The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Analytics
England / Yorkshire
Rank 184 202 255
Rank change year-on-year +18 +53  
Permanent jobs citing Data Analytics 41 55 17
As % of all permanent IT jobs advertised in Yorkshire 0.78% 0.85% 0.23%
As % of the Processes & Methodologies category 0.86% 0.97% 0.26%
Number of salaries quoted 32 29 6
Median salary £40,000 £45,000 £30,000
Median salary % change year-on-year -11.11% +50.00%  
UK excluding London median salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4791 5677 6645
As % of all permanent IT job vacancies advertised in Yorkshire 90.58% 88.10% 90.25%
Number of salaries quoted 4166 4700 5341
Median salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £61,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analytics
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in Yorkshire

Data Analytics
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Yorkshire.

Salary trend for Data Analytics in Yorkshire

Data Analytics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Analytics in Yorkshire over the 3 months to 22 March 2017.

Salary histogram for Data Analytics in Yorkshire

Data Analytics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Yorkshire region over the 3 months to 22 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
West Yorkshire +9 26 £41,250 +26.92% 4
North Yorkshire +12 9 £32,500 -38.09%
South Yorkshire -7 2 £40,000 +3.22%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in Yorkshire

For the 6 months to 22 March 2017, IT jobs citing Data Analytics 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 Yorkshire region with a requirement for Data Analytics.

1 55 (100.00%) Analytics
2 31 (56.36%) SQL
3 26 (47.27%) Business Intelligence
4 17 (30.91%) SQL Server
5 16 (29.09%) Visualisation
6 15 (27.27%) Finance
7 14 (25.45%) ETL
8 13 (23.64%) Data Warehouse
9 12 (21.82%) Microsoft
9 12 (21.82%) Data Visualisation
9 12 (21.82%) QlikView
10 11 (20.00%) Customer Insight
10 11 (20.00%) Relational Database
10 11 (20.00%) Power BI
10 11 (20.00%) Data Modelling
10 11 (20.00%) Agile Software Development
10 11 (20.00%) SQL Server Reporting Services
10 11 (20.00%) Degree
11 10 (18.18%) RDBMS
11 10 (18.18%) MS Excel
12 9 (16.36%) SAS
12 9 (16.36%) JavaScript
12 9 (16.36%) SQL Server Integration Services
12 9 (16.36%) Retail
12 9 (16.36%) Big Data
13 8 (14.55%) Analytical Skills
13 8 (14.55%) Data Quality
13 8 (14.55%) Tableau
13 8 (14.55%) C#
13 8 (14.55%) .NET

Data Analytics
Top Related IT Skills in Yorkshire 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 9 (16.36%) SAS
2 1 (1.82%) Apache Spark
2 1 (1.82%) OpenEdge
Applications
1 10 (18.18%) MS Excel
2 6 (10.91%) MS Office
3 5 (9.09%) SPSS
4 2 (3.64%) MS PowerPoint
5 1 (1.82%) Spreadsheet
Business Applications
1 3 (5.45%) SAP ERP
Cloud Services
1 3 (5.45%) Google Analytics
2 2 (3.64%) Microsoft Azure
3 1 (1.82%) Amazon AWS
Communications & Networking
1 4 (7.27%) Symposium
2 2 (3.64%) Internet
3 1 (1.82%) HTTP
3 1 (1.82%) SMTP
3 1 (1.82%) SSL
Database & Business Intelligence
1 17 (30.91%) SQL Server
2 13 (23.64%) Data Warehouse
3 12 (21.82%) QlikView
4 11 (20.00%) Power BI
4 11 (20.00%) Relational Database
4 11 (20.00%) SQL Server Reporting Services
5 10 (18.18%) RDBMS
6 9 (16.36%) Big Data
6 9 (16.36%) SQL Server Integration Services
7 7 (12.73%) MySQL
8 6 (10.91%) SQL Server Analysis Services
9 5 (9.09%) Data Mining
10 4 (7.27%) Base SAS
10 4 (7.27%) Hadoop
10 4 (7.27%) Oracle Database
10 4 (7.27%) PostgreSQL
11 3 (5.45%) BusinessObjects
11 3 (5.45%) SQL Server 2016
12 2 (3.64%) Star Schema
13 1 (1.82%) Qlik Sense
Development Applications
1 3 (5.45%) Team Foundation Server
2 1 (1.82%) Fiddler
2 1 (1.82%) gulp
2 1 (1.82%) Octopus Deploy
2 1 (1.82%) ReSharper
2 1 (1.82%) Selenium
2 1 (1.82%) TeamCity
2 1 (1.82%) Visual Studio
2 1 (1.82%) WebDriver
2 1 (1.82%) WebSpeed
General
1 15 (27.27%) Finance
2 9 (16.36%) Retail
3 5 (9.09%) Banking
4 4 (7.27%) Marketing
4 4 (7.27%) Pharmaceutical
5 3 (5.45%) Local Government
6 2 (3.64%) Back Office
6 2 (3.64%) Legal
7 1 (1.82%) General Ledger
7 1 (1.82%) Law
Job Titles
1 16 (29.09%) Developer
2 10 (18.18%) Analyst
3 6 (10.91%) Business Intelligence Developer
4 4 (7.27%) .NET Developer
4 4 (7.27%) Business Consultant
4 4 (7.27%) Business Intelligence Consultant
4 4 (7.27%) Consultant
4 4 (7.27%) Technical Leader
5 3 (5.45%) Analytics Manager
5 3 (5.45%) ASP.NET Developer
5 3 (5.45%) C# .NET Developer
5 3 (5.45%) C# ASP.NET Developer
5 3 (5.45%) C# Developer
5 3 (5.45%) Data Analytics Manager
5 3 (5.45%) Data Manager
5 3 (5.45%) Insight Manager
5 3 (5.45%) Senior Analyst
6 2 (3.64%) Analytics Consultant
6 2 (3.64%) Data Analytics Officer
6 2 (3.64%) SSIS Developer
Libraries, Frameworks & Software Standards
1 8 (14.55%) .NET
2 5 (9.09%) ASP.NET
2 5 (9.09%) HTML
3 4 (7.27%) CSS
4 3 (5.45%) AngularJS
4 3 (5.45%) ASP.NET Web API
4 3 (5.45%) CSS3
4 3 (5.45%) HTML5
4 3 (5.45%) Web Services
5 2 (3.64%) ASP.NET MVC
5 2 (3.64%) Twitter Bootstrap
5 2 (3.64%) WCF
5 2 (3.64%) XML
6 1 (1.82%) EDI
6 1 (1.82%) jQuery
6 1 (1.82%) JSON
6 1 (1.82%) LINQ
6 1 (1.82%) SOAP
6 1 (1.82%) Velocity
6 1 (1.82%) WPF
Miscellaneous
1 8 (14.55%) Analytical Skills
2 4 (7.27%) Biotechnology
2 4 (7.27%) Credit Risk
3 3 (5.45%) e-Learning
3 3 (5.45%) iSeries
3 3 (5.45%) NHS
4 2 (3.64%) Computer Science
4 2 (3.64%) Data Structures
4 2 (3.64%) Enterprise Software
4 2 (3.64%) Management Information System
5 1 (1.82%) Client/Server
Operating Systems
1 5 (9.09%) Linux
2 4 (7.27%) Unix
3 3 (5.45%) Windows
4 1 (1.82%) Windows 10
4 1 (1.82%) Windows 8
4 1 (1.82%) Windows Server
Processes & Methodologies
1 55 (100.00%) Analytics
2 26 (47.27%) Business Intelligence
3 16 (29.09%) Visualisation
4 14 (25.45%) ETL
5 12 (21.82%) Data Visualisation
6 11 (20.00%) Agile Software Development
6 11 (20.00%) Customer Insight
6 11 (20.00%) Data Modelling
7 7 (12.73%) Mathematics
7 7 (12.73%) Statistical Modelling
8 6 (10.91%) Data Analysis
8 6 (10.91%) Economics
8 6 (10.91%) Psychology
8 6 (10.91%) Statistics
9 5 (9.09%) Business Analytics
9 5 (9.09%) CRM
9 5 (9.09%) Dimensional Modelling
9 5 (9.09%) MVC
9 5 (9.09%) Scrum
9 5 (9.09%) Stakeholder Management
Programming Languages
1 31 (56.36%) SQL
2 9 (16.36%) JavaScript
3 8 (14.55%) C#
4 6 (10.91%) Python
4 6 (10.91%) R
5 4 (7.27%) MATLAB
5 4 (7.27%) T-SQL
6 3 (5.45%) VB
7 1 (1.82%) C
7 1 (1.82%) Java
7 1 (1.82%) OpenEdge ABL
7 1 (1.82%) Progress 4GL
7 1 (1.82%) TypeScript
Qualifications
1 11 (20.00%) Degree
2 4 (7.27%) CISA
2 4 (7.27%) CISM
3 3 (5.45%) ACCA
3 3 (5.45%) CIPFA
3 3 (5.45%) QiCA
4 1 (1.82%) CISSP
4 1 (1.82%) ISEB
4 1 (1.82%) ISEB Practitioner
4 1 (1.82%) ISTQB
4 1 (1.82%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 8 (14.55%) Data Quality
2 4 (7.27%) IFRS
2 4 (7.27%) IFRS 9
2 4 (7.27%) QA
3 3 (5.45%) Sarbanes-Oxley
4 1 (1.82%) FATCA
Vendors
1 12 (21.82%) Microsoft
2 8 (14.55%) Oracle
2 8 (14.55%) Tableau
3 3 (5.45%) Citrix
3 3 (5.45%) Google
3 3 (5.45%) SAP
4 1 (1.82%) Progress
4 1 (1.82%) Snowplow
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