Period
to 27 November 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 27 November 2021 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
England > Yorkshire
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 244 170 263
Rank change year-on-year -74 +93 +20
Permanent jobs citing Data Analysis Expressions (DAX) 25 5 2
As % of all permanent jobs advertised in Yorkshire 0.36% 0.16% 0.030%
As % of the Programming Languages category 0.76% 0.28% 0.062%
Number of salaries quoted 22 5 2
10th Percentile " " £33,625
25th Percentile £37,500 £41,250 £37,188
Median annual salary (50th Percentile) £45,000 £52,500 £46,250
Median % change year-on-year -14.29% +13.51% -26.00%
75th Percentile £47,500 £56,250 £57,188
90th Percentile £53,625 £57,000 £61,875
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 Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 3,304 1,775 3,239
As % of all permanent IT jobs advertised in Yorkshire 48.16% 55.73% 48.38%
Number of salaries quoted 2,658 1,568 2,721
10th Percentile £32,500 £32,000 £27,477
25th Percentile £38,750 £37,500 £33,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £65,000 £57,500 £55,000
90th Percentile £75,000 £65,000 £64,750
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% -

Data Analysis Expressions (DAX)
Job Vacancy Trend in Yorkshire

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

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

Data Analysis Expressions (DAX)
Salary Trend in Yorkshire

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

Salary trend for Data Analysis Expressions (DAX) in Yorkshire

Data Analysis Expressions (DAX)
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Analysis Expressions (DAX) in Yorkshire over the 6 months to 27 November 2021.

Salary histogram for Data Analysis Expressions (DAX) in Yorkshire

Data Analysis Expressions (DAX)
Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 27 November 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
West Yorkshire - 19 £42,500 - 2
South Yorkshire -38 4 £45,000 -14.29%
North Yorkshire -9 2 £46,250 +8.82% 1
Data Analysis Expressions (DAX)
England

For the 6 months to 27 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 Yorkshire region with a requirement for Data Analysis Expressions (DAX).

1 25 (100.00%) Business Intelligence
1 25 (100.00%) Power BI
1 25 (100.00%) Power Platform
2 24 (96.00%) SQL Server
2 24 (96.00%) SQL Server Reporting Services
3 23 (92.00%) SQL
4 20 (80.00%) Agile Software Development
4 20 (80.00%) SQL Server Integration Services
5 18 (72.00%) Data Warehouse
6 16 (64.00%) SQL Server Analysis Services
7 15 (60.00%) Microsoft
7 15 (60.00%) ETL
8 13 (52.00%) Visualisation
9 12 (48.00%) Problem-Solving
10 11 (44.00%) Social Skills
11 10 (40.00%) Data Architecture
12 9 (36.00%) Azure
12 9 (36.00%) Data Modelling
12 9 (36.00%) Visual Studio
12 9 (36.00%) Decision-Making
13 8 (32.00%) VSS/SourceSafe
13 8 (32.00%) Oracle Reports
13 8 (32.00%) OLAP
13 8 (32.00%) Oracle
13 8 (32.00%) Data Management
13 8 (32.00%) PostgreSQL
13 8 (32.00%) Data Protection
13 8 (32.00%) Data Extraction
13 8 (32.00%) Git (software)
13 8 (32.00%) MDX

Data Analysis Expressions (DAX)
Co-occurring IT Skills in Yorkshire 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:

Applications
1 7 (28.00%) Microsoft Office
Cloud Services
1 25 (100.00%) Power Platform
2 9 (36.00%) Azure
3 7 (28.00%) PowerApps
4 6 (24.00%) Azure Data Factory
5 5 (20.00%) SaaS
6 2 (8.00%) Azure Synapse Analytics
6 2 (8.00%) PaaS
Database & Business Intelligence
1 25 (100.00%) Power BI
2 24 (96.00%) SQL Server
2 24 (96.00%) SQL Server Reporting Services
3 20 (80.00%) SQL Server Integration Services
4 18 (72.00%) Data Warehouse
5 16 (64.00%) SQL Server Analysis Services
6 8 (32.00%) OLAP
6 8 (32.00%) Oracle OLAP
6 8 (32.00%) Oracle Reports
6 8 (32.00%) PostgreSQL
6 8 (32.00%) SQL Server 2016
6 8 (32.00%) SSDT
7 6 (24.00%) Power Query
8 4 (16.00%) Azure SQL Database
8 4 (16.00%) Enterprise Data Warehouse
9 2 (8.00%) Star Schema
10 1 (4.00%) Azure SQL Data Warehouse
10 1 (4.00%) PolyBase
Development Applications
1 9 (36.00%) Visual Studio
2 8 (32.00%) Git (software)
2 8 (32.00%) VSS/SourceSafe
General
1 11 (44.00%) Social Skills
2 1 (4.00%) Analytical Skills
2 1 (4.00%) Public Sector
2 1 (4.00%) Publishing
Job Titles
1 23 (92.00%) Developer
2 15 (60.00%) Business Intelligence Developer
3 8 (32.00%) Power BI Developer
3 8 (32.00%) Senior Developer
4 2 (8.00%) Azure Developer
4 2 (8.00%) Business Developer
4 2 (8.00%) Business Intelligence Lead
5 1 (4.00%) Report Developer
5 1 (4.00%) SQL BI Developer
5 1 (4.00%) SQL Developer
5 1 (4.00%) SSAS Developer
5 1 (4.00%) SSIS Developer
5 1 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 8 (32.00%) MDX
Miscellaneous
1 8 (32.00%) Data Protection Act
2 2 (8.00%) User Experience
Processes & Methodologies
1 25 (100.00%) Business Intelligence
2 20 (80.00%) Agile Software Development
3 15 (60.00%) ETL
4 13 (52.00%) Visualisation
5 12 (48.00%) Problem-Solving
6 10 (40.00%) Data Architecture
7 9 (36.00%) Data Modelling
7 9 (36.00%) Decision-Making
8 8 (32.00%) Analytics
8 8 (32.00%) Data Extraction
8 8 (32.00%) Data Management
8 8 (32.00%) Data Protection
9 7 (28.00%) Dashboard Development
10 6 (24.00%) Data Transformation
11 4 (16.00%) DevOps
12 3 (12.00%) Cybersecurity
12 3 (12.00%) Software Licensing
13 2 (8.00%) Data Analytics
13 2 (8.00%) Migration
14 1 (4.00%) Prototyping
Programming Languages
1 23 (92.00%) SQL
2 8 (32.00%) R
3 6 (24.00%) T-SQL
Qualifications
1 7 (28.00%) Degree
Quality Assurance & Compliance
1 8 (32.00%) GDPR
System Software
1 3 (12.00%) VMware Infrastructure
Vendors
1 15 (60.00%) Microsoft
2 8 (32.00%) Oracle
3 3 (12.00%) Citrix
3 3 (12.00%) VMware