The following table provides summary statistics for permanent job vacancies advertised in London 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
England / London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 486 592 625
Rank change year-on-year +106 +33  
Permanent jobs citing Data Analysis Expressions (DAX) 101 59 22
As % of all permanent IT jobs advertised in London 0.30% 0.14% 0.051%
As % of the Programming Languages category 0.54% 0.26% 0.10%
Number of salaries quoted 95 50 19
Median salary £62,500 £55,000 £47,500
Median salary % change year-on-year +13.63% +15.78%  
90% offered a salary of more than £47,500 £45,250 £40,500
10% offered a salary of more than £70,000 £72,500 £82,000
UK excluding London median salary £45,000 £50,000 £30,000
% change year-on-year -10.00% +66.66%  

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 advertised in London with a requirement for programming language skills.

Programming Language Skills
London
Permanent job vacancies with a requirement for programming language skills 18605 22906 21994
As % of all permanent IT job vacancies advertised in London 54.90% 53.88% 51.31%
Number of salaries quoted 16056 20101 18853
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% -  
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £85,000 £77,500 £80,000
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

Data Analysis Expressions (DAX)
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Data Analysis Expressions (DAX)
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis Expressions (DAX) in London.

Salary trend for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Salary Histogram in London

The salary distribution of IT jobs citing Data Analysis Expressions (DAX) in London over the 3 months to 30 March 2017.

Salary histogram for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Job Locations in London

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 London region over the 3 months to 30 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
City of London +52 36 £62,500 +13.63% 3
Data Analysis Expressions (DAX)
England

For the 6 months to 30 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 across the London region with a requirement for Data Analysis Expressions (DAX).

1 166 (92.74%) SQL Server
1 166 (92.74%) SQL Server Analysis Services
2 161 (89.94%) Business Intelligence
3 160 (89.39%) SQL Server Integration Services
4 146 (81.56%) Power BI
5 129 (72.07%) SQL
6 108 (60.34%) Microsoft
7 107 (59.78%) MDX
8 106 (59.22%) Oracle
9 99 (55.31%) Data Warehouse
10 96 (53.63%) ETL
11 95 (53.07%) SQL Server Reporting Services
12 90 (50.28%) Microsoft Azure
13 84 (46.93%) Agile Software Development
14 83 (46.37%) T-SQL
15 65 (36.31%) Legal
16 60 (33.52%) SQL Server 2014
17 59 (32.96%) Finance
18 57 (31.84%) Kimball Methodology
19 52 (29.05%) .NET
19 52 (29.05%) Sybase
20 51 (28.49%) Banking
20 51 (28.49%) SQL Server 2012
20 51 (28.49%) Dashboard Development
20 51 (28.49%) QlikView
21 49 (27.37%) Scrum
22 48 (26.82%) SQL Server 2016
23 47 (26.26%) Analytics
23 47 (26.26%) Web Development
24 46 (25.70%) Big Data

Data Analysis Expressions (DAX)
Co-occurring IT Skills in London 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 11 (6.15%) SharePoint
2 9 (5.03%) WebSphere
3 5 (2.79%) SAS
4 2 (1.12%) Tomcat
5 1 (0.56%) SharePoint 2013
Applications
1 30 (16.76%) MS Excel
2 9 (5.03%) MS Visio
3 2 (1.12%) MS Office
Business Applications
1 1 (0.56%) Oracle Financials
1 1 (0.56%) Oracle General Ledger
Cloud Services
1 90 (50.28%) Microsoft Azure
2 9 (5.03%) Data Lake Analytics
3 4 (2.23%) PaaS
3 4 (2.23%) SaaS
Database & Business Intelligence
1 166 (92.74%) SQL Server
1 166 (92.74%) SQL Server Analysis Services
2 160 (89.39%) SQL Server Integration Services
3 146 (81.56%) Power BI
4 99 (55.31%) Data Warehouse
5 95 (53.07%) SQL Server Reporting Services
6 60 (33.52%) SQL Server 2014
7 51 (28.49%) QlikView
7 51 (28.49%) SQL Server 2012
8 48 (26.82%) SQL Server 2016
9 46 (25.70%) Big Data
10 45 (25.14%) Azure SQL Database
11 34 (18.99%) Relational Database
12 25 (13.97%) Data Mining
13 22 (12.29%) PowerPivot
14 21 (11.73%) Microsoft Analysis Services
15 17 (9.50%) OLAP
16 9 (5.03%) BusinessObjects
16 9 (5.03%) PerformancePoint
16 9 (5.03%) SAP Data Services
Development Applications
1 9 (5.03%) Maven
2 5 (2.79%) Git (software)
2 5 (2.79%) Jenkins
2 5 (2.79%) Octopus Deploy
2 5 (2.79%) TeamCity
3 3 (1.68%) Log4j
3 3 (1.68%) Subversion
4 2 (1.12%) Eclipse
5 1 (0.56%) ERwin
5 1 (0.56%) PowerDesigner
5 1 (0.56%) Talend Open Studio
5 1 (0.56%) Team Foundation Server
General
1 65 (36.31%) Legal
2 59 (32.96%) Finance
3 51 (28.49%) Banking
4 4 (2.23%) Front Office
5 3 (1.68%) Advertising
5 3 (1.68%) Investment Banking
6 2 (1.12%) Music Industry
7 1 (0.56%) Financial Institution
7 1 (0.56%) Law
7 1 (0.56%) Marketing
7 1 (0.56%) Retail
Job Titles
1 93 (51.96%) Developer
2 72 (40.22%) Business Intelligence Developer
3 40 (22.35%) Consultant
4 36 (20.11%) Senior Developer
5 35 (19.55%) Business Developer
6 33 (18.44%) Senior Business Intelligence Developer
7 32 (17.88%) Business Intelligence Consultant
7 32 (17.88%) Microsoft BI Consultant
7 32 (17.88%) Microsoft Consultant
8 29 (16.20%) Analyst
8 29 (16.20%) Dashboard Developer
9 28 (15.64%) Business Intelligence Analyst
10 27 (15.08%) SQL Developer
10 27 (15.08%) SSAS Developer
11 26 (14.53%) Senior Analyst
11 26 (14.53%) Senior Business Intelligence Analyst
12 21 (11.73%) Azure Consultant
12 21 (11.73%) SSRS Developer
13 20 (11.17%) SSIS Developer
14 18 (10.06%) Power BI Developer
Libraries, Frameworks & Software Standards
1 107 (59.78%) MDX
2 52 (29.05%) .NET
3 7 (3.91%) AngularJS
4 3 (1.68%) Apache Axis
4 3 (1.68%) Gson
4 3 (1.68%) HTML
4 3 (1.68%) JDBC
4 3 (1.68%) JMS
4 3 (1.68%) MyBatis
4 3 (1.68%) XML
4 3 (1.68%) XSLT
5 2 (1.12%) ODBC
5 2 (1.12%) Web Services
6 1 (0.56%) CSS
Miscellaneous
1 17 (9.50%) User Experience
2 9 (5.03%) NHS
3 5 (2.79%) Clustering
3 5 (2.79%) Replication
4 4 (2.23%) Analytical Skills
5 3 (1.68%) Computer Science
5 3 (1.68%) Credit Risk
5 3 (1.68%) Management Information System
6 2 (1.12%) OTC Derivatives
7 1 (0.56%) Blog
7 1 (0.56%) Digital Media
7 1 (0.56%) Equities
7 1 (0.56%) Fixed Income
Operating Systems
1 3 (1.68%) Linux
1 3 (1.68%) Red Hat Enterprise Linux
1 3 (1.68%) Unix
1 3 (1.68%) Windows
Processes & Methodologies
1 161 (89.94%) Business Intelligence
2 96 (53.63%) ETL
3 84 (46.93%) Agile Software Development
4 57 (31.84%) Kimball Methodology
5 51 (28.49%) Dashboard Development
6 49 (27.37%) Scrum
7 47 (26.26%) Analytics
7 47 (26.26%) Web Development
8 35 (19.55%) Mentoring
9 31 (17.32%) Visualisation
10 30 (16.76%) Data Visualisation
11 29 (16.20%) Waterfall
12 24 (13.41%) Stakeholder Management
13 23 (12.85%) Presales
14 22 (12.29%) Data Management
14 22 (12.29%) Data Modelling
15 17 (9.50%) Data Integration
16 13 (7.26%) Continuous Integration
17 10 (5.59%) Data Analytics
18 9 (5.03%) Translating Business Requirements
Programming Languages
1 129 (72.07%) SQL
2 83 (46.37%) T-SQL
3 28 (15.64%) C#
4 12 (6.70%) Java
5 9 (5.03%) JavaScript
6 5 (2.79%) PowerShell
6 5 (2.79%) VB.NET
7 4 (2.23%) VBA
8 3 (1.68%) ANSI SQL
8 3 (1.68%) Perl
8 3 (1.68%) PL/SQL
9 2 (1.12%) Data Mining Extensions (DMX)
10 1 (0.56%) R
Qualifications
1 32 (17.88%) Microsoft Certification
2 5 (2.79%) Degree
3 2 (1.12%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 16 (8.94%) QA
2 9 (5.03%) Data Quality
3 4 (2.23%) Cyber Essentials
3 4 (2.23%) ISO/IEC 27001
Systems Management
1 3 (1.68%) Control-M
Vendors
1 108 (60.34%) Microsoft
2 106 (59.22%) Oracle
3 52 (29.05%) Sybase
4 43 (24.02%) Tableau
5 12 (6.70%) IBM
6 9 (5.03%) Nintex
6 9 (5.03%) SAP
7 8 (4.47%) Cognos
8 6 (3.35%) Alteryx
9 4 (2.23%) Informatica
10 3 (1.68%) Red Hat
11 1 (0.56%) MicroStrategy
11 1 (0.56%) Talend
City, London
Harrington Starr
Salary: £80000 - £100000 per annum + Bonus
Posted: 8 hours ago
London
ReThink Recruitment
Posted: 13 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £50000.00 - £65000.00 per annum
Posted: Yesterday
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 2 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 22 days ago