The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 109 137 98
Rank change year-on-year +28 -39  
Permanent jobs citing Data Analysis 47 41 83
As % of all permanent IT jobs advertised in Leeds 1.81% 1.24% 2.25%
As % of the Processes & Methodologies category 1.97% 1.38% 2.48%
Number of salaries quoted 43 38 68
Median salary £45,000 £30,000 £32,500
Median salary % change year-on-year +50.00% -7.69%  
90% offered a salary of more than £31,700 £25,000 £28,550
10% offered a salary of more than £52,000 £39,300 £45,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis 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 2380 2981 3345
As % of all permanent IT job vacancies advertised in Leeds 91.54% 90.17% 90.60%
Number of salaries quoted 2097 2413 2649
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 Analysis
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Analysis in Leeds

Data Analysis
Salary Trend in Leeds

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

Salary trend for Data Analysis in Leeds

Data Analysis
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Analysis in Leeds over the 3 months to 29 March 2017.

Salary histogram for Data Analysis in Leeds

For the 6 months to 29 March 2017, IT jobs citing Data Analysis 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 Analysis.

1 32 (47.76%) Analytical Skills
2 29 (43.28%) MS Excel
3 28 (41.79%) SQL
4 24 (35.82%) Business Intelligence
5 20 (29.85%) SQL Server
6 19 (28.36%) Finance
7 17 (25.37%) Microsoft
8 16 (23.88%) Stakeholder Management
9 14 (20.90%) Data Warehouse
9 14 (20.90%) Analytics
9 14 (20.90%) Tableau
10 13 (19.40%) SAS
11 11 (16.42%) SPSS
11 11 (16.42%) QlikView
12 10 (14.93%) Mathematics
12 10 (14.93%) Retail
12 10 (14.93%) Business Analysis
12 10 (14.93%) Data Modelling
13 9 (13.43%) PRINCE2
13 9 (13.43%) Legal
13 9 (13.43%) Visualisation
13 9 (13.43%) Data Visualisation
13 9 (13.43%) Power BI
14 8 (11.94%) Agile Software Development
15 7 (10.45%) SQL Server Reporting Services
15 7 (10.45%) ITIL
15 7 (10.45%) .NET
15 7 (10.45%) T-SQL
15 7 (10.45%) Mentoring
16 6 (8.96%) Stakeholder Engagement

Data Analysis
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 13 (19.40%) SAS
2 1 (1.49%) SharePoint
Applications
1 29 (43.28%) MS Excel
2 11 (16.42%) SPSS
3 4 (5.97%) MS Office
4 2 (2.99%) MS Project
Business Applications
1 2 (2.99%) Primavera
2 1 (1.49%) Dynamics CRM
2 1 (1.49%) Infor CRM
Cloud Services
1 4 (5.97%) Cloud Computing
Database & Business Intelligence
1 20 (29.85%) SQL Server
2 14 (20.90%) Data Warehouse
3 11 (16.42%) QlikView
4 9 (13.43%) Power BI
5 7 (10.45%) SQL Server Reporting Services
6 5 (7.46%) SQL Server Integration Services
7 4 (5.97%) Data Mining
7 4 (5.97%) MS Access
8 3 (4.48%) SQL Server 2012
8 3 (4.48%) SQL Server Analysis Services
9 2 (2.99%) BusinessObjects
9 2 (2.99%) SQL Server 2014
9 2 (2.99%) SQL Server 2016
10 1 (1.49%) Base SAS
10 1 (1.49%) Big Data
10 1 (1.49%) DTS
10 1 (1.49%) Microsoft Power View
Development Applications
1 4 (5.97%) Team Foundation Server
General
1 19 (28.36%) Finance
2 10 (14.93%) Retail
3 9 (13.43%) Legal
4 4 (5.97%) Law
5 3 (4.48%) Marketing
Job Titles
1 39 (58.21%) Analyst
2 20 (29.85%) Developer
3 17 (25.37%) Business Analyst
4 10 (14.93%) Data Analyst
5 9 (13.43%) Senior Analyst
6 8 (11.94%) Excel Analyst
7 7 (10.45%) Data Insight Analyst
7 7 (10.45%) Insight Analyst
7 7 (10.45%) Insight Data Analyst
7 7 (10.45%) SQL Analyst
7 7 (10.45%) SQL Data Analyst
8 6 (8.96%) C# Developer
8 6 (8.96%) Salesforce Developer
8 6 (8.96%) SPSS Analyst
8 6 (8.96%) SPSS Data Analyst
9 5 (7.46%) .NET Developer
9 5 (7.46%) Business Intelligence Analyst
9 5 (7.46%) C# .NET Developer
10 4 (5.97%) JavaScript Developer
10 4 (5.97%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 7 (10.45%) .NET
2 6 (8.96%) ASP.NET
3 4 (5.97%) AngularJS
4 2 (2.99%) .NET Framework
4 2 (2.99%) ASP.NET MVC
4 2 (2.99%) ASP.NET Web API
4 2 (2.99%) Entity Framework
4 2 (2.99%) Web Services
Miscellaneous
1 32 (47.76%) Analytical Skills
2 4 (5.97%) Computer Science
2 4 (5.97%) User Experience
3 3 (4.48%) Management Information System
4 2 (2.99%) NHS
5 1 (1.49%) Data Structures
5 1 (1.49%) iPad
Processes & Methodologies
1 24 (35.82%) Business Intelligence
2 16 (23.88%) Stakeholder Management
3 14 (20.90%) Analytics
4 10 (14.93%) Business Analysis
4 10 (14.93%) Data Modelling
4 10 (14.93%) Mathematics
5 9 (13.43%) Data Visualisation
5 9 (13.43%) PRINCE2
5 9 (13.43%) Visualisation
6 8 (11.94%) Agile Software Development
7 7 (10.45%) ITIL
7 7 (10.45%) Mentoring
8 6 (8.96%) Data Deduplication
8 6 (8.96%) ETL
8 6 (8.96%) MVC
8 6 (8.96%) Stakeholder Engagement
9 5 (7.46%) Business Process Analysis
9 5 (7.46%) Requirements Analysis
9 5 (7.46%) Requirements Management
9 5 (7.46%) Scrum
Programming Languages
1 28 (41.79%) SQL
2 7 (10.45%) T-SQL
3 6 (8.96%) Apex Code
3 6 (8.96%) C#
4 5 (7.46%) VBA
5 4 (5.97%) JavaScript
6 2 (2.99%) VB
7 1 (1.49%) PowerShell
Qualifications
1 5 (7.46%) Degree
1 5 (7.46%) ISEB
Quality Assurance & Compliance
1 1 (1.49%) Data Quality
1 1 (1.49%) SLA
Systems Management
1 2 (2.99%) Systems Management Server (SMS)
Vendors
1 17 (25.37%) Microsoft
2 14 (20.90%) Tableau
3 6 (8.96%) Salesforce.com
4 4 (5.97%) Oracle
5 3 (4.48%) DoubleClick
5 3 (4.48%) Kenshoo
5 3 (4.48%) Marin
6 2 (2.99%) SAP
7 1 (1.49%) LANDesk
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