excel
19 25 (23.81%) Data Modelling
19 25 (23.81%) C#
19 25 (23.81%) Finance
20 24 (22.86%) Analytical Skills

Data Analysis Expressions (DAX)
Co-occurring IT Skills in 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 4 (3.81%) SharePoint
2 1 (0.95%) Apache Spark
2 1 (0.95%) NServiceBus
Applications
1 25 (23.81%) Microsoft Excel
2 2 (1.90%) Microsoft Office
Business Applications
1 2 (1.90%) Loan IQ
Cloud Services
1 90 (85.71%) Power Platform
2 69 (65.71%) Azure
3 36 (34.29%) Azure Data Factory
4 24 (22.86%) Azure Synapse Analytics
5 14 (13.33%) PaaS
6 11 (10.48%) AWS
7 9 (8.57%) Snowflake
8 8 (7.62%) Azure Cosmos DB
8 8 (7.62%) Azure Data Lake Analytics
8 8 (7.62%) GCP
9 4 (3.81%) Azure Storage
9 4 (3.81%) Google Analytics
9 4 (3.81%) Power Automate
9 4 (3.81%) PowerApps
10 3 (2.86%) SaaS
11 2 (1.90%) Adobe Analytics
11 2 (1.90%) IaaS
12 1 (0.95%) Azure Machine Learning
12 1 (0.95%) Google Data Studio
12 1 (0.95%) Google Tag Manager
Database & Business Intelligence
1 90 (85.71%) Power BI
2 69 (65.71%) Data Warehouse
3 57 (54.29%) SQL Server Reporting Services
4 55 (52.38%) SQL Server
4 55 (52.38%) SQL Server Analysis Services
5 42 (40.00%) SQL Server Integration Services
6 36 (34.29%) Data Lake
7 31 (29.52%) Azure SQL Database
8 19 (18.10%) Microsoft Analysis Services
9 14 (13.33%) Azure SQL Data Warehouse
10 10 (9.52%) OLAP
11 9 (8.57%) Relational Database
12 8 (7.62%) PolyBase
12 8 (7.62%) Power Query
13 7 (6.67%) Amazon Redshift
13 7 (6.67%) BigQuery
13 7 (6.67%) RDBMS
14 5 (4.76%) OLAP Cube
14 5 (4.76%) SQL Server 2017
14 5 (4.76%) Tableau
Development Applications
1 15 (14.29%) Visual Studio
2 9 (8.57%) Jenkins
2 9 (8.57%) Octopus Deploy
3 5 (4.76%) Git (software)
4 4 (3.81%) VSS/SourceSafe
5 3 (2.86%) SQL Server Management Studio (SSMS)
6 1 (0.95%) Bitbucket
6 1 (0.95%) git-flow
6 1 (0.95%) PyCharm
6 1 (0.95%) TeamCity
6 1 (0.95%) Travis CI
General
1 25 (23.81%) Finance
2 24 (22.86%) Analytical Skills
3 11 (10.48%) Advertising
3 11 (10.48%) French Language
4 3 (2.86%) Social Skills
5 2 (1.90%) German Language
5 2 (1.90%) Organisational Skills
5 2 (1.90%) Publishing
6 1 (0.95%) Influencing Skills
6 1 (0.95%) Law
6 1 (0.95%) Marketing
6 1 (0.95%) Retail
Job Titles
1 45 (42.86%) Developer
2 39 (37.14%) Business Intelligence Developer
3 31 (29.52%) Data Engineer
4 18 (17.14%) Analyst
5 15 (14.29%) Power BI Developer
6 10 (9.52%) Azure Engineer
6 10 (9.52%) Business Intelligence Analyst
6 10 (9.52%) ETL Developer
6 10 (9.52%) SQL BI Developer
6 10 (9.52%) SQL Developer
7 9 (8.57%) Senior Data Engineer
8 7 (6.67%) Senior Analyst
8 7 (6.67%) Senior Developer
9 5 (4.76%) Architect
9 5 (4.76%) Azure Developer
9 5 (4.76%) Data Analyst
9 5 (4.76%) T-SQL Developer
10 4 (3.81%) Applications Developer
10 4 (3.81%) Azure Architect
10 4 (3.81%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 39 (37.14%) MDX
2 9 (8.57%) .NET
3 8 (7.62%) PySpark
4 4 (3.81%) Web Services
5 3 (2.86%) JSON
5 3 (2.86%) XML
6 2 (1.90%) REST
7 1 (0.95%) .NET Framework
7 1 (0.95%) AngularJS
7 1 (0.95%) LINQ
7 1 (0.95%) Microsoft Graph
7 1 (0.95%) RabbitMQ
7 1 (0.95%) RESTful
7 1 (0.95%) scikit-learn
7 1 (0.95%) SOAP
7 1 (0.95%) TensorFlow
7 1 (0.95%) WCF
7 1 (0.95%) WPF
Miscellaneous
1 9 (8.57%) Analytical Mindset
1 9 (8.57%) Management Information System
2 4 (3.81%) Data Protection Act
3 3 (2.86%) User Experience
4 2 (1.90%) Hybrid Cloud
5 1 (0.95%) Data Structures
Processes & Methodologies
1 100 (95.24%) Business Intelligence
2 60 (57.14%) Analytics
3 59 (56.19%) ETL
4 35 (33.33%) Data Engineering
5 30 (28.57%) Visualisation
6 27 (25.71%) DevOps
6 27 (25.71%) Problem-Solving
7 26 (24.76%) Data Visualisation
8 25 (23.81%) Data Modelling
9 21 (20.00%) Agile Software Development
10 20 (19.05%) Data Management
10 20 (19.05%) Kimball Methodology
11 14 (13.33%) Data Analytics
11 14 (13.33%) Performance Tuning
12 12 (11.43%) Release Management
12 12 (11.43%) User Acceptance Testing
13 11 (10.48%) Analytical Modelling
13 11 (10.48%) Data Science
13 11 (10.48%) Dimensional Modelling
14 10 (9.52%) Dashboard Development
Programming Languages
1 101 (96.19%) SQL
2 37 (35.24%) T-SQL
3 35 (33.33%) Python
4 25 (23.81%) C#
5 13 (12.38%) R
6 12 (11.43%) PowerShell
7 8 (7.62%) U-SQL
8 4 (3.81%) VB.NET
9 3 (2.86%) Java
10 2 (1.90%) JavaScript
11 1 (0.95%) VBA
Qualifications
1 9 (8.57%) Microsoft Certification
2 6 (5.71%) Degree
3 1 (0.95%) AAT
3 1 (0.95%) Computer Science Degree
3 1 (0.95%) Master's Degree
Quality Assurance & Compliance
1 8 (7.62%) Data Quality
2 4 (3.81%) GDPR
3 1 (0.95%) GxP
Systems Management
1 2 (1.90%) Terraform
Vendors
1 69 (65.71%) Microsoft
2 32 (30.48%) Databricks
3 5 (4.76%) Google
4 4 (3.81%) Oracle
4 4 (3.81%) Remedy
5 3 (2.86%) Cognos
6 2 (1.90%) Adobe
6 2 (1.90%) Alteryx
6 2 (1.90%) Salesforce.com
7 1 (0.95%) IBM
7 1 (0.95%) Pardot
7 1 (0.95%) SAP