The table below looks at the statistics for Data Management skills in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Management
West Yorkshire / Bradford
Rank 43 50 52
Rank change year-on-year
+7 +2
Permanent jobs citing Data Management 4 2 4
As % of all permanent IT jobs located in Bradford 1.13% 0.55% 1.06%
As % of the Processes & Methodologies category 1.23% 0.60% 1.25%
Number of salaries quoted 3 2 2
Median salary £55,000 £48,750 £39,500
Median salary % change year-on-year
+12.82% +23.41%
UK excluding London median salary £50,000 £47,500 £46,500
% change year-on-year
+5.26% +2.15%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bradford region.

Processes & Methodologies Category
Bradford
Permanent IT job ads with a match in the
Processes & Methodologies category
326 332 321
As % of all permanent IT jobs located in Bradford 92.35% 90.96% 85.15%
Number of salaries quoted 298 298 213
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £28,000 £31,500 £30,000
10% offered a salary of more than £57,500 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Bradford

The demand trend of job ads across the Bradford region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Bradford

Data Management
Salary Trend in Bradford

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

Data Management Salary Trend in Bradford

Data Management
Top 30 Related IT Skills in Bradford

For the 6 months to 20 January 2017, IT jobs citing Data Management 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 Management.

1 30 (71.43%) Retail
2 29 (69.05%) Unified Communications
2 29 (69.05%) LAN
2 29 (69.05%) WAN
2 29 (69.05%) Data Centre
2 29 (69.05%) Application Rationalisation
3 25 (59.52%) Project Management
4 22 (52.38%) PRINCE2
4 22 (52.38%) Agile Software Development
5 8 (19.05%) Business Intelligence
6 7 (16.67%) Enterprise Architecture
6 7 (16.67%) Zachman Framework
6 7 (16.67%) TOGAF
7 3 (7.14%) Finance
7 3 (7.14%) Manufacturing
7 3 (7.14%) Migration
7 3 (7.14%) Data Warehouse
7 3 (7.14%) ERP
7 3 (7.14%) Data Migration
7 3 (7.14%) Data Cleansing
7 3 (7.14%) Data Analysis
7 3 (7.14%) Master Data Management
7 3 (7.14%) Analytical Skills
7 3 (7.14%) Data Structures
8 2 (4.76%) Statistical Modelling
8 2 (4.76%) Oracle Database
8 2 (4.76%) Machine Learning
8 2 (4.76%) SQL Server Reporting Services
8 2 (4.76%) Mathematics
8 2 (4.76%) Physics

Data Management
Top Related 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 1 (2.38%) SAS
Communications & Networking
1 29 (69.05%) LAN
1 29 (69.05%) Unified Communications
1 29 (69.05%) WAN
2 1 (2.38%) HTTPS
Database & Business Intelligence
1 3 (7.14%) Data Warehouse
2 2 (4.76%) Oracle Database
2 2 (4.76%) PostgreSQL
2 2 (4.76%) SQL Server Reporting Services
3 1 (2.38%) BusinessObjects Business Intelligence
3 1 (2.38%) Pentaho
3 1 (2.38%) Relational Database
3 1 (2.38%) SAS Enterprise Guide
3 1 (2.38%) SQL Server Analysis Services
3 1 (2.38%) SQL Server Integration Services
General
1 30 (71.43%) Retail
2 3 (7.14%) Finance
2 3 (7.14%) Manufacturing
Job Titles
1 22 (52.38%) Infrastructure Manager
1 22 (52.38%) Infrastructure Project Manager
1 22 (52.38%) IT Infrastructure Manager
1 22 (52.38%) IT Infrastructure Project Manager
1 22 (52.38%) IT Manager
1 22 (52.38%) IT Project Manager
1 22 (52.38%) Project Manager
2 8 (19.05%) Architect
3 7 (16.67%) Infrastructure Architect
3 7 (16.67%) Infrastructure Solutions Architect
3 7 (16.67%) Lead Architect
3 7 (16.67%) Lead Project Manager
3 7 (16.67%) Lead Solutions Architect
3 7 (16.67%) Solutions Architect
4 5 (11.90%) Analyst
5 4 (9.52%) Data Manager
6 3 (7.14%) Business Intelligence Analyst
7 2 (4.76%) Information Analyst
7 2 (4.76%) MI Analyst
7 2 (4.76%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 1 (2.38%) D3.js
Miscellaneous
1 29 (69.05%) Data Centre
2 3 (7.14%) Analytical Skills
2 3 (7.14%) Data Structures
3 2 (4.76%) Computer Science
3 2 (4.76%) Mathematics
3 2 (4.76%) NHS
3 2 (4.76%) Physics
3 2 (4.76%) Statistics
3 2 (4.76%) Visualisation
4 1 (2.38%) Data Integration
Processes & Methodologies
1 29 (69.05%) Application Rationalisation
2 25 (59.52%) Project Management
3 22 (52.38%) Agile Software Development
3 22 (52.38%) PRINCE2
4 8 (19.05%) Business Intelligence
5 7 (16.67%) Enterprise Architecture
5 7 (16.67%) TOGAF
5 7 (16.67%) Zachman Framework
6 3 (7.14%) Data Analysis
6 3 (7.14%) Data Cleansing
6 3 (7.14%) Data Migration
6 3 (7.14%) ERP
6 3 (7.14%) Master Data Management
6 3 (7.14%) Migration
7 2 (4.76%) Data Visualisation
7 2 (4.76%) ETL
7 2 (4.76%) Machine Learning
7 2 (4.76%) Performance Management
7 2 (4.76%) Statistical Modelling
8 1 (2.38%) Dimensional Modelling
Programming Languages
1 2 (4.76%) Python
2 1 (2.38%) Ruby
2 1 (2.38%) SQL
Qualifications
1 2 (4.76%) Degree
1 2 (4.76%) PhD
Quality Assurance & Compliance
1 2 (4.76%) Data Quality
Vendors
1 2 (4.76%) Oracle
2 1 (2.38%) Hyperion
2 1 (2.38%) SAP