Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 8 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 8 December 2021 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
England > Midlands
6 months to
8 Dec 2021		 Same period 2020 Same period 2019
Rank 269 220 303
Rank change year-on-year -49 +83 +46
Permanent jobs citing Data Analysis Expressions (DAX) 58 10 38
As % of all permanent jobs advertised in the Midlands 0.54% 0.21% 0.34%
As % of the Programming Languages category 1.21% 0.39% 0.73%
Number of salaries quoted 50 8 36
10th Percentile £33,600 £29,750 £31,250
25th Percentile £38,000 £31,250 £43,625
Median annual salary (50th Percentile) £42,500 £43,500 £52,750
Median % change year-on-year -2.30% -17.54% +21.26%
75th Percentile £47,500 £48,438 £65,938
90th Percentile £48,750 £53,425 £112,500
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 Midlands with a requirement for coding skills.

All Programming Languages
Midlands
Permanent vacancies with a requirement for coding skills 4,782 2,565 5,195
As % of all permanent IT jobs advertised in the Midlands 44.76% 53.38% 46.62%
Number of salaries quoted 3,705 2,163 4,578
10th Percentile £31,250 £30,000 £26,750
25th Percentile £37,500 £35,750 £32,500
Median annual salary (50th Percentile) £50,000 £46,250 £42,500
Median % change year-on-year +8.11% +8.82% -
75th Percentile £62,500 £57,500 £53,750
90th Percentile £77,500 £67,500 £63,750
England median annual salary £60,000 £57,500 £53,321
% change year-on-year +4.35% +7.84% +1.56%

Data Analysis Expressions (DAX)
Job Vacancy Trend in the Midlands

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

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

Data Analysis Expressions (DAX)
Salary Trend in the Midlands

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

Salary trend for Data Analysis Expressions (DAX) in the Midlands

Data Analysis Expressions (DAX)
Salary Histogram in the Midlands

Salary distribution for jobs citing Data Analysis Expressions (DAX) in the Midlands over the 6 months to 8 December 2021.

Salary histogram for Data Analysis Expressions (DAX) in the Midlands

Data Analysis Expressions (DAX)
Job Locations in the Midlands

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 Midlands region over the 6 months to 8 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
West Midlands -47 51 £42,500 -19.43% 12
East Midlands -62 7 £36,500 -3.95%
Data Analysis Expressions (DAX)
England

For the 6 months to 8 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 Midlands region with a requirement for Data Analysis Expressions (DAX).

1 55 (94.83%) Business Intelligence
2 54 (93.10%) Power BI
2 54 (93.10%) Power Platform
3 42 (72.41%) Analytics
4 41 (70.69%) SQL Server Reporting Services
5 39 (67.24%) Azure
6 38 (65.52%) Microsoft
7 37 (63.79%) SQL
8 35 (60.34%) SQL Server Analysis Services
9 33 (56.90%) SQL Server
10 31 (53.45%) SQL Server Integration Services
10 31 (53.45%) MDX
11 30 (51.72%) Data Modelling
12 27 (46.55%) ETL
13 26 (44.83%) Microsoft Excel
13 26 (44.83%) Data Lake
14 25 (43.10%) Python
15 24 (41.38%) Data Warehouse
16 21 (36.21%) Databricks
17 19 (32.76%) PowerShell
17 19 (32.76%) Machine Learning
17 19 (32.76%) Kimball Methodology
17 19 (32.76%) Data Engineering
17 19 (32.76%) Azure Cosmos DB
18 18 (31.03%) Star Schema
19 16 (27.59%) Actionable Insight
19 16 (27.59%) Problem-Solving
20 15 (25.86%) T-SQL
20 15 (25.86%) Information Management
21 14 (24.14%) Agile Software Development

Data Analysis Expressions (DAX)
Co-occurring IT Skills in the Midlands 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 26 (44.83%) Microsoft Excel
2 5 (8.62%) Spreadsheet
Cloud Services
1 54 (93.10%) Power Platform
2 39 (67.24%) Azure
3 19 (32.76%) Azure Cosmos DB
4 14 (24.14%) Azure Data Factory
5 5 (8.62%) Azure Synapse Analytics
6 3 (5.17%) SaaS
7 1 (1.72%) AWS
7 1 (1.72%) Azure Functions
7 1 (1.72%) Dynamics 365
7 1 (1.72%) IaaS
7 1 (1.72%) PaaS
7 1 (1.72%) Serverless
7 1 (1.72%) Trello
Database & Business Intelligence
1 54 (93.10%) Power BI
2 41 (70.69%) SQL Server Reporting Services
3 35 (60.34%) SQL Server Analysis Services
4 33 (56.90%) SQL Server
5 31 (53.45%) SQL Server Integration Services
6 26 (44.83%) Data Lake
7 24 (41.38%) Data Warehouse
8 18 (31.03%) Star Schema
9 11 (18.97%) Power Query
10 6 (10.34%) Azure SQL Data Warehouse
10 6 (10.34%) Azure SQL Database
10 6 (10.34%) Relational Database
11 5 (8.62%) SQL Server 2016
12 4 (6.90%) OLAP
12 4 (6.90%) Oracle OLAP
12 4 (6.90%) Oracle Reports
12 4 (6.90%) PostgreSQL
12 4 (6.90%) SSDT
13 3 (5.17%) Enterprise Data Warehouse
13 3 (5.17%) NoSQL
Development Applications
1 5 (8.62%) Visual Studio
2 4 (6.90%) Git (software)
2 4 (6.90%) VSS/SourceSafe
3 1 (1.72%) Axure RP
3 1 (1.72%) JIRA
3 1 (1.72%) SQL Server Management Studio (SSMS)
General
1 10 (17.24%) Analytical Skills
2 9 (15.52%) Finance
3 8 (13.79%) Social Skills
4 6 (10.34%) Publishing
5 5 (8.62%) Legal
6 1 (1.72%) Advertising
6 1 (1.72%) French Language
6 1 (1.72%) Law
Job Titles
1 20 (34.48%) Developer
2 19 (32.76%) Data Engineer
3 16 (27.59%) Consultant
4 15 (25.86%) Analyst
4 15 (25.86%) Business Intelligence Developer
5 13 (22.41%) Data Consultant
6 9 (15.52%) Trainee
7 7 (12.07%) Trainee Developer
8 6 (10.34%) Business Intelligence Analyst
8 6 (10.34%) Data Analyst
8 6 (10.34%) Python Engineer
9 5 (8.62%) Analytics Consultant
9 5 (8.62%) Power BI Analyst
10 4 (6.90%) Senior Developer
11 3 (5.17%) Business Intelligence Consultant
11 3 (5.17%) Data Analytics Consultant
11 3 (5.17%) Power BI Consultant
11 3 (5.17%) Project Manager
11 3 (5.17%) SQL Analyst
11 3 (5.17%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 31 (53.45%) MDX
2 1 (1.72%) .NET
2 1 (1.72%) Apache Avro
2 1 (1.72%) JSON
2 1 (1.72%) XML
Miscellaneous
1 5 (8.62%) Data Protection Act
2 1 (1.72%) Analytical Mindset
2 1 (1.72%) Hybrid Cloud
Processes & Methodologies
1 55 (94.83%) Business Intelligence
2 42 (72.41%) Analytics
3 30 (51.72%) Data Modelling
4 27 (46.55%) ETL
5 19 (32.76%) Data Engineering
5 19 (32.76%) Kimball Methodology
5 19 (32.76%) Machine Learning
6 16 (27.59%) Actionable Insight
6 16 (27.59%) Problem-Solving
7 15 (25.86%) Information Management
8 14 (24.14%) Agile Software Development
9 12 (20.69%) Visualisation
10 11 (18.97%) Data Analysis
11 8 (13.79%) Data Analytics
11 8 (13.79%) DevOps
12 6 (10.34%) Data Visualisation
13 5 (8.62%) Change Data Capture
13 5 (8.62%) Data Architecture
13 5 (8.62%) Data Management
13 5 (8.62%) Data Protection
Programming Languages
1 37 (63.79%) SQL
2 25 (43.10%) Python
3 19 (32.76%) PowerShell
4 15 (25.86%) T-SQL
5 5 (8.62%) VBA
6 4 (6.90%) R
7 1 (1.72%) C#
Qualifications
1 1 (1.72%) Degree
1 1 (1.72%) SC Cleared
1 1 (1.72%) Security Cleared
Quality Assurance & Compliance
1 4 (6.90%) GDPR
2 2 (3.45%) Data Quality
3 1 (1.72%) QA
System Software
1 3 (5.17%) VMware Infrastructure
Vendors
1 38 (65.52%) Microsoft
2 21 (36.21%) Databricks
3 5 (8.62%) Oracle
4 3 (5.17%) Citrix
4 3 (5.17%) VMware
5 1 (1.72%) Cognos
5 1 (1.72%) JD Edwards