The following table provides summary statistics for permanent job vacancies 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 800 870 915
Rank change year-on-year +70 +45  
Permanent jobs citing Data Analysis Expressions (DAX) 90 62 67
As % of all permanent IT jobs advertised in the UK 0.10% 0.063% 0.061%
As % of the Programming Languages category 0.18% 0.12% 0.12%
Number of salaries quoted 73 50 62
Median salary £50,000 £60,000 £55,000
Median salary % change year-on-year -16.66% +9.09%  
90% offered a salary of more than £40,000 £41,450 £35,000
10% offered a salary of more than £67,500 £70,000 £75,000
UK excluding London median salary £40,000 £47,500 £38,250
% change year-on-year -15.78% +24.18%  

Data Analysis Expressions (DAX) is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for programming language skills.

Programming Language Skills
UK
Permanent job vacancies with a requirement for programming language skills 49978 51998 56343
As % of all permanent IT job vacancies advertised in the UK 56.06% 52.81% 51.49%
Number of salaries quoted 41844 45052 48044
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £30,250 £30,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Data Analysis Expressions (DAX)
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Analysis Expressions (DAX) as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Data Analysis Expressions (DAX) 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).

Salary trend for Data Analysis Expressions (DAX) in the UK

Data Analysis Expressions (DAX)
Salary Histogram

The salary distribution of IT jobs citing Data Analysis Expressions (DAX) over the 3 months to 27 June 2017.

Salary histogram for Data Analysis Expressions (DAX) in the UK

Data Analysis Expressions (DAX)
Top 30 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 27 June 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 +73 90 £50,000 -16.66% 6
London +44 46 £62,500 -3.84% 3
West Midlands - 21 £40,000 -
Birmingham - 18 £40,000 -
East Midlands - 9 £45,000 -
Northamptonshire - 6 £46,250 -
South East +38 5 £43,750 -16.66% 1
City of London +21 3 £57,500 -8.00%
Nottingham - 3 £35,000 -
Nottinghamshire - 3 £35,000 -
Berkshire +25 2 £47,500 -26.92%
North West -44 2 £42,500 +11.11% 2
Northampton - 2 £47,500 -
Leeds - 2 £54,500 -
Chester - 2 £42,500 -
Solihull - 2 £40,000 -
Reading - 2 £47,500 -
Cheshire - 2 £42,500 -
Midlands - 2 £58,000 -
Yorkshire - 2 £54,500 -
West Yorkshire - 2 £54,500 -
Surrey +29 1 - - 1
South West -4 1 £50,000 +11.11%
Wiltshire - 1 £50,000 -
Staffordshire - 1 £47,500 -
Oxfordshire - 1 £37,500 -
Norfolk - 1 £32,500 -
Kent - 1 £40,000 -
Tunbridge Wells - 1 £40,000 -
Swindon - 1 £50,000 -

For the 6 months to 27 June 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).

1 198 (95.19%) SQL Server Analysis Services
2 194 (93.27%) SQL Server Integration Services
3 192 (92.31%) Business Intelligence
4 190 (91.35%) SQL Server
5 161 (77.40%) Power BI
6 159 (76.44%) SQL
7 148 (71.15%) SQL Server Reporting Services
8 146 (70.19%) MDX
9 137 (65.87%) Microsoft
10 124 (59.62%) ETL
11 109 (52.40%) Microsoft Azure
12 107 (51.44%) T-SQL
13 105 (50.48%) Data Warehouse
14 89 (42.79%) Oracle
15 88 (42.31%) Agile Software Development
16 77 (37.02%) Legal
17 76 (36.54%) QlikView
18 75 (36.06%) Tableau
18 75 (36.06%) Kimball Methodology
19 71 (34.13%) SQL Server 2012
20 66 (31.73%) SQL Server 2016
21 63 (30.29%) .NET
22 56 (26.92%) Mentoring
23 50 (24.04%) Scrum
23 50 (24.04%) SQL Server 2014
24 49 (23.56%) Big Data
25 45 (21.63%) Finance
26 44 (21.15%) C#
26 44 (21.15%) Azure SQL Data Warehouse
27 38 (18.27%) Dashboard Development

Data Analysis Expressions (DAX)
Co-occurring 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 15 (7.21%) SharePoint
2 8 (3.85%) SAS
3 6 (2.88%) SharePoint 2013
3 6 (2.88%) WebSphere
Applications
1 22 (10.58%) Microsoft Excel
2 6 (2.88%) MS Visio
Cloud Services
1 109 (52.40%) Microsoft Azure
2 5 (2.40%) PaaS
2 5 (2.40%) SaaS
3 4 (1.92%) Azure Data Factory
4 3 (1.44%) Data Lake Analytics
5 1 (0.48%) Amazon AWS
5 1 (0.48%) Cortana Intelligence Suite
5 1 (0.48%) Google Analytics
5 1 (0.48%) Google Cloud Platform
5 1 (0.48%) IaaS
5 1 (0.48%) SurveyMonkey
Communications & Networking
1 1 (0.48%) MVNO
1 1 (0.48%) SAN
Database & Business Intelligence
1 198 (95.19%) SQL Server Analysis Services
2 194 (93.27%) SQL Server Integration Services
3 190 (91.35%) SQL Server
4 161 (77.40%) Power BI
5 148 (71.15%) SQL Server Reporting Services
6 105 (50.48%) Data Warehouse
7 76 (36.54%) QlikView
8 71 (34.13%) SQL Server 2012
9 66 (31.73%) SQL Server 2016
10 50 (24.04%) SQL Server 2014
11 49 (23.56%) Big Data
12 44 (21.15%) Azure SQL Data Warehouse
13 30 (14.42%) Azure SQL Database
14 27 (12.98%) Relational Database
15 23 (11.06%) OLAP
16 21 (10.10%) SQL Server 2008
17 18 (8.65%) Data Mining
18 17 (8.17%) PowerPivot
19 13 (6.25%) Microsoft Analysis Services
20 12 (5.77%) BusinessObjects
Development Applications
1 8 (3.85%) Octopus Deploy
2 7 (3.37%) Git (software)
3 6 (2.88%) TeamCity
4 5 (2.40%) Maven
5 4 (1.92%) Jenkins
6 3 (1.44%) Team Foundation Server
7 2 (0.96%) Talend Open Studio
8 1 (0.48%) ERwin
8 1 (0.48%) MSTest
8 1 (0.48%) PowerDesigner
8 1 (0.48%) SpecFlow
8 1 (0.48%) Visual Studio
8 1 (0.48%) Visual Studio Team System
General
1 77 (37.02%) Legal
2 45 (21.63%) Finance
3 32 (15.38%) Banking
4 22 (10.58%) Retail
5 12 (5.77%) Advertising
6 3 (1.44%) Marketing
7 1 (0.48%) Games
7 1 (0.48%) Investment Banking
7 1 (0.48%) Law
7 1 (0.48%) Telecoms
Job Titles
1 127 (61.06%) Developer
2 92 (44.23%) Business Intelligence Developer
3 52 (25.00%) SQL Developer
4 46 (22.12%) SSAS Developer
5 43 (20.67%) SSRS Developer
6 42 (20.19%) SSIS Developer
7 37 (17.79%) SQL BI Developer
8 33 (15.87%) Senior Developer
8 33 (15.87%) SQL Server Developer
9 32 (15.38%) Senior Business Intelligence Developer
10 31 (14.90%) Consultant
11 28 (13.46%) Dashboard Developer
12 25 (12.02%) SQL Server BI Developer
13 24 (11.54%) Business Developer
14 22 (10.58%) Power BI Developer
15 17 (8.17%) Business Intelligence Consultant
16 15 (7.21%) Report Developer
17 14 (6.73%) T-SQL Developer
18 13 (6.25%) Microsoft BI Consultant
18 13 (6.25%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 146 (70.19%) MDX
2 63 (30.29%) .NET
3 6 (2.88%) AngularJS
4 2 (0.96%) HTML
5 1 (0.48%) D3.js
Miscellaneous
1 9 (4.33%) User Experience
2 8 (3.85%) Greenfield Project
2 8 (3.85%) Replication
3 7 (3.37%) Clustering
4 5 (2.40%) Computer Science
4 5 (2.40%) Management Information System
5 3 (1.44%) Analytical Skills
5 3 (1.44%) NHS
6 1 (0.48%) BBC
6 1 (0.48%) Blog
6 1 (0.48%) Data Protection Act
6 1 (0.48%) Digital Media
6 1 (0.48%) Hedge funds
6 1 (0.48%) Reinsurance
Processes & Methodologies
1 192 (92.31%) Business Intelligence
2 124 (59.62%) ETL
3 88 (42.31%) Agile Software Development
4 75 (36.06%) Kimball Methodology
5 56 (26.92%) Mentoring
6 50 (24.04%) Scrum
7 38 (18.27%) Analytics
7 38 (18.27%) Dashboard Development
8 37 (17.79%) Visualisation
9 33 (15.87%) Data Visualisation
10 31 (14.90%) Web Development
11 26 (12.50%) Data Integration
11 26 (12.50%) Stakeholder Management
12 24 (11.54%) Waterfall
13 23 (11.06%) Data Management
13 23 (11.06%) Data Modelling
14 17 (8.17%) Continuous Integration
15 13 (6.25%) Performance Tuning
15 13 (6.25%) Presales
16 9 (4.33%) Kanban
Programming Languages
1 159 (76.44%) SQL
2 107 (51.44%) T-SQL
3 44 (21.15%) C#
4 12 (5.77%) PowerShell
5 8 (3.85%) JavaScript
6 7 (3.37%) Java
7 4 (1.92%) VBA
8 3 (1.44%) R
8 3 (1.44%) VB.NET
9 2 (0.96%) Python
10 1 (0.48%) Data Mining Extensions (DMX)
Qualifications
1 26 (12.50%) Microsoft Certification
2 7 (3.37%) Degree
3 3 (1.44%) PRINCE2 Practitioner
4 1 (0.48%) Computer Science Degree
4 1 (0.48%) MCITP
4 1 (0.48%) MCP
4 1 (0.48%) MCSE
4 1 (0.48%) Numerate Degree
Quality Assurance & Compliance
1 7 (3.37%) Data Quality
2 5 (2.40%) Cyber Essentials
2 5 (2.40%) ISO/IEC 27001
2 5 (2.40%) QA
System Software
1 1 (0.48%) Virtual Machines
Systems Management
1 1 (0.48%) Control-M
1 1 (0.48%) Failover Clustering
1 1 (0.48%) Opscode Chef
1 1 (0.48%) Puppet
Vendors
1 137 (65.87%) Microsoft
2 89 (42.79%) Oracle
3 75 (36.06%) Tableau
4 32 (15.38%) Sybase
5 14 (6.73%) Cognos
6 11 (5.29%) Alteryx
7 7 (3.37%) SAP
8 6 (2.88%) IBM
8 6 (2.88%) Nintex
9 2 (0.96%) MicroStrategy
9 2 (0.96%) Talend
10 1 (0.48%) Birst
10 1 (0.48%) Google
10 1 (0.48%) Informatica
10 1 (0.48%) RedGate
10 1 (0.48%) Teradata
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 Per Annum Plus excellent benefits
Posted: 2 hours ago
London
Nigel Frank International
Salary: £55000 - £65000 per annum
Posted: Yesterday
Manchester
Nigel Frank International
Salary: £50000 - £65000 per annum + company benefits
Posted: Yesterday
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 2 days ago
Manchester, Lancashire
Premier IT
Posted: 4 days ago