The following table provides summary statistics for permanent job vacancies advertised in Bradford 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Yorkshire / Bradford
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 51 56 56
Rank change year-on-year +5 0  
Permanent jobs citing Data Analysis 11 4 15
As % of all permanent IT jobs advertised in Bradford 2.35% 0.90% 2.82%
As % of the Processes & Methodologies category 2.56% 0.95% 3.11%
Number of salaries quoted 11 1 14
Median salary £45,000 £65,000 £37,750
Median salary % change year-on-year -30.76% +72.18%  
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 Bradford with a requirement for process and methodology skills.

Process & Methodology Skills
Bradford
Permanent job vacancies with a requirement for process and methodology skills 430 420 482
As % of all permanent IT job vacancies advertised in Bradford 91.68% 94.81% 90.60%
Number of salaries quoted 355 391 426
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £30,000 £31,500 £31,450
10% offered a salary of more than £57,500 £55,000 £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 Bradford

The job posting trend of jobs advertised in Bradford 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 Bradford

Data Analysis
Salary Trend in Bradford

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

Salary trend for Data Analysis in Bradford

Data Analysis
Salary Histogram in Bradford

The salary distribution of IT jobs citing Data Analysis in Bradford over the 3 months to 23 June 2017.

Salary histogram for Data Analysis in Bradford

For the 6 months to 23 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 Bradford region with a requirement for Data Analysis.

1 8 (47.06%) Finance
1 8 (47.06%) Agile Software Development
1 8 (47.06%) Analytical Skills
2 6 (35.29%) SQL
3 5 (29.41%) Business Intelligence
4 4 (23.53%) SQL Server Reporting Services
4 4 (23.53%) Business Analysis
4 4 (23.53%) Team Foundation Server
4 4 (23.53%) Project Management
4 4 (23.53%) Scrum
4 4 (23.53%) Microsoft
4 4 (23.53%) ETL
4 4 (23.53%) C#
4 4 (23.53%) PRINCE2
4 4 (23.53%) User Stories
4 4 (23.53%) Mentoring
4 4 (23.53%) Coaching
5 3 (17.65%) Case Management
5 3 (17.65%) ODBC
5 3 (17.65%) Migration
5 3 (17.65%) Management Information System
5 3 (17.65%) Workflow
5 3 (17.65%) Practice Management
5 3 (17.65%) Law
5 3 (17.65%) Legal
5 3 (17.65%) OpenEdge
5 3 (17.65%) Continuous Improvement
5 3 (17.65%) Data Quality
5 3 (17.65%) Time Management
5 3 (17.65%) Data Migration

Data Analysis
Co-occurring IT Skills in Bradford 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 3 (17.65%) OpenEdge
2 1 (5.88%) SAS
Applications
1 1 (5.88%) Microsoft Excel
Business Applications
1 2 (11.76%) SAP HR
1 2 (11.76%) SAP S/4HANA
Cloud Services
1 2 (11.76%) Google Analytics
2 1 (5.88%) Adobe Analytics
Database & Business Intelligence
1 4 (23.53%) SQL Server Reporting Services
2 2 (11.76%) Big Data
2 2 (11.76%) Data Warehouse
2 2 (11.76%) SAP HANA
2 2 (11.76%) SQL Server
3 1 (5.88%) Business Intelligence Development Studio
3 1 (5.88%) BusinessObjects
3 1 (5.88%) Data Mining
3 1 (5.88%) Power BI
3 1 (5.88%) QlikView
3 1 (5.88%) RDBMS
3 1 (5.88%) Relational Database
Development Applications
1 4 (23.53%) Team Foundation Server
2 2 (11.76%) SQL Server Management Studio (SSMS)
General
1 8 (47.06%) Finance
2 3 (17.65%) Law
2 3 (17.65%) Legal
3 1 (5.88%) Marketing
Job Titles
1 9 (52.94%) Analyst
2 5 (29.41%) Business Analyst
2 5 (29.41%) Senior Analyst
2 5 (29.41%) Senior Business Analyst
3 4 (23.53%) Developer
4 3 (17.65%) Data Migration Specialist
4 3 (17.65%) Migration Specialist
5 2 (11.76%) Business Intelligence Developer
5 2 (11.76%) HR Analyst
5 2 (11.76%) Junior
5 2 (11.76%) Junior Developer
5 2 (11.76%) SAP Analyst
5 2 (11.76%) SAP HR Analyst
5 2 (11.76%) SQL BI Developer
5 2 (11.76%) SQL Developer
6 1 (5.88%) Data Analyst
6 1 (5.88%) Data Analytics Manager
6 1 (5.88%) Process Analyst
6 1 (5.88%) Web Analyst
6 1 (5.88%) Web Analytics Analyst
Libraries, Frameworks & Software Standards
1 3 (17.65%) ODBC
Miscellaneous
1 8 (47.06%) Analytical Skills
2 3 (17.65%) Management Information System
3 2 (11.76%) Driving Licence
3 2 (11.76%) iPad
4 1 (5.88%) Greenfield Project
Processes & Methodologies
1 8 (47.06%) Agile Software Development
2 5 (29.41%) Business Intelligence
3 4 (23.53%) Business Analysis
3 4 (23.53%) Coaching
3 4 (23.53%) ETL
3 4 (23.53%) Mentoring
3 4 (23.53%) PRINCE2
3 4 (23.53%) Project Management
3 4 (23.53%) Scrum
3 4 (23.53%) User Stories
4 3 (17.65%) Case Management
4 3 (17.65%) Continuous Improvement
4 3 (17.65%) Data Migration
4 3 (17.65%) Migration
4 3 (17.65%) Practice Management
4 3 (17.65%) Time Management
4 3 (17.65%) Workflow
5 2 (11.76%) SAP Implementation
5 2 (11.76%) Systems Analysis
5 2 (11.76%) Web Analytics
Programming Languages
1 6 (35.29%) SQL
2 4 (23.53%) C#
3 2 (11.76%) VB
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
Vendors
1 4 (23.53%) Microsoft
2 2 (11.76%) Google
2 2 (11.76%) SAP
3 1 (5.88%) Adobe
3 1 (5.88%) Tableau