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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Analysis Expressions (DAX)
UK
Rank 742 855 928
Rank change year-on-year
+113 +73
Permanent jobs citing Data Analysis Expressions (DAX) 109 63 14
As % of all permanent IT jobs located in the UK 0.13% 0.064% 0.013%
As % of the Programming Languages category 0.24% 0.12% 0.026%
Number of salaries quoted 100 38 13
Median salary £62,500 £55,000 £55,000
Median salary % change year-on-year
+13.63% -
90% offered a salary of more than £42,950 £48,250 £48,000
10% offered a salary of more than £75,000 £75,000 £87,000
UK excluding London median salary £55,000 £50,000 £60,000
% change year-on-year
+10.00% -16.66%

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
45458 51716 53209
As % of all permanent IT jobs located in the UK 53.91% 52.28% 50.51%
Number of salaries quoted 39037 44583 45675
Median salary £47,500 £45,000 £44,500
Median salary % change year-on-year
+5.55% +1.12%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 23 January 2017 within the UK.

Data Analysis Expressions (DAX) Salary Histogram in the UK

Data Analysis Expressions (DAX)
Top 15 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 23 January 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
England +124 109 £62,500 +13.63% 20
London +101 94 £62,500 +13.63% 16
City of London +54 47 £62,500 +13.63% 5
South East +64 11 £55,000 +10.00% 4
Surrey +51 5 £55,000 +10.00% 3
Slough +33 5 £57,500 +24.32%
Berkshire +26 5 £57,500 +15.00% 1
Guildford - 2 £63,750 -
Chichester - 1 £38,500 -
South Yorkshire - 1 - -
West Sussex - 1 £38,500 -
Herefordshire - 1 £43,000 -
Yorkshire - 1 - -
West Midlands - 1 £43,000 -
Doncaster - 1 - -

Data Analysis Expressions (DAX)
Top 30 Related IT Skills

For the 6 months to 23 January 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 with a requirement for Data Analysis Expressions (DAX).

1 175 (89.74%) Business Intelligence
2 169 (86.67%) SQL Server
3 163 (83.59%) SQL Server Analysis Services
4 147 (75.38%) SQL
5 139 (71.28%) SQL Server Integration Services
6 127 (65.13%) Power BI
6 127 (65.13%) Microsoft
7 113 (57.95%) MDX
8 109 (55.90%) Data Warehouse
9 102 (52.31%) ETL
10 99 (50.77%) SQL Server Reporting Services
11 94 (48.21%) T-SQL
12 75 (38.46%) Microsoft Azure
13 73 (37.44%) Kimball Methodology
13 73 (37.44%) Agile Software Development
14 70 (35.90%) SQL Server 2014
15 69 (35.38%) Oracle
16 62 (31.79%) Legal
17 60 (30.77%) Finance
17 60 (30.77%) Tableau
18 58 (29.74%) SQL Server 2012
19 56 (28.72%) MS Excel
20 55 (28.21%) Analytics
21 51 (26.15%) .NET
22 48 (24.62%) OLAP
23 47 (24.10%) SQL Server 2016
24 46 (23.59%) C#
25 44 (22.56%) QlikView
26 42 (21.54%) Big Data
27 40 (20.51%) Microsoft Analysis Services

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 12 (6.15%) SharePoint
1 12 (6.15%) WebSphere
2 5 (2.56%) Tomcat
3 1 (0.51%) SAS
Applications
1 56 (28.72%) MS Excel
2 12 (6.15%) MS Visio
3 5 (2.56%) MS Office
Business Applications
1 2 (1.03%) Cognos TM1
2 1 (0.51%) Oracle Financials
2 1 (0.51%) Oracle General Ledger
Cloud Services
1 75 (38.46%) Microsoft Azure
2 14 (7.18%) Data Lake Analytics
3 11 (5.64%) SaaS
4 7 (3.59%) PaaS
5 1 (0.51%) Amazon AWS
5 1 (0.51%) Google Analytics
5 1 (0.51%) Office 365
Communications & Networking
1 4 (2.05%) MVNO
Database & Business Intelligence
1 169 (86.67%) SQL Server
2 163 (83.59%) SQL Server Analysis Services
3 139 (71.28%) SQL Server Integration Services
4 127 (65.13%) Power BI
5 109 (55.90%) Data Warehouse
6 99 (50.77%) SQL Server Reporting Services
7 70 (35.90%) SQL Server 2014
8 58 (29.74%) SQL Server 2012
9 48 (24.62%) OLAP
10 47 (24.10%) SQL Server 2016
11 44 (22.56%) QlikView
12 42 (21.54%) Big Data
13 40 (20.51%) Microsoft Analysis Services
14 39 (20.00%) Azure SQL Database
15 36 (18.46%) PowerPivot
16 35 (17.95%) Relational Database
17 29 (14.87%) Data Mining
18 22 (11.28%) OLAP Cube
19 18 (9.23%) Hadoop
20 15 (7.69%) NoSQL
Development Applications
1 8 (4.10%) Maven
2 6 (3.08%) Log4j
2 6 (3.08%) Subversion
2 6 (3.08%) Visual Studio
3 5 (2.56%) Eclipse
4 2 (1.03%) JIRA
4 2 (1.03%) SQL Server Management Studio (SSMS)
5 1 (0.51%) Jenkins
General
1 62 (31.79%) Legal
2 60 (30.77%) Finance
3 37 (18.97%) Banking
4 12 (6.15%) Advertising
5 7 (3.59%) Front Office
6 5 (2.56%) Billing
6 5 (2.56%) Investment Banking
6 5 (2.56%) Marketing
6 5 (2.56%) Retail
7 4 (2.05%) Telecoms
8 2 (1.03%) Music Industry
9 1 (0.51%) Financial Institution
Job Titles
1 105 (53.85%) Developer
2 93 (47.69%) Business Intelligence Developer
3 40 (20.51%) Consultant
4 38 (19.49%) Analyst
5 36 (18.46%) Senior Developer
6 35 (17.95%) Business Developer
7 33 (16.92%) Business Intelligence Analyst
8 32 (16.41%) Senior Business Intelligence Developer
9 25 (12.82%) Architect
9 25 (12.82%) Business Intelligence Consultant
10 24 (12.31%) Senior Analyst
10 24 (12.31%) Senior Business Intelligence Analyst
11 23 (11.79%) Microsoft BI Consultant
11 23 (11.79%) Microsoft Consultant
12 21 (10.77%) SQL Developer
12 21 (10.77%) SSAS Developer
12 21 (10.77%) SSIS Developer
13 20 (10.26%) Analyst Developer
14 17 (8.72%) Business Intelligence Lead
14 17 (8.72%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 113 (57.95%) MDX
2 51 (26.15%) .NET
3 6 (3.08%) Apache Axis
3 6 (3.08%) Gson
3 6 (3.08%) JDBC
3 6 (3.08%) JMS
3 6 (3.08%) MyBatis
3 6 (3.08%) Web Services
3 6 (3.08%) XML
3 6 (3.08%) XSLT
4 5 (2.56%) ODBC
5 3 (1.54%) AngularJS
5 3 (1.54%) HTML
6 1 (0.51%) COM
6 1 (0.51%) CSS
6 1 (0.51%) D3.js
6 1 (0.51%) Leaflet
Miscellaneous
1 26 (13.33%) Visualisation
2 25 (12.82%) Analytical Skills
3 16 (8.21%) Data Integration
4 12 (6.15%) User Experience
5 8 (4.10%) Management Information System
5 8 (4.10%) NHS
6 7 (3.59%) Statistics
7 6 (3.08%) Computer Science
7 6 (3.08%) Credit Risk
8 5 (2.56%) OTC Derivatives
9 1 (0.51%) Equities
9 1 (0.51%) Fixed Income
9 1 (0.51%) Inversion of Control
9 1 (0.51%) Performance Metrics
Operating Systems
1 6 (3.08%) Linux
1 6 (3.08%) Red Hat Enterprise Linux
1 6 (3.08%) Unix
1 6 (3.08%) Windows
Processes & Methodologies
1 175 (89.74%) Business Intelligence
2 102 (52.31%) ETL
3 73 (37.44%) Agile Software Development
3 73 (37.44%) Kimball Methodology
4 55 (28.21%) Analytics
5 39 (20.00%) Dashboard Development
5 39 (20.00%) Scrum
6 34 (17.44%) Data Modelling
7 30 (15.38%) Web Development
8 29 (14.87%) Presales
9 21 (10.77%) Data Management
9 21 (10.77%) Translating Business Requirements
10 18 (9.23%) Waterfall
11 15 (7.69%) Data Visualisation
11 15 (7.69%) Mentoring
12 14 (7.18%) Continuous Improvement
13 12 (6.15%) TOGAF
13 12 (6.15%) Workflow
14 10 (5.13%) Data Analytics
15 9 (4.62%) Data Transformation
Programming Languages
1 147 (75.38%) SQL
2 94 (48.21%) T-SQL
3 46 (23.59%) C#
4 14 (7.18%) VBA
5 12 (6.15%) Java
6 8 (4.10%) PL/SQL
7 6 (3.08%) ANSI SQL
7 6 (3.08%) JavaScript
7 6 (3.08%) Perl
8 5 (2.56%) Python
9 4 (2.05%) R
10 3 (1.54%) Data Mining Extensions (DMX)
10 3 (1.54%) VB.NET
Qualifications
1 23 (11.79%) Microsoft Certification
2 11 (5.64%) Degree
3 1 (0.51%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 16 (8.21%) Data Quality
2 14 (7.18%) QA
3 7 (3.59%) ISO/IEC 27001
4 3 (1.54%) SLA
Systems Management
1 6 (3.08%) Control-M
Vendors
1 127 (65.13%) Microsoft
2 69 (35.38%) Oracle
3 60 (30.77%) Tableau
4 38 (19.49%) Sybase
5 18 (9.23%) IBM
6 12 (6.15%) Nintex
6 12 (6.15%) SAP
6 12 (6.15%) Splunk
7 6 (3.08%) Informatica
7 6 (3.08%) MicroStrategy
7 6 (3.08%) Red Hat
8 5 (2.56%) Cognos
9 4 (2.05%) Birst
9 4 (2.05%) NetSuite
9 4 (2.05%) Teradata
10 2 (1.03%) Alteryx
11 1 (0.51%) Google
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 Per Annum Plus excellent benefits
Posted: 15 hours ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £70,000 per annum + 10% Bonus
Posted: 2 days ago
London
Harvey Nash plc
Salary: £50000 - £70000 per annum
Posted: 2 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: 5 days ago
Staines
Centrica
Salary: Competitive + benefits
Posted: 5 days ago
Surrey
Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: 6 days ago
Staines
Centrica
Salary: Competitive + benefits
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 4 days ago
London
Venturi
Salary: £50000 - £55000 per annum + Bonus + Benefits + Home Working
Posted: 6 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + 20% Bonus & Benefits
Posted: 6 days ago
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: 5 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: 12 days ago
City of London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 12 days ago
London
Venturi
Salary: £70000 - £100000 per annum + Bonus + Benefits
Posted: 12 days ago
City of London
Lawrence Harvey
Salary: £45000.00 - £60000.00 per annum
Posted: 20 days ago