Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Yorkshire > Bradford
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 77 88 74
Rank change year-on-year +11 -14 -6
Permanent jobs citing Data Analysis 13 14 16
As % of all permanent IT jobs advertised in Bradford 1.60% 1.36% 1.93%
As % of the Processes & Methodologies category 1.74% 1.42% 2.11%
Number of salaries quoted 10 20 9
Bradford median annual salary £38,750 £53,750 £35,000
Median salary % change year-on-year -27.91% +53.57% -
10th Percentile £30,450 £35,200 £20,750
90th Percentile £50,000 £80,000 £41,000
West Yorkshire median annual salary £40,000 £42,500 £35,000
% change year-on-year -5.88% +21.43% +2.94%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for process or methodology skills.

All Process and Methodology Skills
Bradford
Permanent vacancies with a requirement for process or methodology skills 749 984 757
As % of all permanent IT jobs advertised in Bradford 91.90% 95.44% 91.43%
Number of salaries quoted 636 813 659
Bradford median annual salary £40,000 £42,500 £41,000
Median salary % change year-on-year -5.88% +3.66% +9.33%
10th Percentile £27,250 £30,000 £26,250
90th Percentile £57,250 £77,500 £58,750
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Analysis
Job Vacancy Trend in Bradford

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Bradford.

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 6 months to 20 November 2017.

Salary histogram for Data Analysis in Bradford

For the 6 months to 20 November 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 6 (46.15%) SQL
2 5 (38.46%) Finance
3 4 (30.77%) Agile Software Development
4 3 (23.08%) Stakeholder Management
4 3 (23.08%) Systems Analysis
4 3 (23.08%) Business Analysis
4 3 (23.08%) Software Testing
4 3 (23.08%) Root Cause Analysis
4 3 (23.08%) Analytical Skills
4 3 (23.08%) Project Management
4 3 (23.08%) PRINCE2
4 3 (23.08%) ERP
4 3 (23.08%) SAP
5 2 (15.38%) ODBC
5 2 (15.38%) OpenEdge
5 2 (15.38%) Linux
5 2 (15.38%) Python
5 2 (15.38%) C++
5 2 (15.38%) Java
5 2 (15.38%) PL/SQL
5 2 (15.38%) RDBMS
5 2 (15.38%) Change Management
5 2 (15.38%) Management Information System
5 2 (15.38%) Workflow
5 2 (15.38%) Practice Management
5 2 (15.38%) Law
5 2 (15.38%) Legal
5 2 (15.38%) Case Management
5 2 (15.38%) Relational Database
5 2 (15.38%) Degree

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 2 (15.38%) OpenEdge
2 1 (7.69%) SAS
Database & Business Intelligence
1 2 (15.38%) RDBMS
1 2 (15.38%) Relational Database
2 1 (7.69%) BusinessObjects
2 1 (7.69%) Data Mining
2 1 (7.69%) Data Warehouse
2 1 (7.69%) Power BI
2 1 (7.69%) SQL Server
2 1 (7.69%) SQL Server Reporting Services
General
1 5 (38.46%) Finance
2 2 (15.38%) Law
2 2 (15.38%) Legal
Job Titles
1 8 (61.54%) Analyst
2 3 (23.08%) Business Analyst
2 3 (23.08%) Data Analyst
2 3 (23.08%) Senior Analyst
2 3 (23.08%) Senior Business Analyst
3 2 (15.38%) Data Migration Specialist
3 2 (15.38%) ERP Analyst
3 2 (15.38%) Migration Specialist
4 1 (7.69%) Consultant
4 1 (7.69%) Developer
4 1 (7.69%) IT Engineer
4 1 (7.69%) Junior
4 1 (7.69%) Junior Analyst
4 1 (7.69%) SQL Analyst
4 1 (7.69%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) ODBC
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) Management Information System
2 2 (15.38%) Robotics
Operating Systems
1 2 (15.38%) Linux
Processes & Methodologies
1 4 (30.77%) Agile Software Development
2 3 (23.08%) Business Analysis
2 3 (23.08%) ERP
2 3 (23.08%) PRINCE2
2 3 (23.08%) Project Management
2 3 (23.08%) Root Cause Analysis
2 3 (23.08%) Software Testing
2 3 (23.08%) Stakeholder Management
2 3 (23.08%) Systems Analysis
3 2 (15.38%) Case Management
3 2 (15.38%) Change Management
3 2 (15.38%) Continuous Improvement
3 2 (15.38%) Data Migration
3 2 (15.38%) Migration
3 2 (15.38%) Practice Management
3 2 (15.38%) Time Management
3 2 (15.38%) Workflow
4 1 (7.69%) Coaching
4 1 (7.69%) Data Architecture
4 1 (7.69%) Validation
Programming Languages
1 6 (46.15%) SQL
2 2 (15.38%) C++
2 2 (15.38%) Java
2 2 (15.38%) PL/SQL
2 2 (15.38%) Python
3 1 (7.69%) C#
3 1 (7.69%) VB
Qualifications
1 2 (15.38%) Degree
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 3 (23.08%) SAP
2 1 (7.69%) Cognos