The table below looks at the statistics for Data Governance skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Governance over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Governance
Rank 121 135 140
Rank change year-on-year
+14 +5
Contract jobs citing Data Governance 34 27 5
As % of all contract IT jobs located in the North West 1.06% 0.65% 0.15%
As % of the Processes & Methodologies category 1.26% 0.82% 0.20%
Number of daily rates quoted 26 12 3
Median daily rate £450 £458 £550
Median daily rate % change year-on-year
-1.63% -16.81%
90% offered a daily rate of more than £375 £246 £452
10% offered a daily rate of more than £675 £606 £590
UK excluding London median daily rate £475 £434 £460
% change year-on-year
+9.38% -5.59%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £13.25 - -
Data Governance
England

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

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2698 3289 2538
As % of all contract IT jobs located in the North West 83.76% 79.41% 77.52%
Number of daily rates quoted 1800 2013 1500
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 62 129 107
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.56 £12.35 £13.50
10% offered a hourly rate of more than £44.35 £47.71 £55.00
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

Data Governance
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Data Governance as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Governance Jobs Demand Trend in the North West

Data Governance
Daily Rate Trend in the North West

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

Data Governance Daily Rate Trend in the North West

Data Governance
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Governance across the North West region over the 3 months to 5 December 2016.

Data Governance Daily Rate Histogram in the North West

Data Governance
Contract Job Locations in the North West

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 North West region over the 3 months to 5 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +2 15 £413 -5.65% 3
Cheshire +23 11 £650 +36.84% 1
Data Governance
England

Data Governance
Top 30 Related IT Skills in the North West

For the 6 months to 5 December 2016, IT contractor jobs citing Data Governance also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the North West region with a requirement for Data Governance.

1 24 (60.00%) Data Modelling
2 22 (55.00%) Data Management
3 17 (42.50%) Data Quality
4 16 (40.00%) Data Architecture
5 15 (37.50%) Data Warehouse
6 13 (32.50%) Logical Data Model
6 13 (32.50%) Physical Data Model
7 11 (27.50%) Analytical Skills
8 10 (25.00%) Finance
9 9 (22.50%) Taxonomies
9 9 (22.50%) Ontologies
9 9 (22.50%) Business Intelligence
10 8 (20.00%) Data Acquisition
11 7 (17.50%) Open Source
11 7 (17.50%) Apache Hive
11 7 (17.50%) MongoDB
11 7 (17.50%) HBase
11 7 (17.50%) Hadoop
11 7 (17.50%) Stakeholder Management
11 7 (17.50%) PostgreSQL
12 5 (12.50%) Data Analysis
12 5 (12.50%) Quality Management
13 4 (10.00%) SQL
13 4 (10.00%) Risk Management
13 4 (10.00%) Agile Software Development
13 4 (10.00%) Business Transformation
14 3 (7.50%) Tableau
14 3 (7.50%) Big Data
14 3 (7.50%) Migration
14 3 (7.50%) Data Migration

Data Governance
Top Related IT Skills in the North West 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 (2.50%) SAS
1 1 (2.50%) SharePoint
Applications
1 2 (5.00%) MS Excel
2 1 (2.50%) MS Office
Database & Business Intelligence
1 15 (37.50%) Data Warehouse
2 7 (17.50%) Apache Hive
2 7 (17.50%) Hadoop
2 7 (17.50%) HBase
2 7 (17.50%) MongoDB
2 7 (17.50%) PostgreSQL
3 3 (7.50%) Big Data
4 1 (2.50%) Data Mining
4 1 (2.50%) OLAP
4 1 (2.50%) OLTP
4 1 (2.50%) SQL Server Analysis Services
4 1 (2.50%) SQL Server Reporting Services
Development Applications
1 2 (5.00%) Talend Open Studio
General
1 10 (25.00%) Finance
2 2 (5.00%) Retail
3 1 (2.50%) Legal
Job Titles
1 22 (55.00%) Architect
2 21 (52.50%) Data Architect
3 10 (25.00%) Analyst
4 7 (17.50%) Principal Architect
5 6 (15.00%) Data Analyst
5 6 (15.00%) Principal Data Architect
6 5 (12.50%) Domain Architect
7 3 (7.50%) Consultant
7 3 (7.50%) Data Consultant
7 3 (7.50%) Lead Architect
7 3 (7.50%) Lead Data Architect
7 3 (7.50%) Management Consultant
8 2 (5.00%) Business Analyst
8 2 (5.00%) Data Business Analyst
8 2 (5.00%) Data Manager
8 2 (5.00%) Enterprise Data Architect
8 2 (5.00%) Solutions Architect
9 1 (2.50%) Business Data Analyst
9 1 (2.50%) Senior Architect
9 1 (2.50%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (5.00%) XML
Miscellaneous
1 11 (27.50%) Analytical Skills
2 9 (22.50%) Ontologies
2 9 (22.50%) Taxonomies
3 3 (7.50%) Data Structures
4 2 (5.00%) Management Information System
4 2 (5.00%) User Experience
5 1 (2.50%) Credit Risk
5 1 (2.50%) Data Integration
Processes & Methodologies
1 24 (60.00%) Data Modelling
2 22 (55.00%) Data Management
3 16 (40.00%) Data Architecture
4 13 (32.50%) Logical Data Model
4 13 (32.50%) Physical Data Model
5 9 (22.50%) Business Intelligence
6 8 (20.00%) Data Acquisition
7 7 (17.50%) Open Source
7 7 (17.50%) Stakeholder Management
8 5 (12.50%) Data Analysis
8 5 (12.50%) Quality Management
9 4 (10.00%) Agile Software Development
9 4 (10.00%) Business Transformation
9 4 (10.00%) Risk Management
10 3 (7.50%) CRM
10 3 (7.50%) Data Migration
10 3 (7.50%) ETL
10 3 (7.50%) Migration
10 3 (7.50%) Technical Architecture
11 2 (5.00%) Data Mapping
Programming Languages
1 4 (10.00%) SQL
2 1 (2.50%) VBA
Qualifications
1 2 (5.00%) Degree
1 2 (5.00%) Security Cleared
2 1 (2.50%) BPSS Clearance
2 1 (2.50%) SC Cleared
Quality Assurance & Compliance
1 17 (42.50%) Data Quality
2 1 (2.50%) ISO20022
Vendors
1 3 (7.50%) Informatica
1 3 (7.50%) Microsoft
1 3 (7.50%) SAP
1 3 (7.50%) Tableau
2 2 (5.00%) EXASOL
2 2 (5.00%) Talend
3 1 (2.50%) Siebel