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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 107 131 147
Rank change year-on-year +24 +16  
Permanent jobs citing Data Analysis 51 36 35
As % of all permanent IT jobs advertised in Leeds 2.03% 1.23% 1.06%
As % of the Processes & Methodologies category 2.19% 1.35% 1.17%
Number of salaries quoted 42 15 32
Median salary £45,000 £35,000 £37,500
Median salary % change year-on-year +28.57% -6.66%  
90% offered a salary of more than £33,650 £28,100 £28,000
10% offered a salary of more than £55,000 £60,000 £45,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 2333 2670 2989
As % of all permanent IT job vacancies advertised in Leeds 93.02% 91.28% 90.58%
Number of salaries quoted 1945 2187 2342
Median salary £47,500 £43,596 £43,000
Median salary % change year-on-year +8.95% +1.38%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 2017.

Salary histogram for Data Analysis in Leeds

For the 6 months to 24 June 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 46 (46.46%) Analytical Skills
2 33 (33.33%) SQL
3 32 (32.32%) Finance
4 29 (29.29%) Data Warehouse
5 26 (26.26%) Analytics
6 23 (23.23%) Data Modelling
6 23 (23.23%) Business Analysis
7 22 (22.22%) Stakeholder Management
7 22 (22.22%) SAS
8 21 (21.21%) SPSS
9 18 (18.18%) Business Intelligence
9 18 (18.18%) Stakeholder Engagement
10 16 (16.16%) OpenUP
10 16 (16.16%) Pricing Strategy
10 16 (16.16%) Data Mining
10 16 (16.16%) MS Access
10 16 (16.16%) VBA
10 16 (16.16%) Multivariate Analysis
11 15 (15.15%) Agile Software Development
11 15 (15.15%) Retail
11 15 (15.15%) SQL Server
11 15 (15.15%) Microsoft
12 13 (13.13%) Microsoft Excel
13 11 (11.11%) PRINCE2
14 10 (10.10%) SQL Server Integration Services
15 9 (9.09%) Mathematics
15 9 (9.09%) Salesforce.com
15 9 (9.09%) Data Deduplication
15 9 (9.09%) Apex Code
15 9 (9.09%) Tableau

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 22 (22.22%) SAS
Applications
1 21 (21.21%) SPSS
2 13 (13.13%) Microsoft Excel
3 5 (5.05%) Microsoft Office
4 2 (2.02%) Microsoft Project
5 1 (1.01%) Microsoft PowerPoint
Business Applications
1 2 (2.02%) Primavera
2 1 (1.01%) Dynamics CRM
Cloud Services
1 4 (4.04%) Cloud Computing
2 1 (1.01%) CallidusCloud
Database & Business Intelligence
1 29 (29.29%) Data Warehouse
2 16 (16.16%) Data Mining
2 16 (16.16%) MS Access
3 15 (15.15%) SQL Server
4 10 (10.10%) SQL Server Integration Services
5 7 (7.07%) Power BI
5 7 (7.07%) QlikView
5 7 (7.07%) SQL Server Reporting Services
6 6 (6.06%) SQL Server Analysis Services
7 5 (5.05%) SQL Server 2012
8 4 (4.04%) SQL Server 2014
8 4 (4.04%) SQL Server 2016
9 2 (2.02%) BusinessObjects
9 2 (2.02%) MySQL
9 2 (2.02%) PostgreSQL
9 2 (2.02%) RDBMS
9 2 (2.02%) Relational Database
9 2 (2.02%) SQL Server 2005
9 2 (2.02%) SQL Server 2008
10 1 (1.01%) Crystal Reports
Development Applications
1 6 (6.06%) Team Foundation Server
General
1 32 (32.32%) Finance
2 15 (15.15%) Retail
3 7 (7.07%) Legal
4 3 (3.03%) Marketing
5 2 (2.02%) General Ledger
5 2 (2.02%) Law
6 1 (1.01%) Billing
Job Titles
1 51 (51.52%) Analyst
2 32 (32.32%) Business Analyst
3 21 (21.21%) Developer
4 17 (17.17%) Data Scientist
5 16 (16.16%) Senior Analyst
6 12 (12.12%) Senior Business Analyst
7 10 (10.10%) Data Analyst
8 9 (9.09%) Salesforce Developer
9 7 (7.07%) Agile Business Analyst
9 7 (7.07%) Insight Analyst
10 6 (6.06%) Data Insight Analyst
10 6 (6.06%) Finance Business Analyst
10 6 (6.06%) Financial Analyst
10 6 (6.06%) Financial Business Analyst
10 6 (6.06%) Financial Services Business Analyst
10 6 (6.06%) Insight Data Analyst
10 6 (6.06%) Service Analyst
11 5 (5.05%) Excel Analyst
11 5 (5.05%) SPSS Data Analyst
11 5 (5.05%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (6.06%) .NET
2 4 (4.04%) AngularJS
2 4 (4.04%) ASP.NET
3 2 (2.02%) .NET Framework
3 2 (2.02%) ASP.NET MVC
3 2 (2.02%) ASP.NET Web API
3 2 (2.02%) Entity Framework
3 2 (2.02%) Web Services
4 1 (1.01%) WCF
4 1 (1.01%) WPF
Miscellaneous
1 46 (46.46%) Analytical Skills
2 5 (5.05%) Computer Science
3 4 (4.04%) User Experience
4 3 (3.03%) FMCG
4 3 (3.03%) Management Information System
5 2 (2.02%) Greenfield Project
5 2 (2.02%) NHS
5 2 (2.02%) Replication
6 1 (1.01%) Data Structures
6 1 (1.01%) iPad
6 1 (1.01%) Reference Data
Processes & Methodologies
1 26 (26.26%) Analytics
2 23 (23.23%) Business Analysis
2 23 (23.23%) Data Modelling
3 22 (22.22%) Stakeholder Management
4 18 (18.18%) Business Intelligence
4 18 (18.18%) Stakeholder Engagement
5 16 (16.16%) Multivariate Analysis
5 16 (16.16%) OpenUP
5 16 (16.16%) Pricing Strategy
6 15 (15.15%) Agile Software Development
7 11 (11.11%) PRINCE2
8 9 (9.09%) Data Deduplication
8 9 (9.09%) Mathematics
8 9 (9.09%) Mentoring
9 7 (7.07%) Coaching
9 7 (7.07%) Scrum
10 6 (6.06%) ETL
10 6 (6.06%) ITIL
10 6 (6.06%) Project Management
10 6 (6.06%) Stakeholder and Relationship Management
Programming Languages
1 33 (33.33%) SQL
2 16 (16.16%) VBA
3 9 (9.09%) Apex Code
4 8 (8.08%) T-SQL
5 6 (6.06%) C#
6 4 (4.04%) JavaScript
6 4 (4.04%) VB
7 2 (2.02%) FoxPro (VFP)
7 2 (2.02%) VB6
8 1 (1.01%) Java
Qualifications
1 6 (6.06%) ISEB
2 5 (5.05%) Degree
3 2 (2.02%) Numerate Degree
Quality Assurance & Compliance
1 2 (2.02%) Data Quality
2 1 (1.01%) SLA
Vendors
1 15 (15.15%) Microsoft
2 9 (9.09%) Salesforce.com
2 9 (9.09%) Tableau
3 4 (4.04%) Oracle
4 3 (3.03%) DoubleClick
4 3 (3.03%) Kenshoo
4 3 (3.03%) Marin
5 1 (1.01%) Apple
5 1 (1.01%) Callidus
5 1 (1.01%) Informatica
5 1 (1.01%) SAP
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