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

Data Analytics
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 135 138 166
Rank change year-on-year +3 +28  
Permanent jobs citing Data Analytics 22 39 15
As % of all permanent IT jobs advertised in Leeds 0.85% 1.18% 0.41%
As % of the Processes & Methodologies category 0.93% 1.31% 0.45%
Number of salaries quoted 17 24 6
Median salary £40,000 £32,500 £30,000
Median salary % change year-on-year +23.07% +8.33%  
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 Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2360 2980 3351
As % of all permanent IT job vacancies advertised in Leeds 91.54% 90.25% 90.59%
Number of salaries quoted 2079 2412 2652
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analytics
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Analytics
Salary Trend in Leeds

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

Salary trend for Data Analytics in Leeds

Data Analytics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Analytics in Leeds over the 3 months to 30 March 2017.

Salary histogram for Data Analytics in Leeds

For the 6 months to 30 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 Leeds region with a requirement for Data Analytics.

1 34 (100.00%) Analytics
2 19 (55.88%) Business Intelligence
3 18 (52.94%) SQL
4 14 (41.18%) Finance
5 12 (35.29%) ETL
6 11 (32.35%) Microsoft
6 11 (32.35%) Data Modelling
7 10 (29.41%) SQL Server
8 9 (26.47%) MS Excel
8 9 (26.47%) Retail
8 9 (26.47%) SQL Server Integration Services
8 9 (26.47%) Customer Insight
8 9 (26.47%) Relational Database
9 8 (23.53%) Analytical Skills
9 8 (23.53%) Degree
9 8 (23.53%) Data Warehouse
9 8 (23.53%) SAS
10 7 (20.59%) RDBMS
10 7 (20.59%) Oracle
10 7 (20.59%) SQL Server Reporting Services
10 7 (20.59%) Data Mining
10 7 (20.59%) Statistical Modelling
11 6 (17.65%) Visualisation
11 6 (17.65%) Data Visualisation
11 6 (17.65%) SQL Server Analysis Services
12 5 (14.71%) Economics
12 5 (14.71%) Marketing
12 5 (14.71%) Mathematics
12 5 (14.71%) Psychology
12 5 (14.71%) Business Analytics

Data Analytics
Co-occurring IT Skills in Leeds 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 8 (23.53%) SAS
2 1 (2.94%) OpenEdge
Applications
1 9 (26.47%) MS Excel
2 5 (14.71%) MS Office
2 5 (14.71%) SPSS
3 1 (2.94%) MS PowerPoint
Business Applications
1 3 (8.82%) SAP ERP
Cloud Services
1 1 (2.94%) Amazon AWS
Communications & Networking
1 3 (8.82%) Symposium
Database & Business Intelligence
1 10 (29.41%) SQL Server
2 9 (26.47%) Relational Database
2 9 (26.47%) SQL Server Integration Services
3 8 (23.53%) Data Warehouse
4 7 (20.59%) Data Mining
4 7 (20.59%) RDBMS
4 7 (20.59%) SQL Server Reporting Services
5 6 (17.65%) SQL Server Analysis Services
6 5 (14.71%) Big Data
7 4 (11.76%) BusinessObjects
7 4 (11.76%) Hadoop
7 4 (11.76%) Oracle Database
8 3 (8.82%) Base SAS
8 3 (8.82%) QlikView
8 3 (8.82%) SQL Server 2016
9 2 (5.88%) Power BI
9 2 (5.88%) Star Schema
10 1 (2.94%) Amazon Redshift
10 1 (2.94%) PostgreSQL
Development Applications
1 2 (5.88%) Team Foundation Server
2 1 (2.94%) Octopus Deploy
2 1 (2.94%) Selenium
2 1 (2.94%) TeamCity
2 1 (2.94%) WebDriver
2 1 (2.94%) WebSpeed
General
1 14 (41.18%) Finance
2 9 (26.47%) Retail
3 5 (14.71%) Marketing
4 4 (11.76%) Banking
5 3 (8.82%) Legal
5 3 (8.82%) Local Government
5 3 (8.82%) Pharmaceutical
6 2 (5.88%) Back Office
7 1 (2.94%) Law
Job Titles
1 13 (38.24%) Developer
2 10 (29.41%) Analyst
3 6 (17.65%) Business Intelligence Developer
4 4 (11.76%) Business Consultant
4 4 (11.76%) Business Intelligence Consultant
4 4 (11.76%) Consultant
5 3 (8.82%) Data Warehouse Developer
5 3 (8.82%) Senior Analyst
6 2 (5.88%) Analyst Developer
6 2 (5.88%) Analytics Consultant
6 2 (5.88%) Data Analytics Consultant
6 2 (5.88%) Data Consultant
6 2 (5.88%) Developer Analyst
6 2 (5.88%) Excel Analyst
6 2 (5.88%) Report Analyst
6 2 (5.88%) Senior Reporting Analyst
6 2 (5.88%) SQL Developer
6 2 (5.88%) SSIS Developer
7 1 (2.94%) Data Engineer
7 1 (2.94%) Insight Analyst
Libraries, Frameworks & Software Standards
1 3 (8.82%) .NET
2 2 (5.88%) Web Services
3 1 (2.94%) AngularJS
3 1 (2.94%) ASP.NET Web API
3 1 (2.94%) HTML
3 1 (2.94%) XML
Miscellaneous
1 8 (23.53%) Analytical Skills
2 4 (11.76%) Credit Risk
3 3 (8.82%) Biotechnology
3 3 (8.82%) iSeries
3 3 (8.82%) NHS
4 2 (5.88%) Data Structures
4 2 (5.88%) Enterprise Software
4 2 (5.88%) Management Information System
5 1 (2.94%) Client/Server
Operating Systems
1 4 (11.76%) Linux
1 4 (11.76%) Unix
2 1 (2.94%) Windows
Processes & Methodologies
1 34 (100.00%) Analytics
2 19 (55.88%) Business Intelligence
3 12 (35.29%) ETL
4 11 (32.35%) Data Modelling
5 9 (26.47%) Customer Insight
6 7 (20.59%) Statistical Modelling
7 6 (17.65%) Data Visualisation
7 6 (17.65%) Visualisation
8 5 (14.71%) Business Analytics
8 5 (14.71%) Economics
8 5 (14.71%) Mathematics
8 5 (14.71%) Psychology
9 4 (11.76%) Business Development
9 4 (11.76%) Customer Segmentation
9 4 (11.76%) Data Management
9 4 (11.76%) ETL Development
9 4 (11.76%) Predictive Analytics
9 4 (11.76%) Predictive Modelling
9 4 (11.76%) Project Management
10 3 (8.82%) Data Privacy
Programming Languages
1 18 (52.94%) SQL
2 4 (11.76%) Python
2 4 (11.76%) R
2 4 (11.76%) VB
3 3 (8.82%) JavaScript
3 3 (8.82%) MATLAB
4 2 (5.88%) C#
4 2 (5.88%) T-SQL
5 1 (2.94%) OpenEdge ABL
5 1 (2.94%) Progress 4GL
Qualifications
1 8 (23.53%) Degree
2 3 (8.82%) ACCA
2 3 (8.82%) CIPFA
2 3 (8.82%) CISA
2 3 (8.82%) CISM
2 3 (8.82%) QiCA
Quality Assurance & Compliance
1 4 (11.76%) Data Quality
1 4 (11.76%) IFRS
1 4 (11.76%) IFRS 9
2 3 (8.82%) QA
2 3 (8.82%) Sarbanes-Oxley
Vendors
1 11 (32.35%) Microsoft
2 7 (20.59%) Oracle
3 4 (11.76%) Tableau
4 3 (8.82%) Citrix
4 3 (8.82%) SAP
5 1 (2.94%) Progress
5 1 (2.94%) Snowplow
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