Period
to 23 February 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Data Governance skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Governance over the 6 months to 23 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Governance
Yorkshire > West Yorkshire
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 138 142 163
Rank change year-on-year +4 +21 -26
Contract jobs citing Data Governance 27 10 12
As % of all contract IT jobs advertised in West Yorkshire 0.83% 0.33% 0.29%
As % of the Processes & Methodologies category 0.97% 0.40% 0.34%
Number of daily rates quoted 23 7 10
West Yorkshire median daily rate £500 £475 £384
Median daily rate % change year-on-year +5.26% +23.78% -19.21%
10th Percentile £378 £400 £341
90th Percentile £615 £538 £540
Yorkshire median daily rate £507 £475 £425
% change year-on-year +6.63% +11.76% -10.53%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2,774 2,524 3,501
As % of all contract IT jobs advertised in West Yorkshire 85.33% 84.44% 84.81%
Number of daily rates quoted 1,878 1,643 2,368
West Yorkshire median daily rate £400 £400 £390
Median daily rate % change year-on-year - +2.56% +4.00%
10th Percentile £270 £263 £263
90th Percentile £545 £550 £575
Yorkshire median daily rate £400 £400 £394
% change year-on-year - +1.52% +8.69%
Number of hourly rates quoted 77 62 90
West Yorkshire median hourly rate £16.00 £14.50 £15.31
Median hourly rate % change year-on-year +10.34% -5.28% -6.43%
10th Percentile £9.81 £9.80 £9.99
90th Percentile £40.00 £29.40 £25.79
Yorkshire median hourly rate £19.52 £14.87 £15.00
% change year-on-year +31.28% -0.90% -4.61%

Data Governance
Job Vacancy Trend in West Yorkshire

Job postings citing Data Governance as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Data Governance in West Yorkshire

Data Governance
Contractor Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Governance in West Yorkshire.

Contractor daily rate trend for Data Governance in West Yorkshire

Data Governance
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Governance in West Yorkshire over the 6 months to 23 February 2018.

Contractor daily rate histogram for Data Governance in West Yorkshire

Data Governance
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Governance within the West Yorkshire region over the 6 months to 23 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +4 19 £500 +2.56% 7
Bradford +2 2 £550 - 2
Data Governance
Yorkshire

For the 6 months to 23 February 2018, IT contractor jobs citing Data Governance also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the West Yorkshire region with a requirement for Data Governance.

1 10 (37.04%) Data Modelling
1 10 (37.04%) Data Management
2 9 (33.33%) Analytical Skills
3 8 (29.63%) Finance
3 8 (29.63%) Migration
3 8 (29.63%) SQL
4 7 (25.93%) Data Warehouse
4 7 (25.93%) Business Intelligence
4 7 (25.93%) Management Information System
4 7 (25.93%) GDPR
5 6 (22.22%) Stakeholder Management
5 6 (22.22%) Microsoft
5 6 (22.22%) SAS
5 6 (22.22%) SQL Server Analysis Services
6 5 (18.52%) Data Architecture
6 5 (18.52%) Analytics
6 5 (18.52%) ETL
7 4 (14.81%) Banking
7 4 (14.81%) Data Analysis
7 4 (14.81%) Project Management
7 4 (14.81%) Data Mining
7 4 (14.81%) SAP
7 4 (14.81%) Data Migration
7 4 (14.81%) Data Protection
7 4 (14.81%) SQL Server Integration Services
7 4 (14.81%) Power BI
8 3 (11.11%) SQL Server 2014
8 3 (11.11%) SQL Server 2016
8 3 (11.11%) Enterprise Architecture
8 3 (11.11%) Mathematics

Data Governance
Co-occurring IT Skills in West Yorkshire 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 6 (22.22%) SAS
2 2 (7.41%) Cloud Foundry
2 2 (7.41%) OpenStack
3 1 (3.70%) NetWeaver
Applications
1 1 (3.70%) Microsoft Office
Business Applications
1 2 (7.41%) SAP S/4HANA
2 1 (3.70%) SAP MDM
2 1 (3.70%) SAP R/3
Cloud Services
1 2 (7.41%) Amazon AWS
1 2 (7.41%) Microsoft Azure
2 1 (3.70%) SuccessFactors
Communications & Networking
1 1 (3.70%) SMS
Database & Business Intelligence
1 7 (25.93%) Data Warehouse
2 6 (22.22%) SQL Server Analysis Services
3 4 (14.81%) Data Mining
3 4 (14.81%) Power BI
3 4 (14.81%) SQL Server Integration Services
4 3 (11.11%) SQL Server
4 3 (11.11%) SQL Server 2014
4 3 (11.11%) SQL Server 2016
4 3 (11.11%) SQL Server Reporting Services
5 2 (7.41%) Big Data
5 2 (7.41%) OLAP
5 2 (7.41%) OLAP Cube
6 1 (3.70%) Apache Hive
6 1 (3.70%) BusinessObjects
6 1 (3.70%) Data Lake
6 1 (3.70%) Enterprise Data Warehouse
6 1 (3.70%) Hadoop
6 1 (3.70%) Pentaho
6 1 (3.70%) PostgreSQL
6 1 (3.70%) SAP BW
Development Applications
1 1 (3.70%) ERwin
General
1 8 (29.63%) Finance
2 4 (14.81%) Banking
3 2 (7.41%) Local Government
3 2 (7.41%) Retail Banking
4 1 (3.70%) Legal
Job Titles
1 8 (29.63%) Data Manager
2 6 (22.22%) Analyst
2 6 (22.22%) Architect
2 6 (22.22%) Data Analyst
3 5 (18.52%) Project Manager
4 4 (14.81%) Data Architect
5 3 (11.11%) Developer
6 2 (7.41%) Business Intelligence Developer
6 2 (7.41%) Consultant
6 2 (7.41%) Enterprise Architect
6 2 (7.41%) Power BI Developer
6 2 (7.41%) SAS Analyst
6 2 (7.41%) SAS Data Analyst
6 2 (7.41%) Senior Manager
6 2 (7.41%) SQL Analyst
6 2 (7.41%) SQL Data Analyst
6 2 (7.41%) Systems Analyst
7 1 (3.70%) Data Migration Consultant
7 1 (3.70%) Senior Architect
7 1 (3.70%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (7.41%) MDX
1 2 (7.41%) Web Services
2 1 (3.70%) Middleware
2 1 (3.70%) SAP Basis
Miscellaneous
1 9 (33.33%) Analytical Skills
2 7 (25.93%) Management Information System
3 2 (7.41%) Mainframe
4 1 (3.70%) Enterprise Software
4 1 (3.70%) Market Risk
4 1 (3.70%) Reference Data
Operating Systems
1 3 (11.11%) Unix
2 2 (7.41%) Linux
Processes & Methodologies
1 10 (37.04%) Data Management
1 10 (37.04%) Data Modelling
2 8 (29.63%) Migration
3 7 (25.93%) Business Intelligence
4 6 (22.22%) Stakeholder Management
5 5 (18.52%) Analytics
5 5 (18.52%) Data Architecture
5 5 (18.52%) ETL
6 4 (14.81%) Data Analysis
6 4 (14.81%) Data Migration
6 4 (14.81%) Data Protection
6 4 (14.81%) Project Management
7 3 (11.11%) Data Integration
7 3 (11.11%) Enterprise Architecture
7 3 (11.11%) Mathematics
7 3 (11.11%) Open Source
7 3 (11.11%) UML
7 3 (11.11%) Validation
8 2 (7.41%) Data Cleansing
8 2 (7.41%) Predictive Modelling
Programming Languages
1 8 (29.63%) SQL
2 3 (11.11%) T-SQL
3 2 (7.41%) Data Analysis Expressions (DAX)
3 2 (7.41%) Java
4 1 (3.70%) Shell Script
Qualifications
1 1 (3.70%) Degree
1 1 (3.70%) ISEB
1 1 (3.70%) Numerate Degree
Quality Assurance & Compliance
1 7 (25.93%) GDPR
2 2 (7.41%) Data Quality
3 1 (3.70%) QA
Vendors
1 6 (22.22%) Microsoft
2 4 (14.81%) SAP
3 2 (7.41%) MuleSoft
4 1 (3.70%) CA
4 1 (3.70%) Informatica
4 1 (3.70%) Oracle
4 1 (3.70%) Tableau