The table below looks at the statistics for Data Governance skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Governance over the 3 months to 8 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
8 Dec 2016
Same period 2015 Same period 2014
Data Governance
Rank 358 407 408
Rank change year-on-year
+49 +1
Contract jobs citing Data Governance 251 220 209
As % of all contract IT jobs located in England 0.55% 0.44% 0.41%
As % of the Processes & Methodologies category 0.66% 0.53% 0.52%
Number of daily rates quoted 166 149 131
Median daily rate £513 £450 £500
Median daily rate % change year-on-year
+13.88% -10.00%
90% offered a daily rate of more than £389 £300 £320
10% offered a daily rate of more than £650 £650 £700
UK excluding London median daily rate £475 £435 £470
% change year-on-year
+9.19% -7.44%
Number of hourly rates quoted 5 0 2
Median hourly rate £13.00 - £64.00
90% offered a hourly rate of more than £12.49 - £31.20
10% offered a hourly rate of more than £13.50 - £96.80
UK excluding London median hourly rate £13.25 - -
Data Governance
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38102 41163 39893
As % of all contract IT jobs located in England 82.78% 81.44% 77.33%
Number of daily rates quoted 25585 27074 26427
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 996 1228 1132
Median hourly rate £29.00 £30.15 £24.50
Median hourly rate % change year-on-year
-3.81% +23.06%
90% offered a hourly rate of more than £12.50 £12.35 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Governance
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Data Governance
Daily Rate Trend in England

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

Data Governance Daily Rate Trend in England

Data Governance
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Governance across the England region over the 3 months to 8 December 2016.

Data Governance Daily Rate Histogram in England

Data Governance
Hourly Rate Trend in England

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

Data Governance Hourly Rate Trend 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 8 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
London +23 125 £525 +10.52% 11
North West +15 34 £450 -3.22% 3
South East +22 26 £600 +60.00% 4
West Midlands -17 18 £453 +10.36% 4
Yorkshire +16 11 £475 +10.14% 2
East of England +12 10 £425 - 1
North East - 8 £408 -
East Midlands -10 5 £625 +53.84% 1
South West +13 4 £550 +15.78% 3
Midlands - 3 £550 -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in England

For the 6 months to 8 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 England region with a requirement for Data Governance.

1 200 (41.84%) Data Management
2 174 (36.40%) Data Modelling
3 167 (34.94%) Data Quality
4 156 (32.64%) Finance
5 124 (25.94%) Data Architecture
6 117 (24.48%) Business Intelligence
7 97 (20.29%) Data Warehouse
8 90 (18.83%) Analytics
9 84 (17.57%) SAP
10 79 (16.53%) Banking
11 76 (15.90%) Data Analysis
12 70 (14.64%) SQL
13 68 (14.23%) ETL
14 65 (13.60%) Master Data Management
15 64 (13.39%) Project Management
16 62 (12.97%) Agile Software Development
17 60 (12.55%) Migration
17 60 (12.55%) Analytical Skills
18 56 (11.72%) Data Integration
19 55 (11.51%) Big Data
20 46 (9.62%) Management Information System
21 44 (9.21%) Data Migration
22 43 (9.00%) Hadoop
22 43 (9.00%) Degree
23 42 (8.79%) SQL Server
24 41 (8.58%) Stakeholder Management
24 41 (8.58%) Retail
25 37 (7.74%) Information Management
26 36 (7.53%) Quality Management
27 35 (7.32%) Microsoft

Data Governance
Top Related 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 15 (3.14%) SAS
2 14 (2.93%) Apache Solr
2 14 (2.93%) Elasticsearch
3 11 (2.30%) SharePoint
4 7 (1.46%) MS Exchange
5 6 (1.26%) Apache Spark
6 5 (1.05%) IIS
7 2 (0.42%) BizTalk Server
8 1 (0.21%) Apache
8 1 (0.21%) Apache Pig
8 1 (0.21%) CMS
8 1 (0.21%) JBoss
8 1 (0.21%) Liferay
8 1 (0.21%) NetWeaver
8 1 (0.21%) Oracle SOA Suite
8 1 (0.21%) Oracle Workflow
8 1 (0.21%) WebLogic
8 1 (0.21%) WebSphere
Applications
1 22 (4.60%) MS Excel
2 15 (3.14%) MS Office
3 6 (1.26%) MS Project
4 5 (1.05%) Spreadsheet
4 5 (1.05%) SPSS
5 3 (0.63%) MS PowerPoint
5 3 (0.63%) MS Visio
Business Applications
1 6 (1.26%) SAP MDM
2 5 (1.05%) SAP Oil and Gas
3 4 (0.84%) Oracle EBS
3 4 (0.84%) SAP ERP
4 3 (0.63%) Markit EDM
4 3 (0.63%) Maximo
5 2 (0.42%) Dynamics CRM
5 2 (0.42%) OpenText VIM for SAP
5 2 (0.42%) SAP CRM
5 2 (0.42%) SAP MM
6 1 (0.21%) Eagle PACE
6 1 (0.21%) Magento
6 1 (0.21%) Oracle Utilities
6 1 (0.21%) PolarLake
6 1 (0.21%) Salesforce.com CRM
6 1 (0.21%) SAP PP
Cloud Services
1 12 (2.51%) Amazon AWS
2 11 (2.30%) PaaS
2 11 (2.30%) SaaS
3 4 (0.84%) Microsoft Azure
4 3 (0.63%) Google Cloud Platform
4 3 (0.63%) Veeva
Communications & Networking
1 7 (1.46%) Intranet
2 5 (1.05%) LDAP
3 3 (0.63%) FTP
4 2 (0.42%) Cisco IPT
5 1 (0.21%) HTTP
Database & Business Intelligence
1 97 (20.29%) Data Warehouse
2 55 (11.51%) Big Data
3 43 (9.00%) Hadoop
4 42 (8.79%) SQL Server
5 25 (5.23%) SQL Server Reporting Services
6 23 (4.81%) SQL Server Integration Services
7 19 (3.97%) MongoDB
7 19 (3.97%) Relational Database
8 18 (3.77%) QlikView
9 16 (3.35%) Apache Hive
9 16 (3.35%) PostgreSQL
10 14 (2.93%) SQL Server Analysis Services
11 13 (2.72%) BusinessObjects
11 13 (2.72%) OLAP
12 11 (2.30%) HBase
12 11 (2.30%) IBM InfoSphere
12 11 (2.30%) SAP HANA
13 10 (2.09%) NoSQL
14 9 (1.88%) Data Mining
14 9 (1.88%) Pentaho
Development Applications
1 13 (2.72%) Talend Open Studio
2 9 (1.88%) JIRA
3 8 (1.67%) ERwin
4 6 (1.26%) Team Foundation Server
5 4 (0.84%) LSMW
5 4 (0.84%) SQL Server Management Studio (SSMS)
6 1 (0.21%) Atlassian Bamboo
6 1 (0.21%) Jenkins
6 1 (0.21%) Maven
6 1 (0.21%) NWDS
6 1 (0.21%) PowerDesigner
6 1 (0.21%) SoapUI
General
1 156 (32.64%) Finance
2 79 (16.53%) Banking
3 41 (8.58%) Retail
4 25 (5.23%) Investment Banking
5 23 (4.81%) Legal
6 19 (3.97%) Marketing
7 17 (3.56%) Financial Institution
8 12 (2.51%) Telecoms
9 10 (2.09%) Retail Banking
10 7 (1.46%) Pharmaceutical
11 3 (0.63%) Front Office
11 3 (0.63%) Law
11 3 (0.63%) Wholesale Banking
12 2 (0.42%) Advertising
12 2 (0.42%) Back Office
12 2 (0.42%) Electronics
12 2 (0.42%) French Language
12 2 (0.42%) Manufacturing
13 1 (0.21%) Corporate Banking
13 1 (0.21%) Czech Language
Job Titles
1 157 (32.85%) Architect
2 126 (26.36%) Data Architect
3 107 (22.38%) Analyst
4 61 (12.76%) Data Analyst
5 55 (11.51%) Consultant
6 40 (8.37%) Business Analyst
7 39 (8.16%) Data Consultant
7 39 (8.16%) Data Manager
8 27 (5.65%) Governance Analyst
9 26 (5.44%) SAP Consultant
10 25 (5.23%) Developer
11 24 (5.02%) Project Manager
12 23 (4.81%) Data Business Analyst
13 19 (3.97%) Data Governance Consultant
13 19 (3.97%) Governance Consultant
14 17 (3.56%) SAP Data Consultant
15 15 (3.14%) Governance Manager
16 14 (2.93%) Data Governance Analyst
16 14 (2.93%) Data Governance Manager
16 14 (2.93%) Master Data Consultant
Libraries, Frameworks & Software Standards
1 11 (2.30%) XML
2 9 (1.88%) SAP Fiori
2 9 (1.88%) Web Dynpro
3 8 (1.67%) .NET
3 8 (1.67%) REST
4 7 (1.46%) Web Services
5 6 (1.26%) D3.js
6 5 (1.05%) AngularJS
6 5 (1.05%) Middleware
7 4 (0.84%) CSS
7 4 (0.84%) DOM
7 4 (0.84%) HTML
7 4 (0.84%) HTML5
7 4 (0.84%) JSON
7 4 (0.84%) Kafka
7 4 (0.84%) Redux
7 4 (0.84%) SOAP
7 4 (0.84%) WebGL
8 3 (0.63%) XML Schema
9 2 (0.42%) jQuery
Miscellaneous
1 60 (12.55%) Analytical Skills
2 56 (11.72%) Data Integration
3 46 (9.62%) Management Information System
4 33 (6.90%) Visualisation
5 31 (6.49%) Reference Data
6 23 (4.81%) Computer Science
7 19 (3.97%) Data Structures
7 19 (3.97%) Equities
7 19 (3.97%) Fixed Income
8 14 (2.93%) Mathematics
9 12 (2.51%) Data Conversion
9 12 (2.51%) Statistics
9 12 (2.51%) Taxonomies
10 9 (1.88%) Ontologies
10 9 (1.88%) Virtual Team
11 8 (1.67%) Credit Risk
12 5 (1.05%) Data Protection Act
12 5 (1.05%) Fintech
13 4 (0.84%) NHS
13 4 (0.84%) User Experience
Operating Systems
1 8 (1.67%) Windows
2 6 (1.26%) Linux
3 4 (0.84%) Unix
4 2 (0.42%) AIX
Processes & Methodologies
1 200 (41.84%) Data Management
2 174 (36.40%) Data Modelling
3 124 (25.94%) Data Architecture
4 117 (24.48%) Business Intelligence
5 90 (18.83%) Analytics
6 76 (15.90%) Data Analysis
7 68 (14.23%) ETL
8 65 (13.60%) Master Data Management
9 64 (13.39%) Project Management
10 62 (12.97%) Agile Software Development
11 60 (12.55%) Migration
12 44 (9.21%) Data Migration
13 41 (8.58%) Stakeholder Management
14 37 (7.74%) Information Management
15 36 (7.53%) Quality Management
16 35 (7.32%) Logical Data Model
17 30 (6.28%) Business Analysis
17 30 (6.28%) Data Cleansing
18 28 (5.86%) Data Visualisation
19 27 (5.65%) Asset Management
Programming Languages
1 70 (14.64%) SQL
2 33 (6.90%) Java
3 16 (3.35%) ABAP
3 16 (3.35%) Python
4 6 (1.26%) R
5 5 (1.05%) C#
5 5 (1.05%) VB
6 4 (0.84%) C++
6 4 (0.84%) ES6
6 4 (0.84%) JavaScript
6 4 (0.84%) Shell Script
7 3 (0.63%) Perl
8 2 (0.42%) MATLAB
8 2 (0.42%) Ruby
8 2 (0.42%) Scala
8 2 (0.42%) VBA
9 1 (0.21%) C
9 1 (0.21%) PL/SQL
9 1 (0.21%) T-SQL
Qualifications
1 43 (9.00%) Degree
2 11 (2.30%) Security Cleared
3 10 (2.09%) SC Cleared
4 8 (1.67%) PhD
5 4 (0.84%) BPSS Clearance
5 4 (0.84%) DV Cleared
5 4 (0.84%) Six Sigma Green Belt
6 1 (0.21%) CISA
6 1 (0.21%) CISM
6 1 (0.21%) CISSP
6 1 (0.21%) MBA
6 1 (0.21%) Postgraduate
6 1 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 167 (34.94%) Data Quality
2 10 (2.09%) FATCA
2 10 (2.09%) Solvency II
3 9 (1.88%) MiFID
4 4 (0.84%) QA
4 4 (0.84%) Sarbanes-Oxley
4 4 (0.84%) SAS 70
4 4 (0.84%) SLA
5 3 (0.63%) Basel III
5 3 (0.63%) ISO20022
6 2 (0.42%) AIFMD
6 2 (0.42%) EMIR
7 1 (0.21%) Disclosure Scotland
7 1 (0.21%) GxP
7 1 (0.21%) ISO/IEC 27001
7 1 (0.21%) PCI DSS
System Software
1 5 (1.05%) Active Directory
2 4 (0.84%) HDFS
3 3 (0.63%) Apache Flume
4 1 (0.21%) Apache ZooKeeper
Systems Management
1 6 (1.26%) Thomson Reuters DACS
2 3 (0.63%) Oracle EDQ
3 2 (0.42%) Grafana
3 2 (0.42%) Kibana
3 2 (0.42%) logstash
3 2 (0.42%) Nagios
3 2 (0.42%) Oozie
3 2 (0.42%) Tivoli
4 1 (0.21%) Ambari
4 1 (0.21%) Control-M
4 1 (0.21%) Hadoop YARN
Vendors
1 84 (17.57%) SAP
2 35 (7.32%) Microsoft
3 29 (6.07%) Oracle
4 23 (4.81%) Informatica
5 21 (4.39%) Tableau
6 16 (3.35%) IBM
7 13 (2.72%) Talend
8 11 (2.30%) MicroStrategy
9 7 (1.46%) hybris
9 7 (1.46%) Teradata
10 6 (1.26%) GoldenSource
10 6 (1.26%) Salesforce.com
11 5 (1.05%) Ab Initio
11 5 (1.05%) Bloomberg
11 5 (1.05%) Reuters
12 4 (0.84%) Cognos
12 4 (0.84%) HP
12 4 (0.84%) Novell
13 3 (0.63%) Google
13 3 (0.63%) Trillium
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