The table below looks at the statistics for Data Analysis Expressions (DAX) skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis Expressions (DAX) over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Analysis Expressions (DAX)
Rank 829 922 947
Rank change year-on-year
+93 +25
Permanent jobs citing Data Analysis Expressions (DAX) 85 58 24
As % of all permanent IT jobs located in the UK 0.087% 0.053% 0.021%
As % of the Programming Languages category 0.17% 0.10% 0.041%
Number of salaries quoted 79 50 22
Median salary £57,500 £60,000 £60,000
Median salary % change year-on-year
-4.16% -
90% offered a salary of more than £45,000 £40,000 £46,000
10% offered a salary of more than £70,000 £90,000 £65,000
UK excluding London median salary £47,500 £48,000 £60,000
% change year-on-year
-1.04% -20.00%

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

Programming Languages Category
UK
Permanent IT job ads with a match in the
Programming Languages category
51267 56037 58572
As % of all permanent IT jobs located in the UK 52.59% 51.13% 51.03%
Number of salaries quoted 44372 47866 49111
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Analysis Expressions (DAX)
Jobs Demand Trend

The demand trend of job ads 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 the UK

Data Analysis Expressions (DAX)
Salary Trend

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

Data Analysis Expressions (DAX) Salary Trend in the UK

Data Analysis Expressions (DAX)
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Analysis Expressions (DAX) over the 3 months to 31 August 2016 within the UK.

Data Analysis Expressions (DAX) Salary Histogram in the UK

Data Analysis Expressions (DAX)
Top 19 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 3 months to 31 August 2016. 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
(Click see detailed
statistics and trends)
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
England +63 85 £57,500 -4.16% 7
London +24 48 £65,000 -3.70% 4
South East +41 26 £55,000 +29.41% 2
Berkshire +25 21 £55,000 -26.66%
Slough +37 17 £55,000 +29.41%
City of London +59 12 £60,000 -11.11% 3
Leeds - 7 £45,000 -
West Yorkshire - 7 £45,000 -
Yorkshire - 7 £45,000 -
Surrey +37 2 £57,500 +6.48% 2
Manchester +8 2 £50,000 -4.76% 1
North West +5 2 £50,000 -4.76% 1
Hampshire - 2 - -
Maidenhead - 2 - -
West Sussex +1 1 £31,000 -20.00%
Windsor - 1 £42,500 -
Wokingham - 1 £65,000 -
Guildford - 1 £57,500 - 2
Crawley - 1 £31,000 -

Data Analysis Expressions (DAX)
Top 30 Related IT Skills

For the 6 months to 31 August 2016, 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 with a requirement for Data Analysis Expressions (DAX).

1 120 (85.11%) Business Intelligence
2 117 (82.98%) SQL
3 116 (82.27%) SQL Server
4 104 (73.76%) SQL Server Analysis Services
5 97 (68.79%) SQL Server Reporting Services
6 91 (64.54%) Microsoft
6 91 (64.54%) MDX
7 89 (63.12%) SQL Server Integration Services
8 80 (56.74%) Data Warehouse
8 80 (56.74%) T-SQL
9 73 (51.77%) ETL
10 67 (47.52%) MS Excel
11 66 (46.81%) PowerPivot
12 62 (43.97%) Finance
13 59 (41.84%) SQL Server 2012
14 58 (41.13%) SQL Server 2014
15 53 (37.59%) Power BI
16 49 (34.75%) Data Modelling
17 48 (34.04%) Kimball Methodology
18 40 (28.37%) Visualisation
19 37 (26.24%) OLAP
20 36 (25.53%) Microsoft Analysis Services
21 35 (24.82%) Data Quality
22 32 (22.70%) Tableau
23 31 (21.99%) Analytical Skills
24 28 (19.86%) Agile Software Development
25 27 (19.15%) SharePoint
25 27 (19.15%) SQL Server 2016
26 26 (18.44%) Analytics
26 26 (18.44%) SQL Server 2008

Data Analysis Expressions (DAX)
Top Related 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 27 (19.15%) SharePoint
2 7 (4.96%) Tomcat
3 4 (2.84%) WebSphere
4 2 (1.42%) SharePoint 2010
5 1 (0.71%) SAS
5 1 (0.71%) SharePoint 2013
Applications
1 67 (47.52%) MS Excel
2 7 (4.96%) MS Office
3 4 (2.84%) MS Visio
Business Applications
1 5 (3.55%) Oracle Financials
Cloud Services
1 17 (12.06%) Microsoft Azure
2 6 (4.26%) Amazon AWS
3 5 (3.55%) Google Analytics
3 5 (3.55%) SaaS
4 4 (2.84%) PaaS
5 1 (0.71%) AdWords
5 1 (0.71%) Office 365
Database & Business Intelligence
1 116 (82.27%) SQL Server
2 104 (73.76%) SQL Server Analysis Services
3 97 (68.79%) SQL Server Reporting Services
4 89 (63.12%) SQL Server Integration Services
5 80 (56.74%) Data Warehouse
6 66 (46.81%) PowerPivot
7 59 (41.84%) SQL Server 2012
8 58 (41.13%) SQL Server 2014
9 53 (37.59%) Power BI
10 37 (26.24%) OLAP
11 36 (25.53%) Microsoft Analysis Services
12 27 (19.15%) SQL Server 2016
13 26 (18.44%) SQL Server 2008
14 14 (9.93%) Data Mart
14 14 (9.93%) NoSQL
15 12 (8.51%) OLTP
16 11 (7.80%) PerformancePoint
17 10 (7.09%) OLAP Cube
17 10 (7.09%) QlikView
18 9 (6.38%) Relational Database
Development Applications
1 9 (6.38%) SQL Server Management Studio (SSMS)
2 7 (4.96%) Eclipse
2 7 (4.96%) JIRA
2 7 (4.96%) Log4j
2 7 (4.96%) Maven
2 7 (4.96%) Subversion
3 5 (3.55%) Visual Studio
4 4 (2.84%) Team Foundation Server
General
1 62 (43.97%) Finance
2 16 (11.35%) Legal
3 7 (4.96%) Banking
3 7 (4.96%) Front Office
3 7 (4.96%) Marketing
4 6 (4.26%) Investment Banking
5 5 (3.55%) Billing
6 4 (2.84%) Telecoms
7 3 (2.13%) Advertising
8 2 (1.42%) Publishing
Job Titles
1 90 (63.83%) Developer
2 84 (59.57%) Business Intelligence Developer
3 25 (17.73%) Senior Developer
4 24 (17.02%) Senior Business Intelligence Developer
5 23 (16.31%) SSIS Developer
6 22 (15.60%) Microsoft BI Developer
6 22 (15.60%) SQL BI Developer
6 22 (15.60%) SQL Developer
7 19 (13.48%) Analyst
7 19 (13.48%) Microsoft Developer
7 19 (13.48%) SSAS Developer
8 12 (8.51%) SSRS Developer
9 11 (7.80%) DBA
9 11 (7.80%) ETL Developer
10 10 (7.09%) Business Developer
11 9 (6.38%) Business Intelligence Lead
11 9 (6.38%) Lead Developer
11 9 (6.38%) Senior DBA
11 9 (6.38%) Senior Microsoft Developer
11 9 (6.38%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 91 (64.54%) MDX
2 11 (7.80%) .NET
3 8 (5.67%) Web Services
4 7 (4.96%) Apache Axis
4 7 (4.96%) Gson
4 7 (4.96%) JDBC
4 7 (4.96%) JMS
4 7 (4.96%) MyBatis
4 7 (4.96%) ODBC
4 7 (4.96%) XML
4 7 (4.96%) XSLT
5 2 (1.42%) ASP.NET
5 2 (1.42%) CSS
5 2 (1.42%) HTML
5 2 (1.42%) jQuery
5 2 (1.42%) Twitter Bootstrap
6 1 (0.71%) COM
6 1 (0.71%) D3.js
6 1 (0.71%) Leaflet
Miscellaneous
1 40 (28.37%) Visualisation
2 31 (21.99%) Analytical Skills
3 20 (14.18%) Management Information System
4 13 (9.22%) Statistics
5 12 (8.51%) Data Integration
6 10 (7.09%) Replication
7 9 (6.38%) Mathematics
8 8 (5.67%) Computer Science
9 7 (4.96%) Credit Risk
9 7 (4.96%) OTC Derivatives
10 6 (4.26%) NHS
11 4 (2.84%) Equities
11 4 (2.84%) Fixed Income
11 4 (2.84%) Foreign Exchange (FX)
11 4 (2.84%) User Experience
12 3 (2.13%) Data Protection Act
13 2 (1.42%) Data Extraction
13 2 (1.42%) Freedom of Information
14 1 (0.71%) Digital Media
Operating Systems
1 7 (4.96%) Linux
1 7 (4.96%) Red Hat Enterprise Linux
1 7 (4.96%) Unix
1 7 (4.96%) Windows
Processes & Methodologies
1 120 (85.11%) Business Intelligence
2 73 (51.77%) ETL
3 49 (34.75%) Data Modelling
4 48 (34.04%) Kimball Methodology
5 28 (19.86%) Agile Software Development
6 26 (18.44%) Analytics
7 24 (17.02%) Data Management
8 18 (12.77%) Translating Business Requirements
9 16 (11.35%) Data Cleansing
10 15 (10.64%) Reverse Engineering
11 13 (9.22%) CRM
11 13 (9.22%) Dimensional Modelling
11 13 (9.22%) Performance Tuning
12 11 (7.80%) Data Visualisation
13 10 (7.09%) Inmon Methodology
13 10 (7.09%) Logical Data Model
13 10 (7.09%) Master Data Management
13 10 (7.09%) Migration
13 10 (7.09%) Physical Data Model
13 10 (7.09%) Scrum
Programming Languages
1 117 (82.98%) SQL
2 80 (56.74%) T-SQL
3 20 (14.18%) C#
4 13 (9.22%) VBA
5 12 (8.51%) PL/SQL
6 7 (4.96%) ANSI SQL
6 7 (4.96%) Java
6 7 (4.96%) Perl
6 7 (4.96%) Python
7 3 (2.13%) R
8 2 (1.42%) JavaScript
Qualifications
1 10 (7.09%) Degree
2 3 (2.13%) MCSE
2 3 (2.13%) Microsoft Certification
3 1 (0.71%) MCITP
3 1 (0.71%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 35 (24.82%) Data Quality
2 9 (6.38%) Solvency II
3 8 (5.67%) QA
4 4 (2.84%) ISO/IEC 27001
5 2 (1.42%) SLA
System Software
1 2 (1.42%) Active Directory
Systems Management
1 7 (4.96%) Control-M
Vendors
1 91 (64.54%) Microsoft
2 32 (22.70%) Tableau
3 12 (8.51%) Oracle
4 11 (7.80%) IBM
5 7 (4.96%) Informatica
5 7 (4.96%) Red Hat
5 7 (4.96%) Sybase
6 5 (3.55%) Alteryx
6 5 (3.55%) Google
6 5 (3.55%) Splunk
7 4 (2.84%) Nintex
7 4 (2.84%) SAP
8 3 (2.13%) NetSuite
9 1 (0.71%) Cognos
9 1 (0.71%) Salesforce.com
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £60000 - £70000 per annum + Benefits
Posted: 23 hours ago
City of London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 10 days ago
City of London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 6 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 6 days ago
Guildford
Spectrum IT
Salary: £50000 - £65000 per annum + Benefits
Posted: 9 days ago
London
Next Ventures Limited
Salary: £55,000 - £70,000 per year
Posted: 9 days ago