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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Analysis Expressions (DAX)
Rank 827 910 949
Rank change year-on-year
+83 +39
Permanent jobs citing Data Analysis Expressions (DAX) 83 56 22
As % of all permanent IT jobs located in the UK 0.087% 0.051% 0.019%
As % of the Programming Languages category 0.17% 0.099% 0.038%
Number of salaries quoted 81 48 20
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 £40,000
10% offered a salary of more than £90,000 £90,000 £65,000
UK excluding London median salary £47,500 £57,500 £60,000
% change year-on-year
-17.39% -4.16%

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
49991 56471 57199
As % of all permanent IT jobs located in the UK 52.49% 51.56% 50.68%
Number of salaries quoted 42965 48407 47990
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 £39,000
% change year-on-year
+6.25% +2.56%

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 28 September 2016 within the UK.

Data Analysis Expressions (DAX) Salary Histogram in the UK

Data Analysis Expressions (DAX)
Top 22 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 28 September 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 +75 82 £57,500 -4.16% 11
London +63 42 £65,000 -3.70% 6
South East +55 27 £55,000 -8.33% 1
Berkshire +47 20 £52,500 -30.00%
City of London +60 18 £70,000 +3.70% 4
Slough +33 17 £55,000 +29.41%
Leeds - 10 £45,000 - 1
West Yorkshire - 10 £45,000 - 1
Yorkshire - 10 £45,000 - 2
Surrey +21 6 £57,500 -4.16% 1
Guildford - 3 £65,000 - 1
North West -7 2 £45,000 -14.28%
Maidenhead - 2 - -
West Sussex +14 1 £31,000 -17.33%
Lancashire +7 1 £40,000 -
Manchester -7 1 £50,000 -4.76%
East of England - 1 £40,000 - 1
Crawley - 1 £31,000 -
Windsor - 1 £42,500 -
Chorley - 1 £40,000 -
Godalming - 1 £42,500 -
Suffolk - 1 £40,000 - 1

Data Analysis Expressions (DAX)
Top 30 Related IT Skills

For the 6 months to 28 September 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).

1 131 (89.73%) Business Intelligence
2 126 (86.30%) SQL Server
3 121 (82.88%) SQL
4 113 (77.40%) SQL Server Analysis Services
5 106 (72.60%) Microsoft
6 98 (67.12%) SQL Server Reporting Services
7 93 (63.70%) SQL Server Integration Services
8 92 (63.01%) MDX
9 84 (57.53%) T-SQL
10 81 (55.48%) Data Warehouse
11 77 (52.74%) ETL
12 71 (48.63%) MS Excel
13 69 (47.26%) Power BI
14 67 (45.89%) SQL Server 2014
15 61 (41.78%) SQL Server 2012
16 56 (38.36%) PowerPivot
17 55 (37.67%) Finance
18 54 (36.99%) Kimball Methodology
19 50 (34.25%) Data Modelling
20 43 (29.45%) OLAP
20 43 (29.45%) Visualisation
21 39 (26.71%) Tableau
21 39 (26.71%) Microsoft Analysis Services
22 36 (24.66%) Agile Software Development
23 34 (23.29%) Analytical Skills
24 33 (22.60%) Analytics
25 32 (21.92%) SQL Server 2016
26 31 (21.23%) C#
27 30 (20.55%) Data Quality
28 29 (19.86%) Microsoft Azure

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 25 (17.12%) SharePoint
2 7 (4.79%) Tomcat
3 4 (2.74%) WebSphere
4 2 (1.37%) SharePoint 2010
5 1 (0.68%) SAS
5 1 (0.68%) SharePoint 2013
Applications
1 71 (48.63%) MS Excel
2 7 (4.79%) MS Office
3 4 (2.74%) MS Visio
Business Applications
1 5 (3.42%) Oracle Financials
2 1 (0.68%) Cognos TM1
Cloud Services
1 29 (19.86%) Microsoft Azure
2 7 (4.79%) Data Lake Analytics
2 7 (4.79%) SaaS
3 6 (4.11%) Amazon AWS
4 5 (3.42%) Google Analytics
5 4 (2.74%) PaaS
6 1 (0.68%) AdWords
6 1 (0.68%) Office 365
Database & Business Intelligence
1 126 (86.30%) SQL Server
2 113 (77.40%) SQL Server Analysis Services
3 98 (67.12%) SQL Server Reporting Services
4 93 (63.70%) SQL Server Integration Services
5 81 (55.48%) Data Warehouse
6 69 (47.26%) Power BI
7 67 (45.89%) SQL Server 2014
8 61 (41.78%) SQL Server 2012
9 56 (38.36%) PowerPivot
10 43 (29.45%) OLAP
11 39 (26.71%) Microsoft Analysis Services
12 32 (21.92%) SQL Server 2016
13 20 (13.70%) SQL Server 2008
14 18 (12.33%) Relational Database
15 17 (11.64%) NoSQL
16 16 (10.96%) Data Mart
17 15 (10.27%) OLAP Cube
18 13 (8.90%) Data Mining
18 13 (8.90%) OLTP
19 12 (8.22%) QlikView
Development Applications
1 9 (6.16%) SQL Server Management Studio (SSMS)
2 7 (4.79%) Eclipse
2 7 (4.79%) Log4j
2 7 (4.79%) Maven
2 7 (4.79%) Subversion
2 7 (4.79%) Visual Studio
3 5 (3.42%) JIRA
4 3 (2.05%) Team Foundation Server
General
1 55 (37.67%) Finance
2 25 (17.12%) Legal
3 7 (4.79%) Banking
3 7 (4.79%) Front Office
3 7 (4.79%) Marketing
4 6 (4.11%) Billing
4 6 (4.11%) Investment Banking
5 5 (3.42%) Advertising
6 2 (1.37%) Publishing
6 2 (1.37%) Telecoms
Job Titles
1 95 (65.07%) Developer
2 89 (60.96%) Business Intelligence Developer
3 26 (17.81%) SSIS Developer
4 23 (15.75%) Microsoft BI Developer
4 23 (15.75%) Senior Developer
5 22 (15.07%) Senior Business Intelligence Developer
5 22 (15.07%) SSAS Developer
6 20 (13.70%) SQL BI Developer
6 20 (13.70%) SQL Developer
7 18 (12.33%) Microsoft Developer
8 16 (10.96%) Consultant
9 14 (9.59%) Analyst
9 14 (9.59%) ETL Developer
9 14 (9.59%) SSRS Developer
10 11 (7.53%) Architect
10 11 (7.53%) DBA
11 10 (6.85%) Business Intelligence Lead
12 9 (6.16%) Lead Developer
12 9 (6.16%) Senior DBA
12 9 (6.16%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 92 (63.01%) MDX
2 18 (12.33%) .NET
3 8 (5.48%) Web Services
4 7 (4.79%) Apache Axis
4 7 (4.79%) Gson
4 7 (4.79%) JDBC
4 7 (4.79%) JMS
4 7 (4.79%) MyBatis
4 7 (4.79%) ODBC
4 7 (4.79%) XML
4 7 (4.79%) XSLT
5 2 (1.37%) ASP.NET
5 2 (1.37%) CSS
5 2 (1.37%) HTML
5 2 (1.37%) jQuery
5 2 (1.37%) Twitter Bootstrap
6 1 (0.68%) COM
6 1 (0.68%) D3.js
6 1 (0.68%) Leaflet
Miscellaneous
1 43 (29.45%) Visualisation
2 34 (23.29%) Analytical Skills
3 15 (10.27%) Data Integration
3 15 (10.27%) Management Information System
4 13 (8.90%) Statistics
5 10 (6.85%) Replication
6 8 (5.48%) Computer Science
7 7 (4.79%) Credit Risk
7 7 (4.79%) OTC Derivatives
8 6 (4.11%) NHS
9 4 (2.74%) Equities
9 4 (2.74%) Fixed Income
9 4 (2.74%) Foreign Exchange (FX)
9 4 (2.74%) User Experience
10 3 (2.05%) Data Protection Act
10 3 (2.05%) Mathematics
11 2 (1.37%) Data Extraction
11 2 (1.37%) Freedom of Information
12 1 (0.68%) Digital Media
Operating Systems
1 7 (4.79%) Linux
1 7 (4.79%) Red Hat Enterprise Linux
1 7 (4.79%) Unix
1 7 (4.79%) Windows
Processes & Methodologies
1 131 (89.73%) Business Intelligence
2 77 (52.74%) ETL
3 54 (36.99%) Kimball Methodology
4 50 (34.25%) Data Modelling
5 36 (24.66%) Agile Software Development
6 33 (22.60%) Analytics
7 27 (18.49%) Data Management
8 19 (13.01%) Scrum
8 19 (13.01%) Translating Business Requirements
9 17 (11.64%) Data Cleansing
10 15 (10.27%) Reverse Engineering
11 14 (9.59%) CRM
12 12 (8.22%) Data Visualisation
13 11 (7.53%) Dimensional Modelling
13 11 (7.53%) Performance Tuning
13 11 (7.53%) Presales
14 10 (6.85%) Continuous Improvement
14 10 (6.85%) Logical Data Model
14 10 (6.85%) Master Data Management
14 10 (6.85%) Physical Data Model
Programming Languages
1 121 (82.88%) SQL
2 84 (57.53%) T-SQL
3 31 (21.23%) C#
4 14 (9.59%) VBA
5 12 (8.22%) PL/SQL
6 7 (4.79%) ANSI SQL
6 7 (4.79%) Java
6 7 (4.79%) Perl
6 7 (4.79%) Python
7 3 (2.05%) R
8 2 (1.37%) JavaScript
Qualifications
1 10 (6.85%) Degree
2 2 (1.37%) Microsoft Certification
3 1 (0.68%) MCITP
3 1 (0.68%) MCSE
3 1 (0.68%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 30 (20.55%) Data Quality
2 8 (5.48%) QA
3 4 (2.74%) ISO/IEC 27001
4 3 (2.05%) SLA
4 3 (2.05%) Solvency II
System Software
1 2 (1.37%) Active Directory
Systems Management
1 7 (4.79%) Control-M
Vendors
1 106 (72.60%) Microsoft
2 39 (26.71%) Tableau
3 12 (8.22%) Oracle
4 11 (7.53%) IBM
5 8 (5.48%) Splunk
6 7 (4.79%) Informatica
6 7 (4.79%) Red Hat
6 7 (4.79%) Sybase
7 5 (3.42%) Alteryx
7 5 (3.42%) Google
8 4 (2.74%) NetSuite
8 4 (2.74%) Nintex
8 4 (2.74%) SAP
9 3 (2.05%) MicroStrategy
10 2 (1.37%) Birst
10 2 (1.37%) Cognos
11 1 (0.68%) Salesforce.com
City, London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 16 hours ago
West London
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Salary: £60k - 80k per year
Posted: Yesterday
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £70000 per annum + Benefits
Posted: 3 days ago
City of London
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Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 7 days ago
Suffolk
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Salary: £30000 - £50000 per annum + Pension, Training
Posted: 15 days ago
City of London
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Salary: £60000 - £80000 per annum + Bonus and Benefits
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City of London
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Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 19 days ago