Period
to 25 May 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK > England
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 912 912 1120
Rank change year-on-year 0 +208 +80
Permanent jobs citing Data Analysis Expressions (DAX) 240 233 133
As % of all permanent IT jobs advertised in England 0.15% 0.15% 0.070%
As % of the Programming Languages category 0.26% 0.27% 0.13%
Number of salaries quoted 194 203 111
England median annual salary £55,000 £57,500 £55,000
Median salary % change year-on-year -4.35% +4.55% +27.91%
10th Percentile £37,150 £39,000 £39,750
90th Percentile £76,250 £73,750 £76,250
UK median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +27.91%

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 England with a requirement for coding skills.

All Programming Languages
England
Permanent vacancies with a requirement for coding skills 91,663 87,894 98,914
As % of all permanent IT jobs advertised in England 56.31% 55.18% 52.40%
Number of salaries quoted 76,814 75,351 86,278
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,750 £29,000 £28,500
90th Percentile £80,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

Data Analysis Expressions (DAX)
Job Vacancy Trend in England

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

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

Data Analysis Expressions (DAX)
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis Expressions (DAX) in England.

Salary trend for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Salary Histogram in England

The salary distribution of IT jobs citing Data Analysis Expressions (DAX) in England over the 6 months to 25 May 2018.

Salary histogram for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Job Locations in England

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 England region over the 6 months to 25 May 2018. 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
London -25 156 £62,500 - 13
South East -18 22 £50,000 -9.09% 2
Midlands 0 18 £45,000 +12.50% 2
East of England +5 15 £34,000 +4.62% 1
East Midlands +2 13 £45,000 - 2
North of England -3 10 £45,000 +2.86%
North West -8 10 £45,000 +5.88%
West Midlands +2 5 £47,500 +18.75%
South West - 4 £42,500 -
Data Analysis Expressions (DAX)
UK

For the 6 months to 25 May 2018, 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 England region with a requirement for Data Analysis Expressions (DAX).

1 235 (97.92%) Business Intelligence
2 226 (94.17%) Power BI
3 206 (85.83%) SQL Server Integration Services
4 199 (82.92%) SQL Server Analysis Services
5 194 (80.83%) SQL Server Reporting Services
6 184 (76.67%) SQL
6 184 (76.67%) Microsoft
7 176 (73.33%) SQL Server
8 137 (57.08%) Advertising
9 126 (52.50%) Data Warehouse
10 116 (48.33%) Microsoft Azure
11 110 (45.83%) ETL
11 110 (45.83%) T-SQL
12 99 (41.25%) Analytics
13 93 (38.75%) Visualisation
14 65 (27.08%) MDX
15 63 (26.25%) Data Visualisation
16 60 (25.00%) Data Lake
17 57 (23.75%) Azure SQL Data Warehouse
18 56 (23.33%) Azure Data Factory
19 54 (22.50%) Tableau
20 50 (20.83%) Data Science
21 47 (19.58%) QlikView
22 42 (17.50%) Azure SQL Database
23 41 (17.08%) Machine Learning
24 40 (16.67%) Microsoft Excel
25 39 (16.25%) PowerPivot
26 36 (15.00%) Agile Software Development
26 36 (15.00%) Big Data
26 36 (15.00%) Data Analytics

Data Analysis Expressions (DAX)
Co-occurring IT Skills in England 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 9 (3.75%) SharePoint
2 4 (1.67%) Apache Spark
3 3 (1.25%) SAS
Applications
1 40 (16.67%) Microsoft Excel
2 4 (1.67%) Spreadsheet
Business Applications
1 11 (4.58%) Salesforce.com CRM
Cloud Services
1 116 (48.33%) Microsoft Azure
2 56 (23.33%) Azure Data Factory
3 26 (10.83%) PaaS
4 23 (9.58%) Azure Machine Learning
5 4 (1.67%) IaaS
5 4 (1.67%) Office 365
6 3 (1.25%) Dynamics 365
6 3 (1.25%) Google Analytics
7 1 (0.42%) Google Cloud Platform
7 1 (0.42%) SaaS
Communications & Networking
1 1 (0.42%) LTE
Database & Business Intelligence
1 226 (94.17%) Power BI
2 206 (85.83%) SQL Server Integration Services
3 199 (82.92%) SQL Server Analysis Services
4 194 (80.83%) SQL Server Reporting Services
5 176 (73.33%) SQL Server
6 126 (52.50%) Data Warehouse
7 60 (25.00%) Data Lake
8 57 (23.75%) Azure SQL Data Warehouse
9 47 (19.58%) QlikView
10 42 (17.50%) Azure SQL Database
11 39 (16.25%) PowerPivot
12 36 (15.00%) Big Data
13 22 (9.17%) Microsoft Analysis Services
14 16 (6.67%) OLAP
14 16 (6.67%) Star Schema
15 15 (6.25%) Snowflake Schema
15 15 (6.25%) SQL Server 2008
16 14 (5.83%) SQL Server 2016
17 13 (5.42%) SQL Server 2012
18 9 (3.75%) SQL Server 2014
Development Applications
1 18 (7.50%) SQL Server Management Studio (SSMS)
2 11 (4.58%) Team Foundation Server
3 9 (3.75%) Visual Studio
4 7 (2.92%) JIRA
5 4 (1.67%) Visual Studio Team System
6 2 (0.83%) Subversion
6 2 (0.83%) tSQLt
7 1 (0.42%) Git (software)
7 1 (0.42%) Octopus Deploy
7 1 (0.42%) VSS/SourceSafe
General
1 137 (57.08%) Advertising
2 34 (14.17%) Finance
3 18 (7.50%) Games
4 16 (6.67%) Marketing
5 8 (3.33%) Retail
6 3 (1.25%) Banking
7 2 (0.83%) Investment Banking
7 2 (0.83%) Legal
8 1 (0.42%) Front Office
Job Titles
1 106 (44.17%) Developer
2 92 (38.33%) Consultant
3 91 (37.92%) Business Intelligence Developer
4 52 (21.67%) Azure Consultant
5 48 (20.00%) Data Consultant
6 47 (19.58%) Business Intelligence Consultant
7 37 (15.42%) SQL Developer
8 31 (12.92%) SQL BI Developer
9 29 (12.08%) Analyst
9 29 (12.08%) Power BI Consultant
10 25 (10.42%) Business Intelligence Analyst
11 23 (9.58%) Power BI Developer
12 22 (9.17%) Business Developer
13 21 (8.75%) Data Warehouse Consultant
13 21 (8.75%) SSIS Developer
14 19 (7.92%) SSAS Developer
15 16 (6.67%) Senior Developer
16 15 (6.25%) Analytics Consultant
16 15 (6.25%) Senior Business Intelligence Developer
17 14 (5.83%) SSRS Developer
Libraries, Frameworks & Software Standards
1 65 (27.08%) MDX
2 22 (9.17%) .NET
3 5 (2.08%) ASP.NET
3 5 (2.08%) Kafka
4 3 (1.25%) XML
5 2 (0.83%) RESTful
5 2 (0.83%) SOAP
5 2 (0.83%) Web Services
6 1 (0.42%) ASP.NET MVC
6 1 (0.42%) D3.js
Miscellaneous
1 20 (8.33%) Analytical Skills
2 12 (5.00%) Greenfield Project
3 6 (2.50%) Computer Science
3 6 (2.50%) Enterprise Software
4 3 (1.25%) Driving Licence
4 3 (1.25%) Reinsurance
5 2 (0.83%) Equities
5 2 (0.83%) Fixed Income
5 2 (0.83%) FMCG
5 2 (0.83%) Hedge funds
6 1 (0.42%) Clustering
6 1 (0.42%) Data Structures
6 1 (0.42%) Fintech
6 1 (0.42%) Management Information System
6 1 (0.42%) NHS
6 1 (0.42%) Social Media
6 1 (0.42%) User Experience
Processes & Methodologies
1 235 (97.92%) Business Intelligence
2 110 (45.83%) ETL
3 99 (41.25%) Analytics
4 93 (38.75%) Visualisation
5 63 (26.25%) Data Visualisation
6 50 (20.83%) Data Science
7 41 (17.08%) Machine Learning
8 36 (15.00%) Agile Software Development
8 36 (15.00%) Data Analytics
9 35 (14.58%) Data Modelling
10 33 (13.75%) Kimball Methodology
11 26 (10.83%) Predictive Analytics
12 24 (10.00%) Dimensional Modelling
13 16 (6.67%) CRM
14 14 (5.83%) Scrum
15 11 (4.58%) Business Analysis
15 11 (4.58%) Data Governance
15 11 (4.58%) Decision-Making
16 8 (3.33%) Data Integration
16 8 (3.33%) Problem-Solving
Programming Languages
1 184 (76.67%) SQL
2 110 (45.83%) T-SQL
3 18 (7.50%) C#
4 12 (5.00%) Python
5 11 (4.58%) R
6 10 (4.17%) VBA
7 8 (3.33%) VB.NET
8 6 (2.50%) PowerShell
9 4 (1.67%) MATLAB
10 3 (1.25%) PL/SQL
11 1 (0.42%) JavaScript
Qualifications
1 12 (5.00%) Microsoft Certification
2 11 (4.58%) Degree
2 11 (4.58%) MCSE
3 9 (3.75%) Security Cleared
4 5 (2.08%) SC Cleared
5 1 (0.42%) Computer Science Degree
5 1 (0.42%) MCP
5 1 (0.42%) MCSA
5 1 (0.42%) Numerate Degree
Quality Assurance & Compliance
1 12 (5.00%) GDPR
2 5 (2.08%) Data Quality
3 4 (1.67%) QA
Systems Management
1 2 (0.83%) Systems Management Server (SMS)
2 1 (0.42%) Control-M
2 1 (0.42%) Failover Clustering
2 1 (0.42%) Opscode Chef
2 1 (0.42%) Puppet
Vendors
1 184 (76.67%) Microsoft
2 54 (22.50%) Tableau
3 18 (7.50%) Oracle
4 11 (4.58%) Salesforce.com
5 5 (2.08%) Google
6 4 (1.67%) Alteryx
7 1 (0.42%) Cognos
7 1 (0.42%) MicroStrategy
7 1 (0.42%) Twitter