Period
to

The following table provides summary statistics for permanent job vacancies 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 22 May 2022 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK
6 months to
22 May 2022
Same period 2021 Same period 2020
Rank 999 723 663
Rank change year-on-year -276 -60 +134
Permanent jobs citing Data Analysis Expressions (DAX) 217 179 255
As % of all permanent jobs advertised in the UK 0.13% 0.19% 0.27%
As % of the Programming Languages category 0.24% 0.36% 0.50%
Number of salaries quoted 166 131 226
10th Percentile £36,250 £37,485 £34,375
25th Percentile £37,625 £38,750 £42,500
Median annual salary (50th Percentile) £47,500 £50,000 £60,000
Median % change year-on-year -5.00% -16.67% +9.09%
75th Percentile £60,938 £61,055 £75,000
90th Percentile £76,250 £80,000 £87,500
UK excluding London median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - -

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 with a requirement for coding skills.

All Programming Languages
UK
Permanent vacancies with a requirement for coding skills 89,629 50,379 51,136
As % of all permanent IT jobs advertised in the UK 54.86% 54.72% 54.97%
Number of salaries quoted 43,870 39,076 42,459
10th Percentile £36,953 £33,750 £32,500
25th Percentile £46,250 £42,500 £41,250
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - +4.76%
75th Percentile £82,500 £75,000 £72,500
90th Percentile £100,000 £90,125 £90,000
UK excluding London median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Data Analysis Expressions (DAX)
Job Vacancy Trend

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

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

Data Analysis Expressions (DAX)
Salary Trend

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

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

Data Analysis Expressions (DAX)
Salary Histogram

Salary distribution for jobs citing Data Analysis Expressions (DAX) over the 6 months to 22 May 2022.

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

Data Analysis Expressions (DAX)
Top 15 Job Locations

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 UK over the 6 months to 22 May 2022. 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
Jobs
England -255 193 £45,000 -10.00% 73
UK excluding London -127 124 £42,500 -5.56% 49
Work from Home -264 77 £51,125 +13.61% 24
London -287 70 £60,000 +4.35% 28
South West +2 39 £37,500 +9.49% 5
South East -80 35 £43,750 +10.20% 15
North of England -103 20 £46,250 +2.78% 16
Midlands -75 13 £46,250 -1.07% 7
East of England - 13 £50,000 - 2
West Midlands -58 12 £42,500 -19.05% 6
Yorkshire -69 9 £45,000 +12.50% 4
North West -76 7 £47,500 - 5
North East -12 4 £36,500 -16.09% 8
Scotland -56 4 £37,500 -30.23% 3
East Midlands -38 1 £55,000 +26.44% 1

For the 6 months to 22 May 2022, 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 with a requirement for Data Analysis Expressions (DAX).

1 214 (98.62%) Business Intelligence
2 205 (94.47%) Power BI
2 205 (94.47%) Power Platform
3 188 (86.64%) SQL
4 122 (56.22%) ETL
5 120 (55.30%) SQL Server Integration Services
6 119 (54.84%) Microsoft
7 110 (50.69%) Analytics
8 104 (47.93%) Data Modelling
9 98 (45.16%) SQL Server Reporting Services
10 95 (43.78%) Data Warehouse
11 93 (42.86%) Visualisation
12 78 (35.94%) Finance
13 75 (34.56%) Data Analysis
13 75 (34.56%) SQL Server Analysis Services
14 72 (33.18%) Agile
14 72 (33.18%) Azure
15 63 (29.03%) SQL Server
16 61 (28.11%) Data Visualisation
17 52 (23.96%) Power Query
18 49 (22.58%) T-SQL
19 48 (22.12%) Python
20 47 (21.66%) Analytical Skills
21 45 (20.74%) Data-Driven Decision Making
22 44 (20.28%) Azure Data Factory
23 43 (19.82%) Degree
23 43 (19.82%) Microsoft Excel
24 42 (19.35%) Social Skills
25 39 (17.97%) Dashboard Development
26 36 (16.59%) Data Analytics

Data Analysis Expressions (DAX)
Co-occurring IT Skills 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 5 (2.30%) SharePoint
2 1 (0.46%) Apache Airflow
2 1 (0.46%) SAS
Applications
1 43 (19.82%) Microsoft Excel
2 26 (11.98%) Microsoft Office
3 10 (4.61%) MS Visio
4 8 (3.69%) Microsoft PowerPoint
5 7 (3.23%) Spreadsheet
Business Applications
1 5 (2.30%) IBM Planning Analytics
2 4 (1.84%) Loan IQ
Cloud Services
1 205 (94.47%) Power Platform
2 72 (33.18%) Azure
3 44 (20.28%) Azure Data Factory
4 24 (11.06%) Azure Synapse Analytics
5 15 (6.91%) PowerApps
6 11 (5.07%) PaaS
7 8 (3.69%) Azure Data Lake Analytics
7 8 (3.69%) IaaS
7 8 (3.69%) Microsoft 365
8 7 (3.23%) SaaS
9 6 (2.76%) Google Analytics
9 6 (2.76%) Power Automate
10 5 (2.30%) GCP
11 3 (1.38%) Azure Cosmos DB
12 2 (0.92%) AWS
12 2 (0.92%) Azure Logic Apps
12 2 (0.92%) Azure Stack
12 2 (0.92%) Azure Storage
12 2 (0.92%) Matillion
13 1 (0.46%) Cloud Computing
Communications & Networking
1 4 (1.84%) Network Security
Database & Business Intelligence
1 205 (94.47%) Power BI
2 120 (55.30%) SQL Server Integration Services
3 98 (45.16%) SQL Server Reporting Services
4 95 (43.78%) Data Warehouse
5 75 (34.56%) SQL Server Analysis Services
6 63 (29.03%) SQL Server
7 52 (23.96%) Power Query
8 35 (16.13%) Data Lake
9 24 (11.06%) Azure SQL Database
10 22 (10.14%) Relational Database
11 21 (9.68%) OLAP
12 19 (8.76%) Tableau
13 18 (8.29%) Microsoft Analysis Services
14 15 (6.91%) Data Mining
14 15 (6.91%) Star Schema
15 9 (4.15%) Azure SQL Data Warehouse
16 8 (3.69%) Metadata
16 8 (3.69%) PowerPivot
17 6 (2.76%) Snowflake Schema
18 5 (2.30%) Big Data
Development Applications
1 11 (5.07%) Git (software)
2 9 (4.15%) SQL Server Management Studio (SSMS)
3 8 (3.69%) JIRA
3 8 (3.69%) Visual Studio
4 6 (2.76%) Mercurial
4 6 (2.76%) Team Foundation Server
5 1 (0.46%) Jenkins
5 1 (0.46%) PyCharm
General
1 78 (35.94%) Finance
2 47 (21.66%) Analytical Skills
3 42 (19.35%) Social Skills
4 15 (6.91%) Retail
5 14 (6.45%) Manufacturing
6 11 (5.07%) Local Government
7 9 (4.15%) Advertising
8 8 (3.69%) Games
9 7 (3.23%) Public Sector
10 6 (2.76%) Documentation Skills
10 6 (2.76%) Legal
11 5 (2.30%) Banking
11 5 (2.30%) Marketing
12 4 (1.84%) Investment Banking
13 3 (1.38%) Law
13 3 (1.38%) Publishing
14 2 (0.92%) Pharmaceutical
15 1 (0.46%) Automotive
15 1 (0.46%) Electronics
15 1 (0.46%) Telecoms
Job Titles
1 91 (41.94%) Developer
2 83 (38.25%) Business Intelligence Developer
3 73 (33.64%) Analyst
4 37 (17.05%) Data Analyst
5 33 (15.21%) Business Intelligence Analyst
6 26 (11.98%) Senior Analyst
7 22 (10.14%) Data Engineer
7 22 (10.14%) Power BI Analyst
8 19 (8.76%) Senior Data Analyst
9 17 (7.83%) Power BI Developer
10 15 (6.91%) Report Analyst
11 12 (5.53%) Business Developer
11 12 (5.53%) Data Manager
11 12 (5.53%) Senior Reporting Analyst
12 10 (4.61%) Azure Engineer
13 9 (4.15%) SQL Analyst
13 9 (4.15%) SQL Developer
14 8 (3.69%) Access Developer
14 8 (3.69%) Senior Business Intelligence Developer
14 8 (3.69%) Senior Developer
Libraries, Frameworks & Software Standards
1 34 (15.67%) MDX
2 3 (1.38%) .NET
2 3 (1.38%) JSON
2 3 (1.38%) Kafka
2 3 (1.38%) XML
3 2 (0.92%) Microsoft Graph
4 1 (0.46%) AngularJS
4 1 (0.46%) ASP.NET
4 1 (0.46%) COM
4 1 (0.46%) PySpark
4 1 (0.46%) REST
4 1 (0.46%) scikit-learn
4 1 (0.46%) SOAP
4 1 (0.46%) TensorFlow
Miscellaneous
1 23 (10.60%) User Experience
2 9 (4.15%) Greenfield Project
3 4 (1.84%) Data Structures
3 4 (1.84%) Virtual Team
4 3 (1.38%) IoT
4 3 (1.38%) Mashup
5 2 (0.92%) Biotechnology
5 2 (0.92%) Enterprise Cloud
5 2 (0.92%) FMCG
5 2 (0.92%) Life Science
5 2 (0.92%) Management Information System
5 2 (0.92%) Self-Motivation
6 1 (0.46%) Digital Media
6 1 (0.46%) Housing Association
6 1 (0.46%) NHS
6 1 (0.46%) Replication
Processes & Methodologies
1 214 (98.62%) Business Intelligence
2 122 (56.22%) ETL
3 110 (50.69%) Analytics
4 104 (47.93%) Data Modelling
5 93 (42.86%) Visualisation
6 75 (34.56%) Data Analysis
7 72 (33.18%) Agile
8 61 (28.11%) Data Visualisation
9 45 (20.74%) Data-Driven Decision Making
10 39 (17.97%) Dashboard Development
11 36 (16.59%) Data Analytics
12 34 (15.67%) Decision-Making
13 26 (11.98%) Fintech
14 25 (11.52%) DevOps
15 24 (11.06%) Stakeholder Management
16 23 (10.60%) Data Science
17 21 (9.68%) Dimensional Modelling
18 20 (9.22%) Problem-Solving
19 19 (8.76%) Machine Learning
20 17 (7.83%) Kimball Methodology
Programming Languages
1 188 (86.64%) SQL
2 49 (22.58%) T-SQL
3 48 (22.12%) Python
4 26 (11.98%) C
5 24 (11.06%) R
6 22 (10.14%) PowerShell
7 17 (7.83%) Formula Language
8 8 (3.69%) U-SQL
9 5 (2.30%) C#
10 4 (1.84%) PL/SQL
10 4 (1.84%) VBA
11 1 (0.46%) SAS Macro
Qualifications
1 43 (19.82%) Degree
2 22 (10.14%) Numerate Degree
3 7 (3.23%) Microsoft Certification
4 2 (0.92%) AWS Certification
4 2 (0.92%) MBA
4 2 (0.92%) Security Cleared
5 1 (0.46%) Computer Science Degree
Quality Assurance & Compliance
1 19 (8.76%) Data Quality
2 6 (2.76%) QA
3 4 (1.84%) Accessibility
4 3 (1.38%) GRC
5 2 (0.92%) Cyber Essentials
5 2 (0.92%) Cyber Essentials PLUS
5 2 (0.92%) GDPR
5 2 (0.92%) GLP
5 2 (0.92%) ISO/IEC 27001
System Software
1 14 (6.45%) Active Directory
2 1 (0.46%) Docker
Vendors
1 119 (54.84%) Microsoft
2 23 (10.60%) Databricks
3 17 (7.83%) Workday
4 7 (3.23%) Google
5 5 (2.30%) IBM
5 5 (2.30%) MicroStrategy
6 4 (1.84%) SAP
6 4 (1.84%) Talend
7 2 (0.92%) Alteryx
7 2 (0.92%) Charles River
7 2 (0.92%) Cognos
7 2 (0.92%) Hyperion
7 2 (0.92%) Informatica
7 2 (0.92%) Oracle
8 1 (0.46%) Facebook