The following table provides summary statistics for contract job vacancies advertised in London 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 24 June 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
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 292 290 322
Rank change year-on-year -2 +32  
Contract jobs citing Data Governance 122 138 100
As % of all contract IT jobs advertised in London 0.60% 0.64% 0.43%
As % of the Processes & Methodologies category 0.69% 0.75% 0.52%
Number of daily rates quoted 77 89 65
Median daily rate £575 £563 £500
Median daily rate % change year-on-year +2.22% +12.50%  
90% offered a daily rate of more than £446 £416 £355
10% offered a daily rate of more than £700 £705 £670
UK excluding London median daily rate £475 £450 £475
% change year-on-year +5.55% -5.26%  
Number of hourly rates quoted 1 4 0
Median hourly rate £19.50 £43.63 -
Median hourly rate % change year-on-year -55.30% -  
UK excluding London median hourly rate £31.50 £17.00 -
% change year-on-year +85.29% -  

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 London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17711 18496 19220
As % of all contract IT job vacancies advertised in London 86.64% 85.33% 82.14%
Number of daily rates quoted 12688 13519 13610
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £630 £625 £625
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 188 159 261
Median hourly rate £26.50 £21.00 £21.50
Median hourly rate % change year-on-year +26.19% -2.32%  
90% offered a hourly rate of more than £14.75 £12.50 £11.00
10% offered a hourly rate of more than £51.25 £46.00 £55.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Governance
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Data Governance
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Governance in London

Data Governance
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Governance in London over the 3 months to 24 June 2017.

Contractor daily rate histogram for Data Governance in London

Data Governance
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Governance in London

Data Governance
Contract Job Locations in London

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 London region over the 3 months to 24 June 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
City of London +22 34 £600 -4.00% 4
Hammersmith - 2 £433 -
Canary Wharf +4 1 £800 -
Westminster - 1 £638 -
Data Governance
England

For the 6 months to 24 June 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 London region with a requirement for Data Governance.

1 93 (44.08%) Data Management
2 73 (34.60%) Finance
3 71 (33.65%) Data Quality
4 69 (32.70%) Data Modelling
5 53 (25.12%) SQL
6 48 (22.75%) Agile Software Development
7 47 (22.27%) Stakeholder Management
8 41 (19.43%) Analytics
9 37 (17.54%) Business Intelligence
10 35 (16.59%) Data Warehouse
10 35 (16.59%) Data Analysis
11 32 (15.17%) ETL
12 31 (14.69%) Business Analysis
12 31 (14.69%) Big Data
13 30 (14.22%) SQL Server
14 29 (13.74%) Banking
14 29 (13.74%) Data Architecture
14 29 (13.74%) GDPR
15 26 (12.32%) Analytical Skills
16 24 (11.37%) Data Integration
16 24 (11.37%) Microsoft
17 23 (10.90%) SAP
17 23 (10.90%) Scrum
17 23 (10.90%) Investment Management
17 23 (10.90%) Master Data Management
18 22 (10.43%) Hadoop
18 22 (10.43%) Visualisation
18 22 (10.43%) Degree
18 22 (10.43%) Project Management
19 21 (9.95%) Information Security

Data Governance
Co-occurring IT Skills in London 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 17 (8.06%) SharePoint
2 6 (2.84%) Skype for Business
3 5 (2.37%) Apache Solr
4 4 (1.90%) MS Exchange
5 3 (1.42%) Confluence
5 3 (1.42%) MQSeries
5 3 (1.42%) SAS
5 3 (1.42%) WebSphere
6 2 (0.95%) Elasticsearch
6 2 (0.95%) IBM Domino
6 2 (0.95%) Oracle Workflow
7 1 (0.47%) Oracle SOA Suite
7 1 (0.47%) Predix
Applications
1 18 (8.53%) Microsoft Excel
2 16 (7.58%) Microsoft Office
3 10 (4.74%) MS Visio
4 4 (1.90%) Microsoft PowerPoint
5 2 (0.95%) SPSS
6 1 (0.47%) Microsoft Project
Business Applications
1 13 (6.16%) Markit EDM
2 7 (3.32%) SimCorp Dimension
3 5 (2.37%) thinkFolio
4 2 (0.95%) SAP CRM
5 1 (0.47%) NetSuite
5 1 (0.47%) PolarLake
5 1 (0.47%) SAP Oil and Gas
Cloud Services
1 12 (5.69%) Microsoft Azure
2 8 (3.79%) Office 365
3 3 (1.42%) Azure Data Factory
4 2 (0.95%) Azure Machine Learning
4 2 (0.95%) Data Lake Analytics
5 1 (0.47%) Amazon AWS
5 1 (0.47%) Amazon EC2
5 1 (0.47%) Cloud Computing
5 1 (0.47%) Force.com
5 1 (0.47%) SaaS
5 1 (0.47%) Salesforce Sales Cloud
5 1 (0.47%) Salesforce Service Cloud
Communications & Networking
1 6 (2.84%) LDAP
1 6 (2.84%) Skype
2 2 (0.95%) Internet
2 2 (0.95%) S/MIME
3 1 (0.47%) Firewall
3 1 (0.47%) FTP
3 1 (0.47%) OpenLDAP
Database & Business Intelligence
1 35 (16.59%) Data Warehouse
2 31 (14.69%) Big Data
3 30 (14.22%) SQL Server
4 22 (10.43%) Hadoop
5 18 (8.53%) SQL Server Integration Services
6 15 (7.11%) BusinessObjects
7 14 (6.64%) MongoDB
8 12 (5.69%) SQL Server Reporting Services
9 10 (4.74%) Relational Database
10 8 (3.79%) SQL Server Analysis Services
11 7 (3.32%) Data Lake
11 7 (3.32%) Enterprise Data Warehouse
12 5 (2.37%) QlikView
13 4 (1.90%) MySQL
13 4 (1.90%) RDBMS
14 3 (1.42%) EDRMS
14 3 (1.42%) NoSQL
14 3 (1.42%) Power BI
14 3 (1.42%) Star Schema
15 2 (0.95%) IBM InfoSphere
Development Applications
1 15 (7.11%) JIRA
2 5 (2.37%) PowerDesigner
2 5 (2.37%) Talend Open Studio
2 5 (2.37%) Team Foundation Server
2 5 (2.37%) Visual Studio
3 3 (1.42%) ERwin
4 1 (0.47%) Oracle APEX
4 1 (0.47%) XMLSpy
General
1 73 (34.60%) Finance
2 29 (13.74%) Banking
3 14 (6.64%) Legal
4 10 (4.74%) Investment Banking
4 10 (4.74%) Retail
5 6 (2.84%) Telecoms
6 5 (2.37%) Marketing
7 4 (1.90%) Front Office
8 3 (1.42%) Financial Institution
8 3 (1.42%) Pharmaceutical
8 3 (1.42%) Retail Banking
9 2 (0.95%) Advertising
9 2 (0.95%) Billing
9 2 (0.95%) Games
9 2 (0.95%) Private Banking
10 1 (0.47%) Back Office
10 1 (0.47%) Electronics
10 1 (0.47%) German Language
10 1 (0.47%) Publishing
10 1 (0.47%) Wholesale Banking
Job Titles
1 81 (38.39%) Analyst
2 48 (22.75%) Architect
2 48 (22.75%) Data Analyst
3 36 (17.06%) Business Analyst
4 31 (14.69%) Data Architect
5 23 (10.90%) Data Manager
6 16 (7.58%) Data Business Analyst
7 14 (6.64%) Data Governance Analyst
7 14 (6.64%) Data Governance Manager
7 14 (6.64%) Governance Manager
7 14 (6.64%) Project Manager
8 13 (6.16%) Delivery Manager
8 13 (6.16%) Developer
9 12 (5.69%) Consultant
10 11 (5.21%) Governance Analyst
11 9 (4.27%) Business Data Analyst
11 9 (4.27%) Data Consultant
12 8 (3.79%) Data Quality Analyst
12 8 (3.79%) Quality Analyst
12 8 (3.79%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (7.11%) JSON
2 12 (5.69%) D3.js
3 7 (3.32%) REST
4 5 (2.37%) XML
5 4 (1.90%) SOAP
6 3 (1.42%) Web Services
7 2 (0.95%) ActiveMQ
7 2 (0.95%) FIX Protocol
7 2 (0.95%) FpML
7 2 (0.95%) J2EE
7 2 (0.95%) JMS
7 2 (0.95%) Lucene
7 2 (0.95%) RabbitMQ
7 2 (0.95%) Spring
8 1 (0.47%) .NET
8 1 (0.47%) EDI
8 1 (0.47%) Hibernate
8 1 (0.47%) JDBC
8 1 (0.47%) Middleware
8 1 (0.47%) Struts
Miscellaneous
1 26 (12.32%) Analytical Skills
2 14 (6.64%) Data Structures
2 14 (6.64%) Reference Data
3 12 (5.69%) Hedge funds
4 10 (4.74%) Management Information System
5 7 (3.32%) Derivative
6 6 (2.84%) Equities
6 6 (2.84%) Foreign Exchange (FX)
7 5 (2.37%) Computer Science
7 5 (2.37%) Fixed Income
7 5 (2.37%) Greenfield Project
8 4 (1.90%) Enterprise Software
9 3 (1.42%) Credit Risk
9 3 (1.42%) Market Risk
9 3 (1.42%) Replication
9 3 (1.42%) Taxonomies
10 2 (0.95%) Data Protection Act
10 2 (0.95%) Life Science
10 2 (0.95%) Mobile Banking
11 1 (0.47%) User Experience
Operating Systems
1 4 (1.90%) Windows
2 2 (0.95%) Linux
Processes & Methodologies
1 93 (44.08%) Data Management
2 69 (32.70%) Data Modelling
3 48 (22.75%) Agile Software Development
4 47 (22.27%) Stakeholder Management
5 41 (19.43%) Analytics
6 37 (17.54%) Business Intelligence
7 35 (16.59%) Data Analysis
8 32 (15.17%) ETL
9 31 (14.69%) Business Analysis
10 29 (13.74%) Data Architecture
11 24 (11.37%) Data Integration
12 23 (10.90%) Investment Management
12 23 (10.90%) Master Data Management
12 23 (10.90%) Scrum
13 22 (10.43%) Project Management
13 22 (10.43%) Visualisation
14 21 (9.95%) Information Security
15 20 (9.48%) Asset Management
16 17 (8.06%) Data Security
17 16 (7.58%) Machine Learning
Programming Languages
1 53 (25.12%) SQL
2 13 (6.16%) JavaScript
3 9 (4.27%) Java
4 6 (2.84%) T-SQL
5 5 (2.37%) PL/SQL
5 5 (2.37%) R
6 4 (1.90%) C#
7 3 (1.42%) Python
8 2 (0.95%) C
8 2 (0.95%) Perl
8 2 (0.95%) PowerShell
8 2 (0.95%) VBA
9 1 (0.47%) Apex Code
9 1 (0.47%) C++
Qualifications
1 22 (10.43%) Degree
2 8 (3.79%) Security Cleared
3 7 (3.32%) SC Cleared
4 3 (1.42%) PRINCE2 Certification
5 2 (0.95%) CISA
5 2 (0.95%) CISSP
5 2 (0.95%) ISEB
5 2 (0.95%) PMI Certification
5 2 (0.95%) PMP
6 1 (0.47%) BPSS Clearance
6 1 (0.47%) CISM
6 1 (0.47%) CRISC
6 1 (0.47%) IIBA
6 1 (0.47%) MRICS
6 1 (0.47%) Postgraduate
Quality Assurance & Compliance
1 71 (33.65%) Data Quality
2 29 (13.74%) GDPR
3 13 (6.16%) MiFID
4 7 (3.32%) QA
5 3 (1.42%) PCI DSS
5 3 (1.42%) Solvency II
6 2 (0.95%) Actionable Recommendations
6 2 (0.95%) EMIR
7 1 (0.47%) ISO 20022
System Software
1 4 (1.90%) Active Directory
Systems Management
1 2 (0.95%) FTK
Vendors
1 24 (11.37%) Microsoft
2 23 (10.90%) SAP
3 16 (7.58%) Oracle
4 15 (7.11%) Informatica
5 8 (3.79%) Charles River
5 8 (3.79%) IBM
6 7 (3.32%) Fidessa
6 7 (3.32%) SimCorp
7 5 (2.37%) Ab Initio
7 5 (2.37%) Talend
8 4 (1.90%) Salesforce.com
8 4 (1.90%) SmartCo
8 4 (1.90%) Tableau
9 3 (1.42%) Cloudera
9 3 (1.42%) ION Trading
10 2 (0.95%) CA
10 2 (0.95%) Embarcadero
10 2 (0.95%) hybris
10 2 (0.95%) Sybase
10 2 (0.95%) Teradata
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