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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Governance
Rank 412 416 428
Rank change year-on-year
+4 +12
Contract jobs citing Data Governance 225 228 192
As % of all contract IT jobs located in England 0.45% 0.44% 0.38%
As % of the Processes & Methodologies category 0.54% 0.54% 0.48%
Number of daily rates quoted 152 153 115
Median daily rate £545 £500 £500
Median daily rate % change year-on-year
+9.00% -
90% offered a daily rate of more than £400 £315 £341
10% offered a daily rate of more than £700 £625 £640
UK excluding London median daily rate £480 £500 £450
% change year-on-year
-4.00% +11.11%
Number of hourly rates quoted 3 0 0
Median hourly rate £13.00 - -
UK excluding London median hourly rate £16.50 - -
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
41718 41986 39745
As % of all contract IT jobs located in England 83.12% 80.50% 78.95%
Number of daily rates quoted 27767 27817 25061
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £576 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1020 1132 1107
Median hourly rate £29.50 £31.00 £23.00
Median hourly rate % change year-on-year
-4.83% +34.78%
90% offered a hourly rate of more than £12.61 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £50.90 £46.00
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

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 30 August 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 30 August 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 +5 114 £550 +15.78% 19
South East +6 45 £475 -5.00% 4
South West +18 18 £568 +13.50%
West Midlands -28 14 £475 +13.09% 2
Yorkshire -22 12 £550 -
East of England +22 7 £475 -
North West -7 6 £520 +6.66% 4
East Midlands - 3 £475 - 1
Midlands - 1 - -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in England

For the 6 months to 30 August 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.

1 232 (49.79%) Data Management
2 208 (44.64%) Data Quality
3 181 (38.84%) Data Modelling
4 166 (35.62%) Finance
5 115 (24.68%) Data Architecture
6 113 (24.25%) Business Intelligence
7 104 (22.32%) Data Warehouse
8 102 (21.89%) Master Data Management
9 90 (19.31%) Data Analysis
10 79 (16.95%) SQL
11 69 (14.81%) Agile Software Development
11 69 (14.81%) Analytics
12 65 (13.95%) SAP
13 64 (13.73%) Stakeholder Management
14 60 (12.88%) Quality Management
15 55 (11.80%) Data Integration
16 51 (10.94%) Project Management
16 51 (10.94%) ETL
17 50 (10.73%) Migration
18 49 (10.52%) Analytical Skills
19 48 (10.30%) Management Information System
20 46 (9.87%) Banking
20 46 (9.87%) SQL Server
21 45 (9.66%) Degree
22 42 (9.01%) Oracle
23 40 (8.58%) Data Structures
24 38 (8.15%) Data Cleansing
25 37 (7.94%) Data Transformation
26 36 (7.73%) Data Migration
26 36 (7.73%) 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 23 (4.94%) SAS
2 11 (2.36%) SharePoint
3 9 (1.93%) NetWeaver
4 6 (1.29%) Apache Solr
5 5 (1.07%) Elasticsearch
5 5 (1.07%) MS Exchange
6 2 (0.43%) Apache
6 2 (0.43%) Apache Spark
6 2 (0.43%) IIS
7 1 (0.21%) Apache Pig
7 1 (0.21%) BizTalk Server
7 1 (0.21%) CMS
7 1 (0.21%) SugarCRM
Applications
1 16 (3.43%) MS Office
2 14 (3.00%) MS Excel
3 8 (1.72%) MS Project
4 6 (1.29%) Spreadsheet
5 4 (0.86%) MS PowerPoint
5 4 (0.86%) MS Visio
Business Applications
1 13 (2.79%) SAP MDM
2 5 (1.07%) SAP ERP
3 4 (0.86%) Oracle EBS
4 3 (0.64%) Dynamics CRM
4 3 (0.64%) SAP CRM
4 3 (0.64%) SAP Oil and Gas
5 2 (0.43%) Hi Portfolio
5 2 (0.43%) Markit EDM
5 2 (0.43%) SAP CO
5 2 (0.43%) SAP FI
5 2 (0.43%) SAP FI/CO
5 2 (0.43%) SAP HR
5 2 (0.43%) SAP IS-U
5 2 (0.43%) SAP SCM
5 2 (0.43%) SAP SD
5 2 (0.43%) thinkFolio
6 1 (0.21%) Oracle Utilities
6 1 (0.21%) ReMetrica
6 1 (0.21%) SAP MM
6 1 (0.21%) Towers Watson Igloo
Cloud Services
1 11 (2.36%) Microsoft Azure
2 8 (1.72%) Amazon AWS
3 5 (1.07%) PaaS
3 5 (1.07%) SaaS
4 3 (0.64%) Google Cloud Platform
5 2 (0.43%) AWS Lambda
5 2 (0.43%) Google Analytics
Communications & Networking
1 5 (1.07%) Intranet
2 4 (0.86%) LDAP
3 3 (0.64%) FTP
4 2 (0.43%) Cisco IPT
5 1 (0.21%) ATM
5 1 (0.21%) Kerberos
5 1 (0.21%) LAN
5 1 (0.21%) SAN
5 1 (0.21%) WAN
Database & Business Intelligence
1 104 (22.32%) Data Warehouse
2 46 (9.87%) SQL Server
3 35 (7.51%) Big Data
4 23 (4.94%) IBM InfoSphere
5 21 (4.51%) BusinessObjects
5 21 (4.51%) SQL Server Reporting Services
6 17 (3.65%) Hadoop
7 13 (2.79%) Relational Database
7 13 (2.79%) SQL Server Integration Services
8 12 (2.58%) QlikView
9 10 (2.15%) Data Mining
9 10 (2.15%) Star Schema
10 9 (1.93%) Base SAS
10 9 (1.93%) SAP Data Services
11 8 (1.72%) Enterprise Data Warehouse
11 8 (1.72%) SAP HANA
12 7 (1.50%) NoSQL
12 7 (1.50%) PostgreSQL
13 6 (1.29%) Apache Hive
14 5 (1.07%) MongoDB
Development Applications
1 14 (3.00%) Talend Open Studio
2 13 (2.79%) JIRA
3 10 (2.15%) SQL Server Management Studio (SSMS)
4 5 (1.07%) ERwin
4 5 (1.07%) Team Foundation Server
5 1 (0.21%) LSMW
5 1 (0.21%) MSTest
5 1 (0.21%) NUnit
5 1 (0.21%) NWDS
5 1 (0.21%) Visual Studio
General
1 166 (35.62%) Finance
2 46 (9.87%) Banking
3 28 (6.01%) Retail
4 26 (5.58%) Legal
5 18 (3.86%) Marketing
6 15 (3.22%) Investment Banking
7 14 (3.00%) Financial Institution
8 11 (2.36%) Telecoms
9 7 (1.50%) Manufacturing
10 5 (1.07%) Back Office
11 4 (0.86%) Front Office
11 4 (0.86%) Pharmaceutical
12 3 (0.64%) Electronics
12 3 (0.64%) Retail Banking
13 2 (0.43%) Advertising
13 2 (0.43%) Billing
14 1 (0.21%) French Language
14 1 (0.21%) Games
14 1 (0.21%) Law
14 1 (0.21%) Publishing
Job Titles
1 139 (29.83%) Analyst
2 128 (27.47%) Architect
3 105 (22.53%) Data Architect
4 82 (17.60%) Data Analyst
5 57 (12.23%) Business Analyst
6 39 (8.37%) Consultant
7 38 (8.15%) Data Manager
8 35 (7.51%) Data Consultant
9 34 (7.30%) Project Manager
10 33 (7.08%) Developer
11 27 (5.79%) Data Business Analyst
12 25 (5.36%) Governance Analyst
13 22 (4.72%) Governance Manager
14 20 (4.29%) Data Governance Analyst
14 20 (4.29%) Data Governance Manager
15 18 (3.86%) Data Modeller
16 17 (3.65%) Data Governance Consultant
16 17 (3.65%) Data Quality Analyst
16 17 (3.65%) Governance Consultant
17 15 (3.22%) SAP Consultant
Libraries, Frameworks & Software Standards
1 10 (2.15%) .NET
1 10 (2.15%) XML
2 5 (1.07%) Middleware
2 5 (1.07%) SAP Fiori
3 4 (0.86%) AngularJS
3 4 (0.86%) ASP.NET
3 4 (0.86%) CSS
3 4 (0.86%) D3.js
3 4 (0.86%) DOM
3 4 (0.86%) HTML
3 4 (0.86%) HTML5
3 4 (0.86%) REST
3 4 (0.86%) WebGL
4 3 (0.64%) XML Schema
5 2 (0.43%) jQuery
6 1 (0.21%) ASP.NET MVC
6 1 (0.21%) ASP.NET MVC 4
6 1 (0.21%) ODBC
6 1 (0.21%) SAP PI
6 1 (0.21%) SAPUI5
Miscellaneous
1 55 (11.80%) Data Integration
2 49 (10.52%) Analytical Skills
3 48 (10.30%) Management Information System
4 40 (8.58%) Data Structures
5 30 (6.44%) Reference Data
6 23 (4.94%) Computer Science
7 17 (3.65%) Data Conversion
7 17 (3.65%) Equities
7 17 (3.65%) Fixed Income
7 17 (3.65%) Visualisation
8 15 (3.22%) Credit Risk
9 8 (1.72%) Mathematics
10 6 (1.29%) Performance Metrics
11 5 (1.07%) Fintech
11 5 (1.07%) NHS
11 5 (1.07%) Taxonomies
11 5 (1.07%) Virtual Team
12 4 (0.86%) Data Centre
12 4 (0.86%) Life Science
12 4 (0.86%) Market Risk
Operating Systems
1 6 (1.29%) Linux
1 6 (1.29%) Windows
2 5 (1.07%) Unix
3 2 (0.43%) AIX
Processes & Methodologies
1 232 (49.79%) Data Management
2 181 (38.84%) Data Modelling
3 115 (24.68%) Data Architecture
4 113 (24.25%) Business Intelligence
5 102 (21.89%) Master Data Management
6 90 (19.31%) Data Analysis
7 69 (14.81%) Agile Software Development
7 69 (14.81%) Analytics
8 64 (13.73%) Stakeholder Management
9 60 (12.88%) Quality Management
10 51 (10.94%) ETL
10 51 (10.94%) Project Management
11 50 (10.73%) Migration
12 38 (8.15%) Data Cleansing
13 37 (7.94%) Data Transformation
14 36 (7.73%) Data Migration
15 35 (7.51%) Business Analysis
16 34 (7.30%) Information Management
17 32 (6.87%) Information Security
18 30 (6.44%) Validation
Programming Languages
1 79 (16.95%) SQL
2 15 (3.22%) Java
3 8 (1.72%) JavaScript
4 6 (1.29%) Python
4 6 (1.29%) R
5 5 (1.07%) C#
6 4 (0.86%) ES6
6 4 (0.86%) Shell Script
7 3 (0.64%) VBA
8 2 (0.43%) VB
8 2 (0.43%) VB.NET
9 1 (0.21%) ABAP
Qualifications
1 45 (9.66%) Degree
2 26 (5.58%) Security Cleared
3 24 (5.15%) SC Cleared
4 6 (1.29%) PRINCE2 Certification
5 4 (0.86%) DV Cleared
6 3 (0.64%) PhD
7 2 (0.43%) CISA
7 2 (0.43%) CISSP
8 1 (0.21%) BPSS Clearance
8 1 (0.21%) ITIL Certification
Quality Assurance & Compliance
1 208 (44.64%) Data Quality
2 10 (2.15%) QA
3 7 (1.50%) Solvency II
4 5 (1.07%) MiFID
5 4 (0.86%) Sarbanes-Oxley
5 4 (0.86%) SAS 70
6 3 (0.64%) PCI DSS
7 2 (0.43%) Basel III
8 1 (0.21%) Basel II
8 1 (0.21%) ISO20022
8 1 (0.21%) SLA
System Software
1 4 (0.86%) Active Directory
1 4 (0.86%) HDFS
2 1 (0.21%) Apache Flume
2 1 (0.21%) Apache ZooKeeper
Systems Management
1 7 (1.50%) Oracle EDQ
2 2 (0.43%) Tivoli
3 1 (0.21%) Oozie
Vendors
1 65 (13.95%) SAP
2 42 (9.01%) Oracle
3 36 (7.73%) Informatica
3 36 (7.73%) Microsoft
4 23 (4.94%) Tableau
5 19 (4.08%) IBM
6 14 (3.00%) Talend
7 9 (1.93%) Teradata
7 9 (1.93%) Trillium
8 8 (1.72%) MicroStrategy
9 6 (1.29%) GoldenSource
10 5 (1.07%) Ab Initio
10 5 (1.07%) Google
10 5 (1.07%) HP
10 5 (1.07%) hybris
11 4 (0.86%) Alteryx
11 4 (0.86%) Salesforce.com
12 3 (0.64%) Cloudera
12 3 (0.64%) Netezza
12 3 (0.64%) Novell
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