Period
to 2 December 2021

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

Data Analysis Expressions (DAX)
England > South East
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 442 294 463
Rank change year-on-year -148 +169 +43
Permanent jobs citing Data Analysis Expressions (DAX) 21 9 42
As % of all permanent jobs advertised in the South East 0.11% 0.10% 0.17%
As % of the Programming Languages category 0.22% 0.17% 0.31%
Number of salaries quoted 14 6 40
10th Percentile £42,500 £35,375 £37,125
25th Percentile £42,813 £42,000 £42,500
Median annual salary (50th Percentile) £57,500 £55,000 £50,000
Median % change year-on-year +4.55% +10.00% -16.67%
75th Percentile £74,688 £57,500 £54,063
90th Percentile £87,500 £59,375 £63,625
England median annual salary £45,000 £57,500 £60,000
% change year-on-year -21.74% -4.17% +9.09%

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 South East with a requirement for coding skills.

All Programming Languages
South East
Permanent vacancies with a requirement for coding skills 9,496 5,296 13,363
As % of all permanent IT jobs advertised in the South East 51.63% 59.11% 54.22%
Number of salaries quoted 6,915 4,624 11,647
10th Percentile £33,000 £32,500 £29,000
25th Percentile £41,250 £41,250 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £47,500
Median % change year-on-year +4.76% +10.53% -
75th Percentile £67,500 £65,000 £61,250
90th Percentile £78,750 £73,750 £71,250
England median annual salary £60,000 £57,500 £53,000
% change year-on-year +4.35% +8.49% +0.95%

Data Analysis Expressions (DAX)
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Analysis Expressions (DAX) in the South East

Data Analysis Expressions (DAX)
Salary Trend in the South East

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

Salary trend for Data Analysis Expressions (DAX) in the South East

Data Analysis Expressions (DAX)
Salary Histogram in the South East

Salary distribution for jobs citing Data Analysis Expressions (DAX) in the South East over the 6 months to 2 December 2021.

Salary histogram for Data Analysis Expressions (DAX) in the South East

Data Analysis Expressions (DAX)
Job Locations in the South East

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 South East region over the 6 months to 2 December 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
Thames Valley -91 9 £45,000 -18.18% 7
Buckinghamshire - 8 £42,500 - 2
Surrey -61 7 £62,500 -
Kent -41 2 £48,750 +18.90% 2
Hampshire -109 2 £66,250 +92.03% 1
Oxfordshire -33 1 £45,000 -18.18% 1
West Sussex - 1 - -
Data Analysis Expressions (DAX)
England

For the 6 months to 2 December 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 South East region with a requirement for Data Analysis Expressions (DAX).

1 21 (100.00%) Business Intelligence
1 21 (100.00%) Power BI
1 21 (100.00%) Power Platform
2 20 (95.24%) SQL
3 19 (90.48%) SQL Server
3 19 (90.48%) SQL Server Reporting Services
4 18 (85.71%) Data Warehouse
5 17 (80.95%) Microsoft
6 16 (76.19%) T-SQL
6 16 (76.19%) SQL Server Analysis Services
7 14 (66.67%) ETL
7 14 (66.67%) Analytics
8 13 (61.90%) Agile Software Development
9 12 (57.14%) SQL Server Integration Services
9 12 (57.14%) Azure
9 12 (57.14%) Enterprise Data Warehouse
10 10 (47.62%) Visualisation
11 9 (42.86%) Azure SQL Database
11 9 (42.86%) Azure Data Factory
11 9 (42.86%) Social Skills
12 8 (38.10%) Power Query
12 8 (38.10%) Data Transformation
12 8 (38.10%) Data Modelling
12 8 (38.10%) Python
13 7 (33.33%) Team Foundation Server
13 7 (33.33%) SaaS
13 7 (33.33%) DevOps
14 6 (28.57%) SQL Server Management Studio (SSMS)
14 6 (28.57%) Software Licensing
14 6 (28.57%) Cybersecurity

Data Analysis Expressions (DAX)
Co-occurring IT Skills in the South East 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 6 (28.57%) SharePoint
2 1 (4.76%) SAS
Applications
1 3 (14.29%) Microsoft Excel
2 1 (4.76%) Microsoft PowerPoint
2 1 (4.76%) MS Visio
Cloud Services
1 21 (100.00%) Power Platform
2 12 (57.14%) Azure
3 9 (42.86%) Azure Data Factory
4 7 (33.33%) SaaS
5 6 (28.57%) PaaS
5 6 (28.57%) Snowflake
6 5 (23.81%) AWS
6 5 (23.81%) IaaS
7 4 (19.05%) GCP
8 2 (9.52%) Azure Synapse Analytics
9 1 (4.76%) Azure Cosmos DB
9 1 (4.76%) GitHub
Database & Business Intelligence
1 21 (100.00%) Power BI
2 19 (90.48%) SQL Server
2 19 (90.48%) SQL Server Reporting Services
3 18 (85.71%) Data Warehouse
4 16 (76.19%) SQL Server Analysis Services
5 12 (57.14%) Enterprise Data Warehouse
5 12 (57.14%) SQL Server Integration Services
6 9 (42.86%) Azure SQL Database
7 8 (38.10%) Power Query
8 6 (28.57%) Biml
9 4 (19.05%) Amazon Redshift
9 4 (19.05%) BigQuery
10 2 (9.52%) Data Lake
10 2 (9.52%) Tableau
11 1 (4.76%) Azure SQL Data Warehouse
11 1 (4.76%) Base SAS
11 1 (4.76%) Qlik Sense
11 1 (4.76%) Relational Database
11 1 (4.76%) SAS Visual Analytics
11 1 (4.76%) Snowflake Schema
Development Applications
1 7 (33.33%) Team Foundation Server
2 6 (28.57%) ERwin
2 6 (28.57%) SQL Server Management Studio (SSMS)
2 6 (28.57%) TeamCity
3 4 (19.05%) tSQLt
4 1 (4.76%) Bitbucket
4 1 (4.76%) Visual Studio
General
1 9 (42.86%) Social Skills
2 2 (9.52%) Finance
3 1 (4.76%) Advertising
3 1 (4.76%) Analytical Skills
3 1 (4.76%) Banking
Job Titles
1 13 (61.90%) Developer
2 8 (38.10%) Business Intelligence Developer
3 6 (28.57%) Data Engineer
4 3 (14.29%) SQL Developer
5 2 (9.52%) Consultant
5 2 (9.52%) Data Consultant
5 2 (9.52%) SQL BI Developer
6 1 (4.76%) Analyst
6 1 (4.76%) Analyst Developer
6 1 (4.76%) Architect
6 1 (4.76%) Azure Architect
6 1 (4.76%) Azure Consultant
6 1 (4.76%) Business Intelligence Analyst
6 1 (4.76%) Business Intelligence Manager
6 1 (4.76%) Data Architect
6 1 (4.76%) Microsoft BI Developer
6 1 (4.76%) Power BI Developer
6 1 (4.76%) SQL Analyst
6 1 (4.76%) SQL Server BI Developer
6 1 (4.76%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (28.57%) .NET
2 1 (4.76%) MDX
Miscellaneous
1 1 (4.76%) Hybrid Cloud
1 1 (4.76%) Self-Motivation
1 1 (4.76%) Virtual Team
Processes & Methodologies
1 21 (100.00%) Business Intelligence
2 14 (66.67%) Analytics
2 14 (66.67%) ETL
3 13 (61.90%) Agile Software Development
4 10 (47.62%) Visualisation
5 8 (38.10%) Data Modelling
5 8 (38.10%) Data Transformation
6 7 (33.33%) DevOps
7 6 (28.57%) Artificial Intelligence
7 6 (28.57%) Cybersecurity
7 6 (28.57%) Dimensional Modelling
7 6 (28.57%) Machine Learning
7 6 (28.57%) Problem-Solving
7 6 (28.57%) Software Licensing
7 6 (28.57%) Stakeholder Management
7 6 (28.57%) Waterfall
8 4 (19.05%) DataOps
9 3 (14.29%) Performance Tuning
10 2 (9.52%) Data Analysis
10 2 (9.52%) Migration
Programming Languages
1 20 (95.24%) SQL
2 16 (76.19%) T-SQL
3 8 (38.10%) Python
4 6 (28.57%) R
4 6 (28.57%) VB.NET
4 6 (28.57%) VBA
5 1 (4.76%) PowerShell
5 1 (4.76%) SAS Macro
Qualifications
1 1 (4.76%) SC Cleared
1 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
System Software
1 6 (28.57%) VMware Infrastructure
Vendors
1 17 (80.95%) Microsoft
2 6 (28.57%) Citrix
2 6 (28.57%) Oracle
2 6 (28.57%) VMware
3 4 (19.05%) Google
4 1 (4.76%) Databricks