Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1060 1029 1190
Rank change year-on-year -31 +161 +65
Permanent jobs citing Data Analysis Expressions (DAX) 114 169 91
As % of all permanent IT jobs advertised in England 0.067% 0.095% 0.045%
As % of the Programming Languages category 0.12% 0.18% 0.085%
Number of salaries quoted 92 161 77
England median annual salary £51,250 £57,500 £60,000
Median salary % change year-on-year -10.87% -4.17% -
10th Percentile £34,297 £42,500 £35,000
90th Percentile £78,625 £93,750 £90,000
UK median annual salary £51,250 £57,500 £60,000
% change year-on-year -10.87% -4.17% -

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 93995 94534 106462
As % of all permanent IT jobs advertised in England 55.43% 53.03% 52.07%
Number of salaries quoted 78006 82296 91917
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,500 £28,750 £27,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £49,039 £47,500 £45,000
% change year-on-year +3.24% +5.56% +2.27%

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 21 November 2017.

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 21 November 2017. 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 -16 60 £65,000 - 13
South East +24 21 £42,500 -22.73% 2
Midlands +54 18 £40,000 -8.05%
West Midlands +26 12 £40,000 -8.05%
North of England -2 7 £37,500 -16.67%
East Midlands - 4 £31,500 -
Yorkshire +8 3 £37,500 -16.67%
North West -1 3 £37,500 -11.76%
East of England +5 2 £51,250 +13.89%
South West - 1 £50,000 -
North East - 1 £31,000 -
Data Analysis Expressions (DAX)
UK

For the 6 months to 21 November 2017, IT jobs citing Data Analysis Expressions (DAX) also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Data Analysis Expressions (DAX).

1 105 (92.11%) SQL
2 104 (91.23%) SQL Server Integration Services
3 102 (89.47%) Business Intelligence
4 99 (86.84%) SQL Server Reporting Services
5 93 (81.58%) SQL Server Analysis Services
6 84 (73.68%) SQL Server
7 81 (71.05%) MDX
8 80 (70.18%) T-SQL
9 79 (69.30%) Power BI
10 71 (62.28%) ETL
11 67 (58.77%) Data Warehouse
12 62 (54.39%) Microsoft
13 54 (47.37%) Tableau
14 48 (42.11%) Kimball Methodology
15 45 (39.47%) QlikView
16 42 (36.84%) Microsoft Azure
17 40 (35.09%) Agile Software Development
18 34 (29.82%) Finance
18 34 (29.82%) C#
19 31 (27.19%) .NET
20 30 (26.32%) SQL Server 2008
21 29 (25.44%) OLAP
22 28 (24.56%) Data Modelling
23 27 (23.68%) PowerPivot
24 26 (22.81%) Visualisation
25 25 (21.93%) SQL Server 2016
26 23 (20.18%) Analytics
27 22 (19.30%) Data Visualisation
27 22 (19.30%) Microsoft Excel
28 21 (18.42%) PowerShell

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 7 (6.14%) SharePoint
2 3 (2.63%) WebSphere
3 1 (0.88%) SAS
Applications
1 22 (19.30%) Microsoft Excel
2 3 (2.63%) MS Visio
Cloud Services
1 42 (36.84%) Microsoft Azure
2 9 (7.89%) Amazon AWS
3 3 (2.63%) Azure Data Factory
3 3 (2.63%) PaaS
3 3 (2.63%) SaaS
Communications & Networking
1 6 (5.26%) Internet
2 2 (1.75%) Kerberos
Database & Business Intelligence
1 104 (91.23%) SQL Server Integration Services
2 99 (86.84%) SQL Server Reporting Services
3 93 (81.58%) SQL Server Analysis Services
4 84 (73.68%) SQL Server
5 79 (69.30%) Power BI
6 67 (58.77%) Data Warehouse
7 45 (39.47%) QlikView
8 30 (26.32%) SQL Server 2008
9 29 (25.44%) OLAP
10 27 (23.68%) PowerPivot
11 25 (21.93%) SQL Server 2016
12 18 (15.79%) SQL Server 2012
13 17 (14.91%) Relational Database
14 16 (14.04%) Big Data
15 13 (11.40%) Hadoop
16 12 (10.53%) Data Lake
17 11 (9.65%) SQL Server 2014
18 9 (7.89%) Enterprise Data Warehouse
19 8 (7.02%) Biml
19 8 (7.02%) OLTP
Development Applications
1 14 (12.28%) Team Foundation Server
2 8 (7.02%) Octopus Deploy
3 6 (5.26%) JIRA
4 3 (2.63%) SQL Server Management Studio (SSMS)
4 3 (2.63%) Visual Studio
5 2 (1.75%) TeamCity
6 1 (0.88%) Git (software)
6 1 (0.88%) Talend Open Studio
6 1 (0.88%) Visual Studio Team System
General
1 34 (29.82%) Finance
2 17 (14.91%) Legal
2 17 (14.91%) Retail
3 15 (13.16%) Advertising
4 8 (7.02%) Banking
5 7 (6.14%) Investment Banking
6 6 (5.26%) Back Office
7 3 (2.63%) Marketing
8 1 (0.88%) Financial Institution
Job Titles
1 78 (68.42%) Developer
2 56 (49.12%) SQL Developer
3 46 (40.35%) Business Intelligence Developer
4 38 (33.33%) SSIS Developer
5 33 (28.95%) SSRS Developer
6 31 (27.19%) SQL BI Developer
6 31 (27.19%) SSAS Developer
7 22 (19.30%) T-SQL Developer
8 19 (16.67%) ETL Developer
9 17 (14.91%) Agile Developer
9 17 (14.91%) Power BI Developer
10 15 (13.16%) Architect
11 12 (10.53%) Consultant
12 11 (9.65%) SQL Server Developer
13 10 (8.77%) Business Intelligence Consultant
13 10 (8.77%) Lead Developer
14 9 (7.89%) Data Architect
15 8 (7.02%) DBA
15 8 (7.02%) SQL DBA
16 7 (6.14%) Senior Developer
Libraries, Frameworks & Software Standards
1 81 (71.05%) MDX
2 31 (27.19%) .NET
3 5 (4.39%) JSON
3 5 (4.39%) XML
4 1 (0.88%) .NET Framework
4 1 (0.88%) CSS
4 1 (0.88%) HTML
4 1 (0.88%) RESTful
4 1 (0.88%) Web Services
Miscellaneous
1 9 (7.89%) Enterprise Software
2 7 (6.14%) iPhone
3 5 (4.39%) Analytical Skills
3 5 (4.39%) Management Information System
3 5 (4.39%) NHS
4 2 (1.75%) Greenfield Project
5 1 (0.88%) Clustering
5 1 (0.88%) Data Structures
5 1 (0.88%) Replication
Processes & Methodologies
1 102 (89.47%) Business Intelligence
2 71 (62.28%) ETL
3 48 (42.11%) Kimball Methodology
4 40 (35.09%) Agile Software Development
5 28 (24.56%) Data Modelling
6 26 (22.81%) Visualisation
7 23 (20.18%) Analytics
8 22 (19.30%) Data Visualisation
9 18 (15.79%) Data Management
9 18 (15.79%) Mentoring
10 17 (14.91%) Performance Tuning
11 13 (11.40%) Business Analysis
11 13 (11.40%) Scrum
11 13 (11.40%) UML
12 12 (10.53%) Data Integration
12 12 (10.53%) Enterprise Architecture
13 11 (9.65%) Data Analysis
14 10 (8.77%) Data Architecture
14 10 (8.77%) Requirements Analysis
14 10 (8.77%) Wealth Management
Programming Languages
1 105 (92.11%) SQL
2 80 (70.18%) T-SQL
3 34 (29.82%) C#
4 21 (18.42%) PowerShell
5 6 (5.26%) Python
5 6 (5.26%) R
6 3 (2.63%) VB.NET
7 1 (0.88%) JavaScript
Qualifications
1 9 (7.89%) Degree
1 9 (7.89%) Microsoft Certification
2 7 (6.14%) MCITP
2 7 (6.14%) MCSE
3 2 (1.75%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 6 (5.26%) Data Quality
2 3 (2.63%) Cyber Essentials
2 3 (2.63%) ISO/IEC 27001
3 1 (0.88%) QA
System Software
1 2 (1.75%) Active Directory
Vendors
1 62 (54.39%) Microsoft
2 54 (47.37%) Tableau
3 14 (12.28%) RedGate
4 10 (8.77%) MicroStrategy
5 7 (6.14%) Oracle
6 6 (5.26%) Cognos
7 4 (3.51%) Alteryx
8 3 (2.63%) IBM
8 3 (2.63%) Nintex
8 3 (2.63%) SAP
9 1 (0.88%) Google
9 1 (0.88%) Informatica
9 1 (0.88%) Logi
9 1 (0.88%) Logi Analytics
9 1 (0.88%) Talend
9 1 (0.88%) Twitter