Period
to 21 April 2019

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 21 April 2019 with a comparison to the same period in the previous 2 years.

Data Analysis Expressions (DAX)
UK > England
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 821 953 941
Rank change year-on-year +132 -12 +206
Permanent jobs citing Data Analysis Expressions (DAX) 250 219 223
As % of all permanent IT jobs advertised in England 0.18% 0.13% 0.14%
As % of the Programming Languages category 0.33% 0.23% 0.25%
Number of salaries quoted 217 174 202
England median annual salary £52,500 £55,000 £57,500
Median salary % change year-on-year -4.55% -4.35% +4.55%
10th Percentile £39,900 £34,500 £41,250
90th Percentile £79,250 £76,250 £75,000
UK median annual salary £52,500 £55,000 £57,500
% change year-on-year -4.55% -4.35% +4.55%

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 74,977 93,705 88,169
As % of all permanent IT jobs advertised in England 54.47% 56.38% 54.63%
Number of salaries quoted 61,967 79,206 76,054
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £30,000 £29,000
90th Percentile £85,000 £80,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +3.26%

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 21 April 2019.

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 21 April 2019. 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 +68 129 £60,000 -4.00% 9
Midlands +89 65 £44,250 - 1
East Midlands +82 62 £44,000 -2.22% 1
East of England +88 23 £47,500 +39.71% 3
South East +44 18 £50,500 +64.23% 2
North of England +46 17 £40,000 -8.57% 1
Yorkshire - 9 £45,000 -
North West +39 8 £32,000 -26.86% 1
West Midlands +27 3 £45,000 +24.14%
South West +12 2 £48,250 +13.53%
Data Analysis Expressions (DAX)
UK

For the 6 months to 21 April 2019, 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).

1 244 (97.60%) Business Intelligence
2 219 (87.60%) SQL
3 215 (86.00%) SQL Server Analysis Services
4 202 (80.80%) SQL Server
5 201 (80.40%) Power BI
6 197 (78.80%) Data Warehouse
7 195 (78.00%) SQL Server Integration Services
8 178 (71.20%) SQL Server Reporting Services
9 161 (64.40%) Microsoft
10 139 (55.60%) MDX
11 123 (49.20%) T-SQL
12 118 (47.20%) Microsoft Azure
13 114 (45.60%) ETL
14 101 (40.40%) Visualisation
15 92 (36.80%) Analytics
16 84 (33.60%) Agile Software Development
17 83 (33.20%) Data Modelling
18 79 (31.60%) Microsoft Analysis Services
19 75 (30.00%) Finance
20 65 (26.00%) Azure Data Factory
21 63 (25.20%) Data Lake
22 59 (23.60%) Analytical Skills
23 53 (21.20%) Scrum
24 50 (20.00%) Tableau
25 49 (19.60%) Azure SQL Database
26 48 (19.20%) SQL Server 2012
27 47 (18.80%) Dimensional Modelling
28 44 (17.60%) Python
29 43 (17.20%) Retail
29 43 (17.20%) Kimball Methodology

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 32 (12.80%) SAS
2 6 (2.40%) SharePoint
3 4 (1.60%) Apache Spark
4 3 (1.20%) Apache
4 3 (1.20%) Elasticsearch
5 2 (0.80%) WebSphere
Applications
1 27 (10.80%) Microsoft Excel
2 2 (0.80%) MS Visio
3 1 (0.40%) Spreadsheet
Business Applications
1 6 (2.40%) Dynamics NAV
Cloud Services
1 118 (47.20%) Microsoft Azure
2 65 (26.00%) Azure Data Factory
3 11 (4.40%) Data Lake Analytics
4 7 (2.80%) Amazon AWS
4 7 (2.80%) PaaS
5 3 (1.20%) Amazon EMR
5 3 (1.20%) Amazon S3
5 3 (1.20%) AWS Data Pipeline
5 3 (1.20%) SaaS
6 1 (0.40%) Cortana Intelligence Suite
6 1 (0.40%) Dynamics 365
6 1 (0.40%) Google Cloud Platform
6 1 (0.40%) IaaS
Database & Business Intelligence
1 215 (86.00%) SQL Server Analysis Services
2 202 (80.80%) SQL Server
3 201 (80.40%) Power BI
4 197 (78.80%) Data Warehouse
5 195 (78.00%) SQL Server Integration Services
6 178 (71.20%) SQL Server Reporting Services
7 79 (31.60%) Microsoft Analysis Services
8 63 (25.20%) Data Lake
9 49 (19.60%) Azure SQL Database
10 48 (19.20%) SQL Server 2012
11 40 (16.00%) Big Data
12 28 (11.20%) OLAP
13 26 (10.40%) Azure SQL Data Warehouse
13 26 (10.40%) Hadoop
14 19 (7.60%) SAS EBI
15 15 (6.00%) SQL Server 2016
16 14 (5.60%) Cosmos DB
16 14 (5.60%) OLAP Cube
17 13 (5.20%) PowerPivot
18 9 (3.60%) Relational Database
Development Applications
1 25 (10.00%) Visual Studio
2 24 (9.60%) Team Foundation Server
3 5 (2.00%) Git (software)
4 4 (1.60%) SQL Server Management Studio (SSMS)
5 2 (0.80%) Hudson
6 1 (0.40%) JIRA
General
1 75 (30.00%) Finance
2 43 (17.20%) Retail
3 34 (13.60%) Marketing
4 6 (2.40%) Financial Institution
5 2 (0.80%) Banking
5 2 (0.80%) Pharmaceutical
5 2 (0.80%) Telecoms
6 1 (0.40%) Publishing
Job Titles
1 202 (80.80%) Developer
2 186 (74.40%) Business Intelligence Developer
3 62 (24.80%) SQL Developer
4 51 (20.40%) SQL BI Developer
5 48 (19.20%) Senior Developer
6 45 (18.00%) Senior Business Intelligence Developer
7 34 (13.60%) SSRS Developer
8 31 (12.40%) SSAS Developer
9 29 (11.60%) SSIS Developer
10 27 (10.80%) Power BI Developer
11 24 (9.60%) Analyst
12 23 (9.20%) Business Developer
13 21 (8.40%) Business Intelligence Lead
13 21 (8.40%) Lead Developer
14 20 (8.00%) Azure Developer
15 17 (6.80%) Business Intelligence Analyst
15 17 (6.80%) SQL Server BI Developer
15 17 (6.80%) SQL Server Developer
16 12 (4.80%) Database Developer
16 12 (4.80%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 139 (55.60%) MDX
2 9 (3.60%) .NET
3 5 (2.00%) JSON
4 4 (1.60%) ASP.NET
5 3 (1.20%) Elastic Stack
5 3 (1.20%) Kafka
6 1 (0.40%) COM
6 1 (0.40%) XML
Miscellaneous
1 59 (23.60%) Analytical Skills
2 25 (10.00%) Greenfield Project
3 8 (3.20%) Self-Motivation
4 6 (2.40%) Market Risk
5 5 (2.00%) Reinsurance
6 4 (1.60%) Fintech
7 3 (1.20%) Credit Risk
7 3 (1.20%) Driving Licence
8 1 (0.40%) Algorithms
8 1 (0.40%) Analytical Mindset
8 1 (0.40%) Data Protection Act
8 1 (0.40%) Data Structures
8 1 (0.40%) Management Information System
8 1 (0.40%) NHS
8 1 (0.40%) Renewable Energy
8 1 (0.40%) Robotics
Processes & Methodologies
1 244 (97.60%) Business Intelligence
2 114 (45.60%) ETL
3 101 (40.40%) Visualisation
4 92 (36.80%) Analytics
5 84 (33.60%) Agile Software Development
6 83 (33.20%) Data Modelling
7 53 (21.20%) Scrum
8 47 (18.80%) Dimensional Modelling
9 43 (17.20%) Kimball Methodology
10 35 (14.00%) Data Analytics
11 30 (12.00%) DevOps
12 26 (10.40%) Problem-Solving
13 25 (10.00%) Data Visualisation
14 22 (8.80%) Business Analytics
15 21 (8.40%) Data Analysis
16 19 (7.60%) Data Science
16 19 (7.60%) Kanban
17 14 (5.60%) Dashboard Development
17 14 (5.60%) Data Ingestion
17 14 (5.60%) ERP
Programming Languages
1 219 (87.60%) SQL
2 123 (49.20%) T-SQL
3 44 (17.60%) Python
4 33 (13.20%) C#
4 33 (13.20%) R
5 24 (9.60%) PowerShell
6 14 (5.60%) VBA
7 7 (2.80%) MATLAB
8 5 (2.00%) PL/SQL
9 3 (1.20%) Java
9 3 (1.20%) Scala
9 3 (1.20%) U-SQL
10 2 (0.80%) JavaScript
11 1 (0.40%) C
11 1 (0.40%) Data Mining Extensions (DMX)
11 1 (0.40%) Go
Qualifications
1 20 (8.00%) Degree
2 9 (3.60%) Microsoft Certification
3 5 (2.00%) MCSA
4 2 (0.80%) ACCA
4 2 (0.80%) CIMA
4 2 (0.80%) Master's Degree
5 1 (0.40%) Numerate Degree
5 1 (0.40%) PhD
Quality Assurance & Compliance
1 20 (8.00%) GDPR
2 10 (4.00%) Data Quality
3 8 (3.20%) QA
4 6 (2.40%) SLA
5 2 (0.80%) Cyber Essentials
5 2 (0.80%) ISO/IEC 27001
System Software
1 3 (1.20%) Apache Flume
Vendors
1 161 (64.40%) Microsoft
2 50 (20.00%) Tableau
3 41 (16.40%) Databricks
4 6 (2.40%) SAP
5 4 (1.60%) Oracle
6 3 (1.20%) Informatica
6 3 (1.20%) Red Hat
7 2 (0.80%) IBM
8 1 (0.40%) Google
8 1 (0.40%) Salesforce.com