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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Analysis Expressions (DAX)
UK
Rank 735 877 927
Rank change year-on-year +142 +50  
Permanent jobs citing Data Analysis Expressions (DAX) 122 71 32
As % of all permanent IT jobs advertised in the UK 0.14% 0.069% 0.030%
As % of the Programming Languages category 0.26% 0.13% 0.060%
Number of salaries quoted 109 59 29
Median salary £58,000 £55,000 £42,500
Median salary % change year-on-year +5.45% +29.41%  
90% offered a salary of more than £45,000 £44,500 £26,000
10% offered a salary of more than £70,000 £72,500 £59,000
UK excluding London median salary £48,750 £50,000 £32,500
% change year-on-year -2.50% +53.84%  

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 46242 53080 53421
As % of all permanent IT job vacancies advertised in the UK 54.43% 51.56% 50.56%
Number of salaries quoted 39311 45744 45401
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

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 24 March 2017.

Salary histogram for Data Analysis Expressions (DAX) 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 24 March 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 +149 121 £58,000 +5.45% 16
London +105 98 £62,500 +13.63% 10
City of London +69 36 £62,500 +13.63% 3
South East +69 16 £55,000 +10.00%
Surrey +50 12 £55,000 +10.00%
Staines -9 4 - -
Berkshire +33 3 £50,000 -
Northamptonshire +23 3 £45,000 -10.00% 1
East Midlands +5 3 £45,000 -10.00% 2
Guildford - 3 £55,000 -
Slough +20 2 - -
North West -20 2 £42,500 - 1
East of England - 2 £32,500 - 2
Cheshire - 2 £42,500 - 1
Norwich - 2 £32,500 -
Northampton - 2 £43,750 -
Norfolk - 2 £32,500 - 1
Reading +30 1 £50,000 -
Chester - 1 £42,500 - 1
Northwich - 1 - -
Haywards Heath - 1 £45,000 -
West Sussex - 1 £45,000 -

Data Analysis Expressions (DAX)
Top 30 Related IT Skills

For the 6 months to 24 March 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).

1 206 (92.38%) SQL Server Analysis Services
2 204 (91.48%) Business Intelligence
3 202 (90.58%) SQL Server
4 192 (86.10%) SQL Server Integration Services
5 169 (75.78%) Power BI
6 163 (73.09%) SQL
7 140 (62.78%) Microsoft
8 131 (58.74%) MDX
9 127 (56.95%) ETL
10 126 (56.50%) SQL Server Reporting Services
11 118 (52.91%) Data Warehouse
12 104 (46.64%) Oracle
13 101 (45.29%) T-SQL
13 101 (45.29%) Microsoft Azure
14 95 (42.60%) Agile Software Development
15 77 (34.53%) SQL Server 2012
16 73 (32.74%) Legal
17 69 (30.94%) Finance
17 69 (30.94%) Kimball Methodology
18 67 (30.04%) SQL Server 2014
18 67 (30.04%) SQL Server 2016
19 66 (29.60%) QlikView
20 62 (27.80%) Tableau
21 60 (26.91%) .NET
22 59 (26.46%) Analytics
23 55 (24.66%) Dashboard Development
24 54 (24.22%) Scrum
25 53 (23.77%) MS Excel
25 53 (23.77%) Big Data
26 52 (23.32%) Azure SQL Database

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 15 (6.73%) SharePoint
2 10 (4.48%) WebSphere
3 4 (1.79%) SAS
3 4 (1.79%) SharePoint 2013
4 2 (0.90%) Tomcat
Applications
1 53 (23.77%) MS Excel
2 10 (4.48%) MS Visio
3 2 (0.90%) MS Office
Business Applications
1 1 (0.45%) Cognos TM1
1 1 (0.45%) Oracle Financials
1 1 (0.45%) Oracle General Ledger
Cloud Services
1 101 (45.29%) Microsoft Azure
2 10 (4.48%) Data Lake Analytics
3 7 (3.14%) SaaS
4 5 (2.24%) PaaS
5 1 (0.45%) Google Analytics
5 1 (0.45%) Google Cloud Platform
Communications & Networking
1 4 (1.79%) MVNO
Database & Business Intelligence
1 206 (92.38%) SQL Server Analysis Services
2 202 (90.58%) SQL Server
3 192 (86.10%) SQL Server Integration Services
4 169 (75.78%) Power BI
5 126 (56.50%) SQL Server Reporting Services
6 118 (52.91%) Data Warehouse
7 77 (34.53%) SQL Server 2012
8 67 (30.04%) SQL Server 2014
8 67 (30.04%) SQL Server 2016
9 66 (29.60%) QlikView
10 53 (23.77%) Big Data
11 52 (23.32%) Azure SQL Database
12 37 (16.59%) OLAP
13 32 (14.35%) Relational Database
14 30 (13.45%) PowerPivot
15 27 (12.11%) Microsoft Analysis Services
16 24 (10.76%) Data Mining
17 15 (6.73%) Hadoop
18 12 (5.38%) BusinessObjects
18 12 (5.38%) OLAP Cube
Development Applications
1 9 (4.04%) Maven
2 5 (2.24%) Jenkins
3 4 (1.79%) Git (software)
3 4 (1.79%) Octopus Deploy
3 4 (1.79%) TeamCity
3 4 (1.79%) Visual Studio
4 3 (1.35%) Log4j
4 3 (1.35%) Subversion
5 2 (0.90%) Eclipse
6 1 (0.45%) MSTest
6 1 (0.45%) SpecFlow
General
1 73 (32.74%) Legal
2 69 (30.94%) Finance
3 51 (22.87%) Banking
4 13 (5.83%) Advertising
5 6 (2.69%) Marketing
6 5 (2.24%) Retail
7 4 (1.79%) Front Office
7 4 (1.79%) Telecoms
8 3 (1.35%) Investment Banking
9 2 (0.90%) Music Industry
10 1 (0.45%) Financial Institution
10 1 (0.45%) Law
Job Titles
1 125 (56.05%) Developer
2 101 (45.29%) Business Intelligence Developer
3 39 (17.49%) Consultant
3 39 (17.49%) Senior Developer
4 38 (17.04%) Business Developer
5 36 (16.14%) Analyst
5 36 (16.14%) Senior Business Intelligence Developer
6 32 (14.35%) Business Intelligence Consultant
7 31 (13.90%) Business Intelligence Analyst
7 31 (13.90%) SQL Developer
8 30 (13.45%) Microsoft BI Consultant
8 30 (13.45%) Microsoft Consultant
8 30 (13.45%) SSAS Developer
9 29 (13.00%) Dashboard Developer
10 26 (11.66%) Senior Analyst
10 26 (11.66%) Senior Business Intelligence Analyst
11 24 (10.76%) SSIS Developer
12 23 (10.31%) SSRS Developer
13 21 (9.42%) Azure Consultant
13 21 (9.42%) Power BI Developer
Libraries, Frameworks & Software Standards
1 131 (58.74%) MDX
2 60 (26.91%) .NET
3 7 (3.14%) AngularJS
4 3 (1.35%) Apache Axis
4 3 (1.35%) Gson
4 3 (1.35%) HTML
4 3 (1.35%) JDBC
4 3 (1.35%) JMS
4 3 (1.35%) MyBatis
4 3 (1.35%) XML
4 3 (1.35%) XSLT
5 2 (0.90%) ODBC
5 2 (0.90%) Web Services
6 1 (0.45%) CSS
Miscellaneous
1 16 (7.17%) User Experience
2 13 (5.83%) Analytical Skills
3 9 (4.04%) NHS
4 5 (2.24%) Computer Science
4 5 (2.24%) Management Information System
4 5 (2.24%) Replication
5 4 (1.79%) Clustering
6 3 (1.35%) Credit Risk
7 2 (0.90%) OTC Derivatives
8 1 (0.45%) BBC
8 1 (0.45%) Blog
8 1 (0.45%) Data Protection Act
8 1 (0.45%) Digital Media
8 1 (0.45%) Equities
8 1 (0.45%) Fixed Income
Operating Systems
1 3 (1.35%) Linux
1 3 (1.35%) Red Hat Enterprise Linux
1 3 (1.35%) Unix
1 3 (1.35%) Windows
Processes & Methodologies
1 204 (91.48%) Business Intelligence
2 127 (56.95%) ETL
3 95 (42.60%) Agile Software Development
4 69 (30.94%) Kimball Methodology
5 59 (26.46%) Analytics
6 55 (24.66%) Dashboard Development
7 54 (24.22%) Scrum
8 47 (21.08%) Web Development
9 35 (15.70%) Mentoring
10 34 (15.25%) Visualisation
11 33 (14.80%) Data Visualisation
12 27 (12.11%) Data Modelling
12 27 (12.11%) Presales
13 26 (11.66%) Data Management
13 26 (11.66%) Waterfall
14 24 (10.76%) Stakeholder Management
15 22 (9.87%) Data Integration
16 12 (5.38%) Continuous Integration
16 12 (5.38%) Data Analytics
17 10 (4.48%) Workflow
Programming Languages
1 163 (73.09%) SQL
2 101 (45.29%) T-SQL
3 42 (18.83%) C#
4 13 (5.83%) Java
5 10 (4.48%) JavaScript
6 8 (3.59%) VBA
7 5 (2.24%) Python
7 5 (2.24%) R
7 5 (2.24%) VB.NET
8 4 (1.79%) PowerShell
9 3 (1.35%) ANSI SQL
9 3 (1.35%) Data Mining Extensions (DMX)
9 3 (1.35%) Perl
9 3 (1.35%) PL/SQL
Qualifications
1 30 (13.45%) Microsoft Certification
2 9 (4.04%) Degree
3 2 (0.90%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 17 (7.62%) QA
2 13 (5.83%) Data Quality
3 5 (2.24%) Cyber Essentials
3 5 (2.24%) ISO/IEC 27001
Systems Management
1 3 (1.35%) Control-M
Vendors
1 140 (62.78%) Microsoft
2 104 (46.64%) Oracle
3 62 (27.80%) Tableau
4 52 (23.32%) Sybase
5 13 (5.83%) IBM
6 10 (4.48%) Nintex
6 10 (4.48%) SAP
7 8 (3.59%) Cognos
8 5 (2.24%) Alteryx
8 5 (2.24%) MicroStrategy
9 4 (1.79%) Birst
9 4 (1.79%) Splunk
9 4 (1.79%) Teradata
10 3 (1.35%) Informatica
10 3 (1.35%) Red Hat
11 1 (0.45%) Google
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 6 hours ago
Chester, Cheshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: Yesterday
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: Yesterday
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: Yesterday
London
ReThink Recruitment
Posted: Yesterday
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: Yesterday
London
Austin Fraser
Salary: £60000 - £85000 per annum
Posted: 3 days ago
Norfolk
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 4 days ago
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 Per Annum Plus excellent benefits
Posted: 5 days ago
Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 16 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 16 days ago
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 25 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 25 days ago
City of London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 25 days ago