Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 775 736 849
Rank change year-on-year -39 +113 +34
Permanent jobs citing Data Analysis Expressions (DAX) 63 106 68
As % of all permanent IT jobs advertised in London 0.084% 0.14% 0.076%
As % of the Programming Languages category 0.15% 0.26% 0.14%
Number of salaries quoted 51 102 58
London median annual salary £65,000 £65,000 £66,250
Median salary % change year-on-year - -1.89% +10.42%
10th Percentile £46,000 £43,750 £35,000
90th Percentile £87,500 £95,000 £90,000
England median annual salary £52,500 £57,500 £60,000
% change year-on-year -8.70% -4.17% -

Data Analysis Expressions (DAX) is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for coding skills.

All Programming Languages
London
Permanent vacancies with a requirement for coding skills 41239 41382 47677
As % of all permanent IT jobs advertised in London 54.96% 54.58% 53.48%
Number of salaries quoted 32820 36345 41150
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Analysis Expressions (DAX)
Job Vacancy Trend in London

Job postings citing Data Analysis Expressions (DAX) as a percentage of all IT jobs advertised in London.

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 6 months to 24 November 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -12 13 £50,000 -23.08% 5
East London - 1 £50,000 -
South London - 1 £45,000 -
Data Analysis Expressions (DAX)
England

For the 6 months to 24 November 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 62 (98.41%) SQL
2 61 (96.83%) Business Intelligence
2 61 (96.83%) SQL Server Integration Services
3 59 (93.65%) SQL Server Analysis Services
4 55 (87.30%) SQL Server Reporting Services
5 52 (82.54%) MDX
5 52 (82.54%) Data Warehouse
6 44 (69.84%) SQL Server
6 44 (69.84%) Power BI
7 43 (68.25%) T-SQL
8 41 (65.08%) ETL
9 29 (46.03%) Finance
9 29 (46.03%) Tableau
10 28 (44.44%) Microsoft Azure
10 28 (44.44%) Agile Software Development
11 26 (41.27%) Kimball Methodology
12 23 (36.51%) Data Modelling
12 23 (36.51%) Microsoft
13 22 (34.92%) QlikView
14 20 (31.75%) PowerShell
14 20 (31.75%) OLAP
15 17 (26.98%) Analytics
15 17 (26.98%) Big Data
15 17 (26.98%) C#
15 17 (26.98%) Data Management
16 15 (23.81%) SQL Server 2008
16 15 (23.81%) PowerPivot
17 14 (22.22%) Hadoop
18 13 (20.63%) UML
19 12 (19.05%) Data Integration

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 2 (3.17%) SharePoint
1 2 (3.17%) WebSphere
2 1 (1.59%) SAS
Applications
1 6 (9.52%) Microsoft Excel
2 2 (3.17%) MS Visio
Cloud Services
1 28 (44.44%) Microsoft Azure
2 9 (14.29%) Amazon AWS
3 2 (3.17%) Azure Data Factory
3 2 (3.17%) PaaS
3 2 (3.17%) SaaS
Database & Business Intelligence
1 61 (96.83%) SQL Server Integration Services
2 59 (93.65%) SQL Server Analysis Services
3 55 (87.30%) SQL Server Reporting Services
4 52 (82.54%) Data Warehouse
5 44 (69.84%) Power BI
5 44 (69.84%) SQL Server
6 22 (34.92%) QlikView
7 20 (31.75%) OLAP
8 17 (26.98%) Big Data
9 15 (23.81%) PowerPivot
9 15 (23.81%) SQL Server 2008
10 14 (22.22%) Hadoop
11 12 (19.05%) Data Lake
11 12 (19.05%) SQL Server 2012
11 12 (19.05%) SQL Server 2016
12 8 (12.70%) Biml
12 8 (12.70%) OLTP
13 7 (11.11%) Data Mining
13 7 (11.11%) Enterprise Data Warehouse
13 7 (11.11%) Relational Database
Development Applications
1 7 (11.11%) Octopus Deploy
2 1 (1.59%) Team Foundation Server
2 1 (1.59%) TeamCity
2 1 (1.59%) Visual Studio
2 1 (1.59%) Visual Studio Team System
General
1 29 (46.03%) Finance
2 8 (12.70%) Banking
3 7 (11.11%) Investment Banking
4 4 (6.35%) Advertising
5 3 (4.76%) Legal
6 1 (1.59%) Financial Institution
6 1 (1.59%) Marketing
Job Titles
1 41 (65.08%) Developer
2 35 (55.56%) SQL Developer
3 30 (47.62%) SSIS Developer
4 26 (41.27%) SSRS Developer
5 25 (39.68%) SSAS Developer
6 24 (38.10%) Business Intelligence Developer
7 20 (31.75%) T-SQL Developer
8 19 (30.16%) SQL BI Developer
9 17 (26.98%) Agile Developer
9 17 (26.98%) ETL Developer
10 16 (25.40%) Architect
11 15 (23.81%) Power BI Developer
12 11 (17.46%) Data Architect
13 7 (11.11%) Lead Developer
13 7 (11.11%) SQL Server Developer
14 6 (9.52%) Database Developer
14 6 (9.52%) Lead SQL Server Developer
14 6 (9.52%) Tableau Developer
15 5 (7.94%) SQL Database Developer
16 3 (4.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 52 (82.54%) MDX
2 8 (12.70%) .NET
3 5 (7.94%) JSON
3 5 (7.94%) XML
4 1 (1.59%) .NET Framework
4 1 (1.59%) RESTful
4 1 (1.59%) Web Services
Miscellaneous
1 10 (15.87%) Enterprise Software
2 7 (11.11%) iPhone
3 5 (7.94%) NHS
4 3 (4.76%) Analytical Skills
5 2 (3.17%) Management Information System
Processes & Methodologies
1 61 (96.83%) Business Intelligence
2 41 (65.08%) ETL
3 28 (44.44%) Agile Software Development
4 26 (41.27%) Kimball Methodology
5 23 (36.51%) Data Modelling
6 17 (26.98%) Analytics
6 17 (26.98%) Data Management
7 13 (20.63%) UML
8 12 (19.05%) Business Analysis
8 12 (19.05%) Data Integration
8 12 (19.05%) Enterprise Architecture
9 11 (17.46%) CRM
9 11 (17.46%) Requirements Analysis
9 11 (17.46%) Wealth Management
10 10 (15.87%) Business Process Modelling
10 10 (15.87%) Data Architecture
10 10 (15.87%) Inmon Methodology
10 10 (15.87%) Mentoring
10 10 (15.87%) Migration
10 10 (15.87%) Visualisation
Programming Languages
1 62 (98.41%) SQL
2 43 (68.25%) T-SQL
3 20 (31.75%) PowerShell
4 17 (26.98%) C#
5 6 (9.52%) Python
6 5 (7.94%) R
Qualifications
1 9 (14.29%) Microsoft Certification
2 7 (11.11%) MCITP
2 7 (11.11%) MCSE
3 2 (3.17%) Degree
3 2 (3.17%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 3 (4.76%) Data Quality
2 2 (3.17%) Cyber Essentials
2 2 (3.17%) ISO/IEC 27001
Vendors
1 29 (46.03%) Tableau
2 23 (36.51%) Microsoft
3 10 (15.87%) MicroStrategy
4 7 (11.11%) RedGate
5 3 (4.76%) Alteryx
5 3 (4.76%) Cognos
5 3 (4.76%) Oracle
6 2 (3.17%) IBM
6 2 (3.17%) Nintex
6 2 (3.17%) SAP
7 1 (1.59%) Google
7 1 (1.59%) Informatica
7 1 (1.59%) Twitter