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

Data Analysis Expressions (DAX)
UK
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 759 890 938
Rank change year-on-year +131 +48  
Permanent jobs citing Data Analysis Expressions (DAX) 106 60 47
As % of all permanent IT jobs advertised in the UK 0.12% 0.058% 0.042%
As % of the Programming Languages category 0.22% 0.11% 0.083%
Number of salaries quoted 92 53 45
Median salary £55,000 £55,000 £42,500
Median salary % change year-on-year - +29.41%  
90% offered a salary of more than £40,000 £37,300 £26,400
10% offered a salary of more than £67,500 £72,000 £71,000
UK excluding London median salary £45,000 £48,750 £35,000
% change year-on-year -7.69% +39.28%  

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 47732 53746 56365
As % of all permanent IT job vacancies advertised in the UK 55.49% 51.80% 50.92%
Number of salaries quoted 40629 46442 47917
Median salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year +1.21% +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 April 2017.

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

Data Analysis Expressions (DAX)
Top 23 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 April 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 +138 105 £55,000 - 12
London +96 75 £57,500 +4.54% 5
City of London +35 15 £62,500 +2.04%
South East +80 13 £52,500 - 2
Surrey +63 10 £55,000 +4.76%
East Midlands - 5 £47,500 - 3
Staines - 5 - -
Northamptonshire - 5 £47,500 - 1
North West -20 4 £42,500 -20.93%
Cheshire - 4 £42,500 -
Norfolk - 4 £32,500 -
Northampton - 4 £46,250 -
Birmingham - 4 £40,000 -
West Midlands - 4 £40,000 -
East of England - 4 £32,500 -
Chester - 3 £42,500 -
Guildford - 3 £55,000 -
Norwich - 3 £32,500 -
Reading - 2 £48,750 - 1
Berkshire - 2 £48,750 - 1
West Sussex - 1 £45,000 -
Northwich - 1 - -
Haywards Heath - 1 £45,000 -

For the 6 months to 27 April 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).

1 205 (93.61%) SQL Server Analysis Services
2 203 (92.69%) Business Intelligence
3 199 (90.87%) SQL Server
4 195 (89.04%) SQL Server Integration Services
5 166 (75.80%) Power BI
6 161 (73.52%) SQL
7 133 (60.73%) Microsoft
7 133 (60.73%) MDX
8 128 (58.45%) ETL
9 126 (57.53%) SQL Server Reporting Services
10 106 (48.40%) Data Warehouse
11 103 (47.03%) T-SQL
11 103 (47.03%) Oracle
12 100 (45.66%) Microsoft Azure
13 92 (42.01%) Agile Software Development
14 80 (36.53%) SQL Server 2012
15 71 (32.42%) QlikView
15 71 (32.42%) Legal
16 70 (31.96%) SQL Server 2016
17 68 (31.05%) Finance
18 63 (28.77%) Kimball Methodology
18 63 (28.77%) Tableau
19 57 (26.03%) Dashboard Development
20 56 (25.57%) SQL Server 2014
21 55 (25.11%) Analytics
21 55 (25.11%) .NET
22 54 (24.66%) Scrum
23 51 (23.29%) Big Data
24 50 (22.83%) Sybase
25 49 (22.37%) Banking

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 16 (7.31%) SharePoint
2 9 (4.11%) WebSphere
3 7 (3.20%) SAS
4 6 (2.74%) SharePoint 2013
Applications
1 27 (12.33%) Microsoft Excel
2 9 (4.11%) MS Visio
Business Applications
1 1 (0.46%) Oracle Financials
1 1 (0.46%) Oracle General Ledger
Cloud Services
1 100 (45.66%) Microsoft Azure
2 5 (2.28%) Data Lake Analytics
3 4 (1.83%) PaaS
3 4 (1.83%) SaaS
4 1 (0.46%) Google Analytics
4 1 (0.46%) Google Cloud Platform
4 1 (0.46%) SurveyMonkey
Communications & Networking
1 4 (1.83%) MVNO
2 1 (0.46%) SAN
Database & Business Intelligence
1 205 (93.61%) SQL Server Analysis Services
2 199 (90.87%) SQL Server
3 195 (89.04%) SQL Server Integration Services
4 166 (75.80%) Power BI
5 126 (57.53%) SQL Server Reporting Services
6 106 (48.40%) Data Warehouse
7 80 (36.53%) SQL Server 2012
8 71 (32.42%) QlikView
9 70 (31.96%) SQL Server 2016
10 56 (25.57%) SQL Server 2014
11 51 (23.29%) Big Data
12 46 (21.00%) Azure SQL Database
13 29 (13.24%) OLAP
13 29 (13.24%) PowerPivot
14 25 (11.42%) Microsoft Analysis Services
15 23 (10.50%) Relational Database
16 15 (6.85%) Data Mining
17 13 (5.94%) BusinessObjects
18 12 (5.48%) Hadoop
19 9 (4.11%) PerformancePoint
Development Applications
1 7 (3.20%) Git (software)
1 7 (3.20%) Maven
1 7 (3.20%) Octopus Deploy
2 6 (2.74%) TeamCity
3 5 (2.28%) Jenkins
4 1 (0.46%) ERwin
4 1 (0.46%) Log4j
4 1 (0.46%) MSTest
4 1 (0.46%) PowerDesigner
4 1 (0.46%) SpecFlow
4 1 (0.46%) Subversion
4 1 (0.46%) Talend Open Studio
4 1 (0.46%) Team Foundation Server
4 1 (0.46%) Visual Studio
General
1 71 (32.42%) Legal
2 68 (31.05%) Finance
3 49 (22.37%) Banking
4 9 (4.11%) Advertising
5 8 (3.65%) Retail
6 5 (2.28%) Marketing
7 4 (1.83%) Telecoms
8 2 (0.91%) Front Office
8 2 (0.91%) Music Industry
9 1 (0.46%) Financial Institution
9 1 (0.46%) Investment Banking
9 1 (0.46%) Law
Job Titles
1 125 (57.08%) Developer
2 98 (44.75%) Business Intelligence Developer
3 42 (19.18%) Senior Developer
3 42 (19.18%) SQL Developer
4 39 (17.81%) Business Developer
4 39 (17.81%) Senior Business Intelligence Developer
5 38 (17.35%) SSAS Developer
6 36 (16.44%) Analyst
7 32 (14.61%) Consultant
8 31 (14.16%) Business Intelligence Analyst
9 30 (13.70%) SSRS Developer
10 29 (13.24%) Dashboard Developer
10 29 (13.24%) SSIS Developer
11 26 (11.87%) Senior Analyst
11 26 (11.87%) Senior Business Intelligence Analyst
12 25 (11.42%) SQL BI Developer
13 24 (10.96%) Business Intelligence Consultant
14 22 (10.05%) Microsoft BI Consultant
14 22 (10.05%) Microsoft Consultant
15 21 (9.59%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 133 (60.73%) MDX
2 55 (25.11%) .NET
3 7 (3.20%) AngularJS
4 3 (1.37%) HTML
5 1 (0.46%) Apache Axis
5 1 (0.46%) CSS
5 1 (0.46%) D3.js
5 1 (0.46%) Gson
5 1 (0.46%) JDBC
5 1 (0.46%) JMS
5 1 (0.46%) MyBatis
5 1 (0.46%) XML
5 1 (0.46%) XSLT
Miscellaneous
1 17 (7.76%) User Experience
2 9 (4.11%) NHS
3 8 (3.65%) Greenfield Project
3 8 (3.65%) Replication
4 7 (3.20%) Analytical Skills
4 7 (3.20%) Clustering
5 5 (2.28%) Computer Science
5 5 (2.28%) Management Information System
6 1 (0.46%) BBC
6 1 (0.46%) Blog
6 1 (0.46%) Credit Risk
6 1 (0.46%) Data Protection Act
6 1 (0.46%) Digital Media
6 1 (0.46%) Equities
6 1 (0.46%) Fixed Income
6 1 (0.46%) Hedge funds
Operating Systems
1 1 (0.46%) Linux
1 1 (0.46%) Red Hat Enterprise Linux
1 1 (0.46%) Unix
1 1 (0.46%) Windows
Processes & Methodologies
1 203 (92.69%) Business Intelligence
2 128 (58.45%) ETL
3 92 (42.01%) Agile Software Development
4 63 (28.77%) Kimball Methodology
5 57 (26.03%) Dashboard Development
6 55 (25.11%) Analytics
7 54 (24.66%) Scrum
8 47 (21.46%) Web Development
9 45 (20.55%) Mentoring
10 34 (15.53%) Visualisation
11 33 (15.07%) Data Visualisation
12 28 (12.79%) Stakeholder Management
13 25 (11.42%) Data Management
13 25 (11.42%) Data Modelling
13 25 (11.42%) Waterfall
14 24 (10.96%) Data Integration
15 21 (9.59%) Presales
16 18 (8.22%) Continuous Integration
17 10 (4.57%) Kanban
18 9 (4.11%) Translating Business Requirements
Programming Languages
1 161 (73.52%) SQL
2 103 (47.03%) T-SQL
3 36 (16.44%) C#
4 11 (5.02%) Java
4 11 (5.02%) JavaScript
5 8 (3.65%) PowerShell
6 6 (2.74%) VBA
7 5 (2.28%) Python
7 5 (2.28%) R
8 4 (1.83%) VB.NET
9 3 (1.37%) Data Mining Extensions (DMX)
10 1 (0.46%) ANSI SQL
10 1 (0.46%) Perl
10 1 (0.46%) PL/SQL
Qualifications
1 28 (12.79%) Microsoft Certification
2 8 (3.65%) Degree
3 2 (0.91%) PRINCE2 Practitioner
4 1 (0.46%) MCP
Quality Assurance & Compliance
1 16 (7.31%) QA
2 13 (5.94%) Data Quality
3 4 (1.83%) Cyber Essentials
3 4 (1.83%) ISO/IEC 27001
System Software
1 1 (0.46%) Virtual Machines
Systems Management
1 2 (0.91%) Control-M
2 1 (0.46%) Failover Clustering
2 1 (0.46%) Opscode Chef
2 1 (0.46%) Puppet
Vendors
1 133 (60.73%) Microsoft
2 103 (47.03%) Oracle
3 63 (28.77%) Tableau
4 50 (22.83%) Sybase
5 10 (4.57%) Cognos
5 10 (4.57%) IBM
6 9 (4.11%) Nintex
6 9 (4.11%) SAP
7 8 (3.65%) Alteryx
8 4 (1.83%) Teradata
9 2 (0.91%) Informatica
9 2 (0.91%) MicroStrategy
10 1 (0.46%) Birst
10 1 (0.46%) Google
10 1 (0.46%) Red Hat
10 1 (0.46%) Talend
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 18 hours ago
Leicestershire
Nigel Frank International
Salary: £45000 - £50000 per annum + Competitive package, bonus scheme
Posted: Yesterday
Northamptonshire
Nigel Frank International
Salary: £45000 - £50000 per annum + Health care, Pension scheme
Posted: 2 days ago
Tonbridge
Nigel Frank International
Salary: £40000 - £50000 per annum + Benefits
Posted: 7 days ago
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: 7 days ago
Leeds, West Yorkshire
Networkers
Salary: £49000 - £60000 per annum + Excellent Benefits Package
Posted: 2 days ago
Reading
Nigel Frank International
Salary: £45000 - £50000 per annum
Posted: 7 days ago
Wakefield, West Yorkshire
Morson International
Salary: £30000 - £50000 per annum + benefits
Posted: 17 days ago
South East London
Venturi
Salary: £45000 - £50000 per annum + 2 days from home + Bonus + Benefits
Posted: 16 days ago
London
Networkers
Salary: £60000 - £70000 per annum + Excellent benefits package
Posted: 6 days ago
London
TRG
Salary: 50000 Per Annum Plus excellent benefits
Posted: 25 days ago