The table below looks at the statistics for Data Analysis Expressions (DAX) skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis Expressions (DAX) over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Analysis Expressions (DAX)
UK / England
Rank 688 832 912
Rank change year-on-year
+144 +80
Permanent jobs citing Data Analysis Expressions (DAX) 136 81 21
As % of all permanent IT jobs located in England 0.17% 0.085% 0.021%
As % of the Programming Languages category 0.32% 0.16% 0.042%
Number of salaries quoted 126 58 19
Median salary £60,000 £55,000 £42,500
Median salary % change year-on-year
+9.09% +29.41%
90% offered a salary of more than £45,000 £40,750 £32,500
10% offered a salary of more than £70,000 £74,250 £78,000
UK excluding London median salary £55,000 £50,000 £32,500
% change year-on-year
+10.00% +53.84%

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the England region.

Programming Languages Category
England
Permanent IT job ads with a match in the
Programming Languages category
42551 49851 50210
As % of all permanent IT jobs located in England 54.09% 52.28% 50.45%
Number of salaries quoted 36582 43361 43379
Median salary £47,500 £46,768 £45,000
Median salary % change year-on-year
+1.56% +3.92%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Data Analysis Expressions (DAX)
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Analysis Expressions (DAX) as a proportion of all IT jobs with a match in the Programming Languages category.

Data Analysis Expressions (DAX) Jobs Demand Trend 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) across the England region.

Data Analysis Expressions (DAX) Salary Trend in England

Data Analysis Expressions (DAX)
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analysis Expressions (DAX) across the England region over the 3 months to 23 February 2017.

Data Analysis Expressions (DAX) Salary Histogram 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 3 months to 23 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +132 115 £62,500 +13.63% 10
South East +59 18 £55,000 +10.00% 1
North West -12 1 £42,500 +11.47%
Data Analysis Expressions (DAX)
UK

Data Analysis Expressions (DAX)
Top 30 Related IT Skills in England

For the 6 months to 23 February 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).

1 200 (91.32%) Business Intelligence
2 197 (89.95%) SQL Server
2 197 (89.95%) SQL Server Analysis Services
3 176 (80.37%) SQL Server Integration Services
4 165 (75.34%) Power BI
5 155 (70.78%) SQL
6 139 (63.47%) Microsoft
7 125 (57.08%) MDX
8 124 (56.62%) ETL
9 120 (54.79%) SQL Server Reporting Services
10 114 (52.05%) Data Warehouse
11 99 (45.21%) T-SQL
11 99 (45.21%) Microsoft Azure
12 98 (44.75%) Oracle
13 91 (41.55%) Agile Software Development
14 76 (34.70%) Legal
15 73 (33.33%) SQL Server 2014
16 72 (32.88%) Finance
17 71 (32.42%) SQL Server 2012
17 71 (32.42%) Kimball Methodology
18 63 (28.77%) SQL Server 2016
19 62 (28.31%) Tableau
20 61 (27.85%) .NET
20 61 (27.85%) MS Excel
21 60 (27.40%) Analytics
22 59 (26.94%) QlikView
23 55 (25.11%) Dashboard Development
23 55 (25.11%) Scrum
24 54 (24.66%) C#
25 53 (24.20%) Sybase

Data Analysis Expressions (DAX)
Top Related 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 15 (6.85%) SharePoint
2 11 (5.02%) WebSphere
3 3 (1.37%) SharePoint 2013
3 3 (1.37%) Tomcat
4 2 (0.91%) SAS
Applications
1 61 (27.85%) MS Excel
2 11 (5.02%) MS Visio
3 3 (1.37%) MS Office
Business Applications
1 2 (0.91%) Cognos TM1
2 1 (0.46%) NetSuite
2 1 (0.46%) Oracle Financials
2 1 (0.46%) Oracle General Ledger
Cloud Services
1 99 (45.21%) Microsoft Azure
2 15 (6.85%) Data Lake Analytics
3 10 (4.57%) SaaS
4 6 (2.74%) PaaS
Communications & Networking
1 4 (1.83%) MVNO
Database & Business Intelligence
1 197 (89.95%) SQL Server
1 197 (89.95%) SQL Server Analysis Services
2 176 (80.37%) SQL Server Integration Services
3 165 (75.34%) Power BI
4 120 (54.79%) SQL Server Reporting Services
5 114 (52.05%) Data Warehouse
6 73 (33.33%) SQL Server 2014
7 71 (32.42%) SQL Server 2012
8 63 (28.77%) SQL Server 2016
9 59 (26.94%) QlikView
10 50 (22.83%) Azure SQL Database
11 49 (22.37%) Big Data
12 43 (19.63%) OLAP
13 35 (15.98%) Relational Database
14 34 (15.53%) PowerPivot
15 31 (14.16%) Microsoft Analysis Services
16 29 (13.24%) Data Mining
17 19 (8.68%) Hadoop
18 18 (8.22%) OLAP Cube
19 15 (6.85%) HDInsight
Development Applications
1 10 (4.57%) Maven
2 5 (2.28%) Jenkins
3 4 (1.83%) Log4j
3 4 (1.83%) Subversion
3 4 (1.83%) Visual Studio
4 3 (1.37%) Eclipse
General
1 76 (34.70%) Legal
2 72 (32.88%) Finance
3 52 (23.74%) Banking
4 11 (5.02%) Advertising
5 5 (2.28%) Front Office
5 5 (2.28%) Marketing
5 5 (2.28%) Retail
6 4 (1.83%) Investment Banking
6 4 (1.83%) Telecoms
7 2 (0.91%) Billing
7 2 (0.91%) Music Industry
8 1 (0.46%) Financial Institution
Job Titles
1 125 (57.08%) Developer
2 108 (49.32%) Business Intelligence Developer
3 42 (19.18%) Consultant
4 39 (17.81%) Analyst
5 38 (17.35%) Business Developer
5 38 (17.35%) Senior Developer
6 35 (15.98%) Senior Business Intelligence Developer
7 34 (15.53%) Business Intelligence Analyst
8 29 (13.24%) Dashboard Developer
9 28 (12.79%) Business Intelligence Consultant
9 28 (12.79%) SQL Developer
9 28 (12.79%) SSAS Developer
10 26 (11.87%) Microsoft BI Consultant
10 26 (11.87%) Microsoft Consultant
10 26 (11.87%) Senior Analyst
10 26 (11.87%) Senior Business Intelligence Analyst
11 25 (11.42%) Architect
12 22 (10.05%) SSIS Developer
13 21 (9.59%) Analyst Developer
13 21 (9.59%) SSRS Developer
Libraries, Frameworks & Software Standards
1 125 (57.08%) MDX
2 61 (27.85%) .NET
3 7 (3.20%) AngularJS
4 4 (1.83%) Apache Axis
4 4 (1.83%) Gson
4 4 (1.83%) JDBC
4 4 (1.83%) JMS
4 4 (1.83%) MyBatis
4 4 (1.83%) XML
4 4 (1.83%) XSLT
5 3 (1.37%) HTML
5 3 (1.37%) ODBC
5 3 (1.37%) Web Services
6 1 (0.46%) CSS
Miscellaneous
1 18 (8.22%) Analytical Skills
2 14 (6.39%) User Experience
3 9 (4.11%) NHS
4 6 (2.74%) Management Information System
5 4 (1.83%) Computer Science
5 4 (1.83%) Credit Risk
6 3 (1.37%) OTC Derivatives
7 1 (0.46%) Blog
7 1 (0.46%) Equities
7 1 (0.46%) Fixed Income
Operating Systems
1 4 (1.83%) Linux
1 4 (1.83%) Red Hat Enterprise Linux
1 4 (1.83%) Unix
1 4 (1.83%) Windows
Processes & Methodologies
1 200 (91.32%) Business Intelligence
2 124 (56.62%) ETL
3 91 (41.55%) Agile Software Development
4 71 (32.42%) Kimball Methodology
5 60 (27.40%) Analytics
6 55 (25.11%) Dashboard Development
6 55 (25.11%) Scrum
7 47 (21.46%) Web Development
8 33 (15.07%) Presales
8 33 (15.07%) Visualisation
9 29 (13.24%) Data Visualisation
9 29 (13.24%) Mentoring
10 28 (12.79%) Data Management
11 27 (12.33%) Data Modelling
12 22 (10.05%) Data Integration
13 21 (9.59%) Stakeholder Management
13 21 (9.59%) Waterfall
14 12 (5.48%) Translating Business Requirements
15 11 (5.02%) TOGAF
15 11 (5.02%) Workflow
Programming Languages
1 155 (70.78%) SQL
2 99 (45.21%) T-SQL
3 54 (24.66%) C#
4 14 (6.39%) Java
5 11 (5.02%) VBA
6 10 (4.57%) JavaScript
7 5 (2.28%) R
7 5 (2.28%) VB.NET
8 4 (1.83%) ANSI SQL
8 4 (1.83%) Perl
8 4 (1.83%) PL/SQL
8 4 (1.83%) Python
9 3 (1.37%) Data Mining Extensions (DMX)
Qualifications
1 25 (11.42%) Microsoft Certification
2 10 (4.57%) Degree
3 2 (0.91%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 17 (7.76%) QA
2 15 (6.85%) Data Quality
3 6 (2.74%) ISO/IEC 27001
4 2 (0.91%) SLA
Systems Management
1 4 (1.83%) Control-M
Vendors
1 139 (63.47%) Microsoft
2 98 (44.75%) Oracle
3 62 (28.31%) Tableau
4 53 (24.20%) Sybase
5 15 (6.85%) IBM
6 11 (5.02%) Nintex
6 11 (5.02%) SAP
7 9 (4.11%) Splunk
8 6 (2.74%) MicroStrategy
9 5 (2.28%) Cognos
10 4 (1.83%) Birst
10 4 (1.83%) Informatica
10 4 (1.83%) Red Hat
10 4 (1.83%) Teradata
11 2 (0.91%) Alteryx
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