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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analysis Expressions (DAX)
Rank 792 915 975
Rank change year-on-year
+123 +60
Permanent jobs citing Data Analysis Expressions (DAX) 84 40 15
As % of all permanent IT jobs located in the UK 0.094% 0.038% 0.013%
As % of the Programming Languages category 0.17% 0.072% 0.026%
Number of salaries quoted 80 26 15
Median salary £55,000 £61,250 £55,000
Median salary % change year-on-year
-10.20% +11.36%
90% offered a salary of more than £41,000 £47,500 £48,500
10% offered a salary of more than £87,500 £85,000 £64,500
UK excluding London median salary £45,000 £60,000 £60,000
% change year-on-year
-25.00% -

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
48068 55558 56926
As % of all permanent IT jobs located in the UK 53.62% 52.32% 50.18%
Number of salaries quoted 41260 47685 48741
Median salary £47,500 £45,000 £43,500
Median salary % change year-on-year
+5.55% +3.44%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £73,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 9 December 2016 within the UK.

Data Analysis Expressions (DAX) Salary Histogram in the UK

Data Analysis Expressions (DAX)
Top 25 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 9 December 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 +112 82 £55,000 -10.20% 13
London +93 57 £62,500 -3.84% 11
City of London +51 27 £62,500 +13.63% 3
South East +80 12 £61,250 +2.08% 1
Surrey +32 11 £62,500 +4.16%
Yorkshire - 8 £45,000 -
Leeds - 7 £45,000 -
West Yorkshire - 7 £45,000 -
Guildford - 6 £62,500 -
East of England +19 2 £45,000 -25.00%
Godalming - 2 £50,000 -
West Midlands - 2 £43,500 -
Herefordshire - 2 £43,500 -
North West - 1 £40,000 -
West Sussex - 1 £38,500 -
Newport - 1 £45,000 -
South Wales - 1 £45,000 -
Chichester - 1 £38,500 -
Chorley - 1 £40,000 -
Doncaster - 1 - -
Lancashire - 1 £40,000 -
South Yorkshire - 1 - -
Wales - 1 £45,000 -
Bedfordshire - 1 £50,000 -
Suffolk - 1 £40,000 -

Data Analysis Expressions (DAX)
Top 30 Related IT Skills

For the 6 months to 9 December 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).

1 154 (90.06%) Business Intelligence
2 145 (84.80%) SQL Server
3 142 (83.04%) SQL
4 132 (77.19%) SQL Server Analysis Services
5 128 (74.85%) Microsoft
6 112 (65.50%) SQL Server Integration Services
7 107 (62.57%) MDX
8 105 (61.40%) Data Warehouse
9 104 (60.82%) SQL Server Reporting Services
10 98 (57.31%) Power BI
11 96 (56.14%) T-SQL
12 82 (47.95%) ETL
13 76 (44.44%) SQL Server 2014
14 70 (40.94%) Kimball Methodology
15 65 (38.01%) Agile Software Development
16 63 (36.84%) MS Excel
17 61 (35.67%) SQL Server 2012
17 61 (35.67%) Microsoft Azure
18 51 (29.82%) Analytics
18 51 (29.82%) Tableau
19 47 (27.49%) OLAP
20 46 (26.90%) Data Modelling
20 46 (26.90%) Legal
21 44 (25.73%) Microsoft Analysis Services
22 43 (25.15%) Finance
23 41 (23.98%) C#
23 41 (23.98%) SQL Server 2016
24 39 (22.81%) PowerPivot
25 37 (21.64%) .NET
26 34 (19.88%) Relational 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 17 (9.94%) SharePoint
2 10 (5.85%) WebSphere
3 5 (2.92%) Tomcat
4 2 (1.17%) SAS
5 1 (0.58%) SharePoint 2013
Applications
1 63 (36.84%) MS Excel
2 10 (5.85%) MS Visio
3 5 (2.92%) MS Office
Business Applications
1 2 (1.17%) Cognos TM1
1 2 (1.17%) Oracle Financials
Cloud Services
1 61 (35.67%) Microsoft Azure
2 13 (7.60%) Data Lake Analytics
3 11 (6.43%) SaaS
4 6 (3.51%) PaaS
5 3 (1.75%) Amazon AWS
5 3 (1.75%) Google Analytics
6 1 (0.58%) AdWords
6 1 (0.58%) Office 365
Database & Business Intelligence
1 145 (84.80%) SQL Server
2 132 (77.19%) SQL Server Analysis Services
3 112 (65.50%) SQL Server Integration Services
4 105 (61.40%) Data Warehouse
5 104 (60.82%) SQL Server Reporting Services
6 98 (57.31%) Power BI
7 76 (44.44%) SQL Server 2014
8 61 (35.67%) SQL Server 2012
9 47 (27.49%) OLAP
10 44 (25.73%) Microsoft Analysis Services
11 41 (23.98%) SQL Server 2016
12 39 (22.81%) PowerPivot
13 34 (19.88%) Relational Database
14 30 (17.54%) Big Data
14 30 (17.54%) QlikView
15 28 (16.37%) Azure SQL Database
15 28 (16.37%) Data Mining
16 23 (13.45%) OLAP Cube
17 19 (11.11%) NoSQL
18 16 (9.36%) Data Mart
Development Applications
1 9 (5.26%) Visual Studio
2 6 (3.51%) Log4j
2 6 (3.51%) Maven
2 6 (3.51%) Subversion
3 5 (2.92%) Eclipse
3 5 (2.92%) JIRA
3 5 (2.92%) SQL Server Management Studio (SSMS)
General
1 46 (26.90%) Legal
2 43 (25.15%) Finance
3 11 (6.43%) Banking
4 9 (5.26%) Advertising
5 7 (4.09%) Front Office
6 6 (3.51%) Billing
7 5 (2.92%) Investment Banking
7 5 (2.92%) Marketing
8 2 (1.17%) Music Industry
8 2 (1.17%) Publishing
9 1 (0.58%) Financial Institution
9 1 (0.58%) Retail
Job Titles
1 92 (53.80%) Developer
2 84 (49.12%) Business Intelligence Developer
3 35 (20.47%) Consultant
4 26 (15.20%) SSIS Developer
5 25 (14.62%) Senior Developer
6 22 (12.87%) Analyst
6 22 (12.87%) Architect
6 22 (12.87%) Microsoft BI Developer
6 22 (12.87%) Senior Business Intelligence Developer
6 22 (12.87%) SSAS Developer
7 21 (12.28%) Business Intelligence Consultant
7 21 (12.28%) SQL Developer
8 18 (10.53%) Business Intelligence Analyst
8 18 (10.53%) Microsoft BI Consultant
8 18 (10.53%) Microsoft Consultant
9 17 (9.94%) Business Intelligence Lead
9 17 (9.94%) SQL BI Developer
10 16 (9.36%) ETL Developer
10 16 (9.36%) Microsoft Developer
11 12 (7.02%) Data Architect
Libraries, Frameworks & Software Standards
1 107 (62.57%) MDX
2 37 (21.64%) .NET
3 6 (3.51%) Apache Axis
3 6 (3.51%) Gson
3 6 (3.51%) JDBC
3 6 (3.51%) JMS
3 6 (3.51%) MyBatis
3 6 (3.51%) Web Services
3 6 (3.51%) XML
3 6 (3.51%) XSLT
4 5 (2.92%) ODBC
5 1 (0.58%) COM
5 1 (0.58%) D3.js
5 1 (0.58%) Leaflet
Miscellaneous
1 32 (18.71%) Analytical Skills
2 31 (18.13%) Visualisation
3 15 (8.77%) Data Integration
4 11 (6.43%) Management Information System
4 11 (6.43%) Statistics
5 10 (5.85%) NHS
6 6 (3.51%) Computer Science
6 6 (3.51%) Credit Risk
6 6 (3.51%) Replication
6 6 (3.51%) User Experience
7 5 (2.92%) OTC Derivatives
8 1 (0.58%) Data Protection Act
8 1 (0.58%) Digital Media
8 1 (0.58%) Equities
8 1 (0.58%) Fixed Income
8 1 (0.58%) Inversion of Control
8 1 (0.58%) Performance Metrics
Operating Systems
1 6 (3.51%) Linux
1 6 (3.51%) Red Hat Enterprise Linux
1 6 (3.51%) Unix
1 6 (3.51%) Windows
Processes & Methodologies
1 154 (90.06%) Business Intelligence
2 82 (47.95%) ETL
3 70 (40.94%) Kimball Methodology
4 65 (38.01%) Agile Software Development
5 51 (29.82%) Analytics
6 46 (26.90%) Data Modelling
7 31 (18.13%) Scrum
8 27 (15.79%) Data Management
9 24 (14.04%) Presales
10 21 (12.28%) Translating Business Requirements
11 14 (8.19%) Continuous Improvement
12 13 (7.60%) Data Cleansing
12 13 (7.60%) Waterfall
13 11 (6.43%) CRM
13 11 (6.43%) Performance Tuning
14 10 (5.85%) Logical Data Model
14 10 (5.85%) Migration
14 10 (5.85%) Physical Data Model
14 10 (5.85%) TOGAF
14 10 (5.85%) Workflow
Programming Languages
1 142 (83.04%) SQL
2 96 (56.14%) T-SQL
3 41 (23.98%) C#
4 12 (7.02%) VBA
5 11 (6.43%) PL/SQL
6 6 (3.51%) ANSI SQL
6 6 (3.51%) Java
6 6 (3.51%) Perl
7 4 (2.34%) Python
8 3 (1.75%) R
8 3 (1.75%) VB.NET
Qualifications
1 19 (11.11%) Microsoft Certification
2 9 (5.26%) Degree
3 2 (1.17%) PRINCE2 Practitioner
4 1 (0.58%) MCITP
4 1 (0.58%) MCSE
Quality Assurance & Compliance
1 22 (12.87%) Data Quality
2 14 (8.19%) QA
3 6 (3.51%) ISO/IEC 27001
4 3 (1.75%) SLA
Systems Management
1 6 (3.51%) Control-M
Vendors
1 128 (74.85%) Microsoft
2 51 (29.82%) Tableau
3 31 (18.13%) Oracle
4 16 (9.36%) IBM
5 12 (7.02%) Splunk
6 11 (6.43%) Sybase
7 10 (5.85%) Nintex
7 10 (5.85%) SAP
8 6 (3.51%) Alteryx
8 6 (3.51%) Cognos
8 6 (3.51%) Informatica
8 6 (3.51%) MicroStrategy
8 6 (3.51%) Red Hat
9 4 (2.34%) Birst
9 4 (2.34%) NetSuite
10 3 (1.75%) Google
11 1 (0.58%) Salesforce.com
England
Lawrence Harvey
Salary: £45000.00 - £58000.00 per annum
Posted: Yesterday
UK
Lawrence Harvey Enterprise
Salary: £45000.00 - £58000.00 per annum
Posted: 20 hours ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £70,000 per annum + 10% Bonus
Posted: 23 hours ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 3 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: 3 days ago
UK
Nigel Frank International Ltd
Salary: £40000 - £60000 per annum + Travel, Car, Pension
Posted: 4 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: 4 days ago
Slough, Berkshire
Telefonica
Posted: 3 days ago
City of London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 11 days ago
London
Real Staffing
Salary: £75000 - £85000 per annum + competitive
Posted: 7 days ago
London
Venturi
Salary: £60000 - £100000 per annum + company benefits
Posted: 21 days ago
London
Hays London City Cheapside
Salary: £37000.00 - £45000.00 per annum
Posted: 25 days ago