Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK > England
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 1024 940 1155
Rank change year-on-year -84 +215 +96
Permanent jobs citing Data Analysis Expressions (DAX) 130 212 116
As % of all permanent IT jobs advertised in England 0.079% 0.13% 0.059%
As % of the Programming Languages category 0.14% 0.24% 0.11%
Number of salaries quoted 101 202 93
England median annual salary £55,000 £61,250 £55,000
Median salary % change year-on-year -10.20% +11.36% +10.00%
10th Percentile £40,000 £42,500 £35,000
90th Percentile £76,250 £89,625 £77,500
UK median annual salary £56,250 £60,000 £55,000
% change year-on-year -6.25% +9.09% +10.00%

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 England with a requirement for coding skills.

All Programming Languages
England
Permanent vacancies with a requirement for coding skills 91,929 87,811 104,140
As % of all permanent IT jobs advertised in England 55.95% 53.65% 52.53%
Number of salaries quoted 77,769 75,797 90,424
England median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £78,750 £77,500 £75,000
UK 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 England

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

Job vacancy trend for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Salary Trend in England

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

Salary trend for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Salary Histogram in England

The salary distribution of IT jobs citing Data Analysis Expressions (DAX) in England over the 6 months to 19 February 2018.

Salary histogram for Data Analysis Expressions (DAX) in England

Data Analysis Expressions (DAX)
Job Locations in England

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 England region over the 6 months to 19 February 2018. 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
London -85 86 £62,500 - 10
South East +6 21 £42,500 -22.73% 3
Midlands +14 5 £45,000 +3.45% 3
North of England -12 5 £37,000 -17.78% 5
East Midlands - 5 £45,000 - 3
North West -5 4 £37,250 -6.88% 4
South West - 3 £46,250 -
East of England +1 2 £51,250 +13.89% 4
North East - 1 £31,000 -
Data Analysis Expressions (DAX)
UK

For the 6 months to 19 February 2018, IT jobs citing Data Analysis Expressions (DAX) also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Data Analysis Expressions (DAX).

1 122 (93.85%) Business Intelligence
2 116 (89.23%) SQL Server Reporting Services
3 115 (88.46%) SQL
4 106 (81.54%) SQL Server Integration Services
5 103 (79.23%) SQL Server Analysis Services
6 100 (76.92%) Power BI
7 95 (73.08%) SQL Server
8 86 (66.15%) Data Warehouse
9 85 (65.38%) T-SQL
10 70 (53.85%) ETL
11 69 (53.08%) Microsoft
12 54 (41.54%) MDX
13 53 (40.77%) Tableau
14 44 (33.85%) Visualisation
15 41 (31.54%) QlikView
16 40 (30.77%) Data Modelling
17 39 (30.00%) Finance
18 37 (28.46%) Microsoft Azure
19 36 (27.69%) Kimball Methodology
19 36 (27.69%) Advertising
19 36 (27.69%) Agile Software Development
20 35 (26.92%) Data Visualisation
21 33 (25.38%) Analytics
22 30 (23.08%) Microsoft Excel
23 28 (21.54%) Big Data
24 26 (20.00%) C#
25 25 (19.23%) PowerPivot
26 24 (18.46%) .NET
27 23 (17.69%) Data Science
28 21 (16.15%) CRM

Data Analysis Expressions (DAX)
Co-occurring IT Skills in England 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 7 (5.38%) SharePoint
2 1 (0.77%) Apache Spark
Applications
1 30 (23.08%) Microsoft Excel
Business Applications
1 5 (3.85%) Salesforce.com CRM
Cloud Services
1 37 (28.46%) Microsoft Azure
2 5 (3.85%) Azure Data Factory
3 3 (2.31%) Amazon AWS
4 2 (1.54%) Azure Machine Learning
Communications & Networking
1 6 (4.62%) Internet
2 2 (1.54%) Kerberos
Database & Business Intelligence
1 116 (89.23%) SQL Server Reporting Services
2 106 (81.54%) SQL Server Integration Services
3 103 (79.23%) SQL Server Analysis Services
4 100 (76.92%) Power BI
5 95 (73.08%) SQL Server
6 86 (66.15%) Data Warehouse
7 41 (31.54%) QlikView
8 28 (21.54%) Big Data
9 25 (19.23%) PowerPivot
10 20 (15.38%) OLAP
10 20 (15.38%) SQL Server 2008
11 17 (13.08%) Data Lake
12 16 (12.31%) SQL Server 2016
13 15 (11.54%) Hadoop
14 14 (10.77%) Relational Database
15 11 (8.46%) SQL Server 2012
16 10 (7.69%) Azure SQL Data Warehouse
17 8 (6.15%) Microsoft Analysis Services
17 8 (6.15%) SQL Server 2014
18 7 (5.38%) Enterprise Data Warehouse
Development Applications
1 15 (11.54%) Team Foundation Server
2 6 (4.62%) JIRA
2 6 (4.62%) SQL Server Management Studio (SSMS)
3 5 (3.85%) Visual Studio
4 3 (2.31%) Octopus Deploy
5 1 (0.77%) Git (software)
5 1 (0.77%) TeamCity
5 1 (0.77%) Visual Studio Team System
General
1 39 (30.00%) Finance
2 36 (27.69%) Advertising
3 13 (10.00%) Marketing
4 8 (6.15%) Retail
5 6 (4.62%) Back Office
6 3 (2.31%) Banking
7 2 (1.54%) Investment Banking
7 2 (1.54%) Legal
8 1 (0.77%) Financial Institution
8 1 (0.77%) Front Office
Job Titles
1 79 (60.77%) Developer
2 51 (39.23%) Business Intelligence Developer
3 45 (34.62%) SQL Developer
4 30 (23.08%) SSIS Developer
5 27 (20.77%) SSAS Developer
6 26 (20.00%) SQL BI Developer
7 23 (17.69%) SSRS Developer
8 20 (15.38%) Power BI Developer
8 20 (15.38%) T-SQL Developer
9 18 (13.85%) Consultant
10 16 (12.31%) Architect
11 15 (11.54%) Business Intelligence Consultant
11 15 (11.54%) Data Architect
11 15 (11.54%) ETL Developer
12 13 (10.00%) Agile Developer
13 11 (8.46%) DBA
13 11 (8.46%) SQL DBA
14 10 (7.69%) Business Developer
14 10 (7.69%) Database Developer
14 10 (7.69%) Power BI Consultant
Libraries, Frameworks & Software Standards
1 54 (41.54%) MDX
2 24 (18.46%) .NET
3 5 (3.85%) JSON
3 5 (3.85%) XML
4 2 (1.54%) ASP.NET
5 1 (0.77%) ASP.NET MVC
5 1 (0.77%) D3.js
5 1 (0.77%) Kafka
5 1 (0.77%) RESTful
5 1 (0.77%) Web Services
Miscellaneous
1 13 (10.00%) Analytical Skills
2 12 (9.23%) Enterprise Software
3 7 (5.38%) iPhone
4 6 (4.62%) NHS
5 5 (3.85%) Computer Science
6 3 (2.31%) Driving Licence
7 2 (1.54%) Greenfield Project
7 2 (1.54%) Hedge funds
8 1 (0.77%) Clustering
8 1 (0.77%) Data Structures
8 1 (0.77%) Management Information System
8 1 (0.77%) Social Media
8 1 (0.77%) User Experience
Processes & Methodologies
1 122 (93.85%) Business Intelligence
2 70 (53.85%) ETL
3 44 (33.85%) Visualisation
4 40 (30.77%) Data Modelling
5 36 (27.69%) Agile Software Development
5 36 (27.69%) Kimball Methodology
6 35 (26.92%) Data Visualisation
7 33 (25.38%) Analytics
8 23 (17.69%) Data Science
9 21 (16.15%) CRM
10 18 (13.85%) Data Management
11 16 (12.31%) Business Analysis
12 15 (11.54%) Inmon Methodology
13 14 (10.77%) Migration
14 13 (10.00%) Data Architecture
14 13 (10.00%) Data Integration
14 13 (10.00%) Performance Tuning
14 13 (10.00%) Requirements Analysis
14 13 (10.00%) UML
14 13 (10.00%) Wealth Management
Programming Languages
1 115 (88.46%) SQL
2 85 (65.38%) T-SQL
3 26 (20.00%) C#
4 19 (14.62%) PowerShell
5 9 (6.92%) R
6 7 (5.38%) Python
7 4 (3.08%) VB.NET
8 1 (0.77%) JavaScript
8 1 (0.77%) MATLAB
Qualifications
1 12 (9.23%) Degree
2 3 (2.31%) MCSE
2 3 (2.31%) Microsoft Certification
3 2 (1.54%) MCITP
4 1 (0.77%) Computer Science Degree
4 1 (0.77%) MCP
4 1 (0.77%) MCSA
Quality Assurance & Compliance
1 5 (3.85%) Data Quality
2 2 (1.54%) GDPR
3 1 (0.77%) QA
System Software
1 2 (1.54%) Active Directory
Systems Management
1 1 (0.77%) Control-M
1 1 (0.77%) Failover Clustering
1 1 (0.77%) Opscode Chef
1 1 (0.77%) Puppet
1 1 (0.77%) Systems Management Server (SMS)
Vendors
1 69 (53.08%) Microsoft
2 53 (40.77%) Tableau
3 9 (6.92%) RedGate
4 8 (6.15%) MicroStrategy
5 5 (3.85%) Salesforce.com
6 3 (2.31%) Google
6 3 (2.31%) Twitter
7 2 (1.54%) Cognos
8 1 (0.77%) Alteryx