The following table provides summary statistics for contract job vacancies advertised in England 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 3 months to 27 March 2017 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
UK / England
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 406 406 360
Rank change year-on-year 0 -46  
Contract jobs citing Data Governance 162 213 259
As % of all contract IT jobs advertised in England 0.39% 0.43% 0.53%
As % of the Processes & Methodologies category 0.47% 0.52% 0.66%
Number of daily rates quoted 93 153 147
Median daily rate £490 £475 £525
Median daily rate % change year-on-year +3.15% -9.52%  
90% offered a daily rate of more than £350 £333 £396
10% offered a daily rate of more than £693 £650 £700
UK excluding London median daily rate £475 £450 £475
% change year-on-year +5.55% -5.26%  
Number of hourly rates quoted 0 3 0
Median hourly rate - £44.00 -
UK excluding London median hourly rate - - -

Data Governance is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 34518 40706 39240
As % of all contract IT job vacancies advertised in England 83.29% 82.96% 79.99%
Number of daily rates quoted 22895 27022 24711
Median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.85% +2.94%  
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £585
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 862 1004 1154
Median hourly rate £36.50 £37.00 £27.50
Median hourly rate % change year-on-year -1.35% +34.54%  
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £52.50 £55.00 £48.55
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Governance
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Governance as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Governance in England

Data Governance
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Governance in England

Data Governance
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Governance in England over the 3 months to 27 March 2017.

Contractor daily rate histogram for Data Governance in England

Data Governance
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Governance in England.

Contractor hourly rate trend for Data Governance in England

Data Governance
Contract Job Locations in England

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 England region over the 3 months to 27 March 2017. 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 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
London +14 92 £538 +7.50% 16
South East +13 33 £425 -10.52% 3
West Midlands +14 11 £480 +16.36% 2
South West +2 9 £575 +25.27% 1
North West +16 6 £606 +42.64% 3
East Midlands -8 3 £490 -2.00% 2
East of England -8 3 £451 +46.50%
Yorkshire +9 1 £425 +17.64% 2
North East -11 1 £275 -25.67%
Data Governance
UK

Data Governance
Top 30 Co-occurring IT Skills in England

For the 6 months to 27 March 2017, 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 England region with a requirement for Data Governance.

1 172 (44.56%) Data Management
2 143 (37.05%) Data Modelling
3 125 (32.38%) Finance
4 121 (31.35%) Data Quality
5 84 (21.76%) Data Architecture
6 82 (21.24%) Analytics
7 78 (20.21%) ETL
8 77 (19.95%) Business Intelligence
9 74 (19.17%) Data Warehouse
10 72 (18.65%) SAP
11 65 (16.84%) SQL
12 63 (16.32%) Master Data Management
13 60 (15.54%) Banking
14 54 (13.99%) Stakeholder Management
15 49 (12.69%) Agile Software Development
15 49 (12.69%) Data Analysis
15 49 (12.69%) Data Integration
16 47 (12.18%) Migration
16 47 (12.18%) Analytical Skills
17 44 (11.40%) SQL Server
17 44 (11.40%) Microsoft
18 43 (11.14%) Project Management
19 42 (10.88%) Data Migration
20 40 (10.36%) Reference Data
20 40 (10.36%) Big Data
21 33 (8.55%) Information Management
21 33 (8.55%) Business Analysis
21 33 (8.55%) SAP MDG
22 30 (7.77%) Degree
23 29 (7.51%) SQL Server Integration Services

Data Governance
Co-occurring IT Skills in England 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 11 (2.85%) SAS
1 11 (2.85%) SharePoint
2 5 (1.30%) Skype for Business
3 4 (1.04%) Apache Spark
4 2 (0.52%) BizTalk Server
4 2 (0.52%) Confluence
4 2 (0.52%) Oracle SOA Suite
4 2 (0.52%) WebSphere
5 1 (0.26%) CMS
5 1 (0.26%) Elasticsearch
5 1 (0.26%) JBoss
5 1 (0.26%) MQSeries
5 1 (0.26%) Oracle Workflow
5 1 (0.26%) Predix
5 1 (0.26%) SharePoint 2010
5 1 (0.26%) SharePoint 2013
5 1 (0.26%) WebLogic
Applications
1 28 (7.25%) MS Excel
2 12 (3.11%) MS Office
3 7 (1.81%) SPSS
4 6 (1.55%) MS Project
5 4 (1.04%) MS Visio
6 3 (0.78%) MS PowerPoint
Business Applications
1 33 (8.55%) SAP MDG
2 6 (1.55%) Markit EDM
2 6 (1.55%) SAP MDM
3 5 (1.30%) SAP Oil and Gas
3 5 (1.30%) thinkFolio
4 4 (1.04%) Maximo
5 3 (0.78%) Adobe Campaign
6 2 (0.52%) Oracle Procure-to-Pay
6 2 (0.52%) SimCorp Dimension
7 1 (0.26%) Dynamics CRM
7 1 (0.26%) Eagle PACE
7 1 (0.26%) Magento
7 1 (0.26%) NetSuite
7 1 (0.26%) Oracle ERP
7 1 (0.26%) PolarLake
7 1 (0.26%) SAP CO
7 1 (0.26%) SAP ERP
7 1 (0.26%) SAP FI
7 1 (0.26%) SAP FI/CO
7 1 (0.26%) SAP MM
Cloud Services
1 17 (4.40%) Microsoft Azure
2 12 (3.11%) Amazon AWS
3 8 (2.07%) Google Tag Manager
4 5 (1.30%) Office 365
5 2 (0.52%) Adobe Analytics
5 2 (0.52%) Azure Machine Learning
5 2 (0.52%) Data Lake Analytics
5 2 (0.52%) Veeva
6 1 (0.26%) Amazon EC2
6 1 (0.26%) Cloud Computing
6 1 (0.26%) Force.com
6 1 (0.26%) Google Analytics
6 1 (0.26%) Google Cloud Platform
Communications & Networking
1 8 (2.07%) HTTP
2 5 (1.30%) Skype
3 2 (0.52%) Internet
3 2 (0.52%) Intranet
4 1 (0.26%) Firewall
4 1 (0.26%) FTP
4 1 (0.26%) IP Telephony
4 1 (0.26%) LDAP
4 1 (0.26%) OpenLDAP
Database & Business Intelligence
1 74 (19.17%) Data Warehouse
2 44 (11.40%) SQL Server
3 40 (10.36%) Big Data
4 29 (7.51%) SQL Server Integration Services
5 27 (6.99%) Hadoop
6 24 (6.22%) SQL Server Reporting Services
7 17 (4.40%) NoSQL
8 16 (4.15%) QlikView
9 15 (3.89%) Relational Database
10 14 (3.63%) SQL Server Analysis Services
11 12 (3.11%) IBM InfoSphere
11 12 (3.11%) OLAP
12 10 (2.59%) MongoDB
13 9 (2.33%) Power BI
14 8 (2.07%) Apache Hive
14 8 (2.07%) BusinessObjects
14 8 (2.07%) SAP HANA
15 7 (1.81%) MS Access
15 7 (1.81%) Pentaho
15 7 (1.81%) Star Schema
Development Applications
1 10 (2.59%) Talend Open Studio
2 7 (1.81%) ERwin
3 6 (1.55%) Team Foundation Server
4 5 (1.30%) LSMW
4 5 (1.30%) PowerDesigner
4 5 (1.30%) Visual Studio
5 4 (1.04%) JIRA
6 1 (0.26%) Atlassian Bamboo
6 1 (0.26%) Eclipse
6 1 (0.26%) Jenkins
6 1 (0.26%) Maven
6 1 (0.26%) Oracle APEX
6 1 (0.26%) Rational Rhapsody
6 1 (0.26%) SoapUI
General
1 125 (32.38%) Finance
2 60 (15.54%) Banking
3 19 (4.92%) Investment Banking
4 17 (4.40%) Retail
5 15 (3.89%) Marketing
6 9 (2.33%) Legal
7 7 (1.81%) Telecoms
8 6 (1.55%) Pharmaceutical
9 5 (1.30%) Retail Banking
10 3 (0.78%) Financial Institution
10 3 (0.78%) Wholesale Banking
11 2 (0.52%) Electronics
11 2 (0.52%) Manufacturing
11 2 (0.52%) Private Banking
12 1 (0.26%) Advertising
12 1 (0.26%) Corporate Banking
12 1 (0.26%) French Language
12 1 (0.26%) Front Office
12 1 (0.26%) German Language
12 1 (0.26%) Publishing
Job Titles
1 112 (29.02%) Architect
2 96 (24.87%) Analyst
3 91 (23.58%) Data Architect
4 53 (13.73%) Data Analyst
5 43 (11.14%) Consultant
6 38 (9.84%) Business Analyst
7 34 (8.81%) Data Manager
8 33 (8.55%) Data Consultant
9 25 (6.48%) Data Business Analyst
10 22 (5.70%) Developer
11 21 (5.44%) SAP Consultant
12 20 (5.18%) Governance Analyst
13 18 (4.66%) Data Governance Consultant
13 18 (4.66%) Governance Consultant
14 16 (4.15%) SAP MDG Consultant
15 15 (3.89%) Governance Manager
15 15 (3.89%) Project Manager
16 14 (3.63%) Data Governance Analyst
16 14 (3.63%) Data Governance Manager
17 13 (3.37%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 16 (4.15%) XML
2 14 (3.63%) REST
3 10 (2.59%) SOAP
4 8 (2.07%) Web Dynpro
5 7 (1.81%) HTML
5 7 (1.81%) JSON
5 7 (1.81%) Regular Expression
5 7 (1.81%) SAP Fiori
6 6 (1.55%) Web Services
7 5 (1.30%) PostGIS
8 3 (0.78%) J2EE
8 3 (0.78%) RESTful
8 3 (0.78%) XML Schema
9 2 (0.52%) .NET
9 2 (0.52%) D3.js
9 2 (0.52%) Kafka
9 2 (0.52%) Natural Language Processing
9 2 (0.52%) SAP ALE
9 2 (0.52%) Spring
10 1 (0.26%) AngularJS
Miscellaneous
1 47 (12.18%) Analytical Skills
2 40 (10.36%) Reference Data
3 24 (6.22%) Data Structures
4 23 (5.96%) Management Information System
5 12 (3.11%) Computer Science
6 8 (2.07%) Digital Media
6 8 (2.07%) Mobile App
7 7 (1.81%) Enterprise Software
8 6 (1.55%) Derivative
8 6 (1.55%) Equities
8 6 (1.55%) Fixed Income
8 6 (1.55%) Taxonomies
9 5 (1.30%) Credit Risk
9 5 (1.30%) Foreign Exchange (FX)
10 4 (1.04%) Data Protection Act
10 4 (1.04%) User Experience
11 3 (0.78%) FMCG
11 3 (0.78%) Hedge funds
11 3 (0.78%) Replication
11 3 (0.78%) Social Network
Operating Systems
1 7 (1.81%) Linux
2 1 (0.26%) Unix
Processes & Methodologies
1 172 (44.56%) Data Management
2 143 (37.05%) Data Modelling
3 84 (21.76%) Data Architecture
4 82 (21.24%) Analytics
5 78 (20.21%) ETL
6 77 (19.95%) Business Intelligence
7 63 (16.32%) Master Data Management
8 54 (13.99%) Stakeholder Management
9 49 (12.69%) Agile Software Development
9 49 (12.69%) Data Analysis
9 49 (12.69%) Data Integration
10 47 (12.18%) Migration
11 43 (11.14%) Project Management
12 42 (10.88%) Data Migration
13 33 (8.55%) Business Analysis
13 33 (8.55%) Information Management
14 26 (6.74%) Data Mapping
14 26 (6.74%) Data Security
14 26 (6.74%) Logical Data Model
15 25 (6.48%) ERP
Programming Languages
1 65 (16.84%) SQL
2 17 (4.40%) Java
3 11 (2.85%) ABAP
4 7 (1.81%) Python
4 7 (1.81%) R
4 7 (1.81%) T-SQL
5 6 (1.55%) PL/SQL
6 5 (1.30%) C++
7 4 (1.04%) C#
7 4 (1.04%) VB
8 3 (0.78%) C
8 3 (0.78%) JavaScript
8 3 (0.78%) VBA
9 2 (0.52%) MATLAB
10 1 (0.26%) Apex Code
10 1 (0.26%) Perl
10 1 (0.26%) Shell Script
Qualifications
1 30 (7.77%) Degree
2 5 (1.30%) Security Cleared
3 4 (1.04%) CISA
3 4 (1.04%) CISSP
3 4 (1.04%) PRINCE2 Certification
3 4 (1.04%) Six Sigma Green Belt
4 3 (0.78%) CISM
4 3 (0.78%) ISEB
4 3 (0.78%) SC Cleared
5 2 (0.52%) CRISC
5 2 (0.52%) PMI Certification
5 2 (0.52%) PMP
5 2 (0.52%) Postgraduate
6 1 (0.26%) BPSS Clearance
6 1 (0.26%) HNC
6 1 (0.26%) IIBA
6 1 (0.26%) MBA
Quality Assurance & Compliance
1 121 (31.35%) Data Quality
2 12 (3.11%) GDPR
3 10 (2.59%) FATCA
3 10 (2.59%) Solvency II
4 7 (1.81%) MiFID
4 7 (1.81%) QA
5 4 (1.04%) IFRS
5 4 (1.04%) IFRS 9
6 3 (0.78%) SLA
7 2 (0.52%) Basel III
7 2 (0.52%) EMIR
7 2 (0.52%) ISO/IEC 27001
7 2 (0.52%) PCI DSS
8 1 (0.26%) AIFMD
8 1 (0.26%) COBIT
8 1 (0.26%) Cyber Essentials
8 1 (0.26%) GMP
8 1 (0.26%) GxP
8 1 (0.26%) ISO20022
System Software
1 1 (0.26%) Active Directory
Systems Management
1 6 (1.55%) Thomson Reuters DACS
2 1 (0.26%) Control-M
2 1 (0.26%) Oozie
2 1 (0.26%) Tivoli Storage Manager
Vendors
1 72 (18.65%) SAP
2 44 (11.40%) Microsoft
3 27 (6.99%) Informatica
4 26 (6.74%) Oracle
5 22 (5.70%) Tableau
6 17 (4.40%) IBM
7 14 (3.63%) Cognos
8 10 (2.59%) Talend
9 9 (2.33%) Google
10 8 (2.07%) Adobe
11 5 (1.30%) Bloomberg
11 5 (1.30%) ESRI
11 5 (1.30%) Reuters
11 5 (1.30%) Salesforce.com
12 4 (1.04%) Ab Initio
12 4 (1.04%) Fidessa
12 4 (1.04%) Teradata
13 3 (0.78%) Charles River
13 3 (0.78%) MicroStrategy
13 3 (0.78%) Trillium
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