Period
to 24 November 2017

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 6 months to 24 November 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 405 441 476
Rank change year-on-year +36 +35 +7
Contract jobs citing Data Governance 540 480 446
As % of all contract IT jobs advertised in England 0.57% 0.49% 0.43%
As % of the Processes & Methodologies category 0.67% 0.58% 0.52%
Number of daily rates quoted 394 311 301
England median daily rate £548 £525 £475
Median daily rate % change year-on-year +4.29% +10.53% -5.00%
10th Percentile £338 £375 £320
90th Percentile £720 £725 £675
UK median daily rate £525 £525 £475
% change year-on-year - +10.53% -4.52%
Number of hourly rates quoted 2 9 1
England median hourly rate £56.00 £13.00 £15.77
Median hourly rate % change year-on-year +330.77% -17.56% -75.36%
10th Percentile £33.10 £12.42 £15.39
90th Percentile £78.50 £20.00 £16.16
UK median hourly rate £56.00 £13.50 £15.77
% change year-on-year +314.81% -14.39% -75.36%

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

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 80234 82084 85790
As % of all contract IT jobs advertised in England 84.63% 84.15% 81.98%
Number of daily rates quoted 53987 54693 56513
England median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - +6.25%
10th Percentile £288 £265 £263
90th Percentile £638 £613 £600
UK median daily rate £450 £425 £415
% change year-on-year +5.88% +2.41% +3.75%
Number of hourly rates quoted 1867 2155 2533
England median hourly rate £24.00 £24.00 £22.50
Median hourly rate % change year-on-year - +6.67% +18.42%
10th Percentile £11.35 £11.50 £11.25
90th Percentile £50.00 £48.00 £47.50
UK median hourly rate £23.75 £23.72 £22.50
% change year-on-year +0.15% +5.40% +18.42%

Data Governance
Job Vacancy Trend in England

Job postings citing Data Governance as a percentage of all IT jobs advertised in England.

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 6 months to 24 November 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 contractor hourly rates quoted in IT jobs citing Data Governance in England.

Contractor hourly rate trend for Data Governance in England

Data Governance
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Governance in England over the 6 months to 24 November 2017.

Contractor hourly rate histogram 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +30 288 £600 +9.09% 28
North of England +78 87 £550 - 9
South East +5 81 £444 -11.25% 7
North West +48 53 £600 - 6
Midlands +27 42 £435 -8.90% 2
Yorkshire +36 34 £610 +22.00% 2
West Midlands +14 28 £419 -7.97% 1
South West -3 22 £450 -20.70% 4
North East +67 12 £610 +49.69% 1
East Midlands +3 12 £450 -28.00% 1
East of England -8 11 £500 +11.11% 1
Data Governance
UK

For the 6 months to 24 November 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.

1 187 (34.63%) Data Management
2 158 (29.26%) Data Modelling
3 152 (28.15%) Data Quality
4 150 (27.78%) Finance
5 132 (24.44%) Business Intelligence
6 120 (22.22%) SQL
7 114 (21.11%) GDPR
8 92 (17.04%) Agile Software Development
8 92 (17.04%) Data Architecture
9 85 (15.74%) Data Warehouse
9 85 (15.74%) Analytics
10 80 (14.81%) Stakeholder Management
11 76 (14.07%) Big Data
12 70 (12.96%) Analytical Skills
13 67 (12.41%) ETL
13 67 (12.41%) SAP
14 65 (12.04%) Migration
15 64 (11.85%) Data Analysis
16 63 (11.67%) Data Protection
17 54 (10.00%) Project Management
17 54 (10.00%) Data Strategy
18 53 (9.81%) Master Data Management
18 53 (9.81%) Hadoop
18 53 (9.81%) Banking
19 50 (9.26%) Business Analysis
19 50 (9.26%) Data Migration
20 49 (9.07%) Management Information System
21 46 (8.52%) Microsoft
21 46 (8.52%) Java
22 45 (8.33%) Visualisation

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 30 (5.56%) SAS
2 17 (3.15%) Apache Spark
3 12 (2.22%) SharePoint
4 5 (0.93%) Apache Pig
4 5 (0.93%) Elasticsearch
5 4 (0.74%) Confluence
6 3 (0.56%) Apache Solr
6 3 (0.56%) CMS
7 2 (0.37%) Apache
7 2 (0.37%) Cloud Foundry
7 2 (0.37%) IBM Domino
7 2 (0.37%) MQSeries
7 2 (0.37%) OpenStack
7 2 (0.37%) Oracle Workflow
7 2 (0.37%) WebSphere
8 1 (0.19%) BizTalk Server
8 1 (0.19%) SharePoint Server
8 1 (0.19%) Tomcat
Applications
1 30 (5.56%) Microsoft Excel
2 11 (2.04%) Microsoft Office
3 9 (1.67%) Microsoft PowerPoint
4 7 (1.30%) MS Visio
5 2 (0.37%) Photoshop
6 1 (0.19%) Microsoft Project
6 1 (0.19%) Spreadsheet
Business Applications
1 15 (2.78%) Markit EDM
1 15 (2.78%) SAP MDG
2 12 (2.22%) SimCorp Dimension
3 7 (1.30%) Dynamics CRM
4 6 (1.11%) SAP MM
4 6 (1.11%) SAP S/4HANA
5 3 (0.56%) SAP CRM
6 2 (0.37%) Oracle ERP
6 2 (0.37%) Oracle Financials
7 1 (0.19%) Dynamics GP
7 1 (0.19%) Oracle Procure-to-Pay
7 1 (0.19%) Oracle Retail
7 1 (0.19%) SAP CAR
7 1 (0.19%) SAP Forecasting and Replenishment
7 1 (0.19%) SAP HR
7 1 (0.19%) SAP MDG-S
7 1 (0.19%) Teamcenter
Cloud Services
1 21 (3.89%) Microsoft Azure
2 18 (3.33%) Amazon AWS
3 6 (1.11%) Google Cloud Platform
4 4 (0.74%) SaaS
5 3 (0.56%) Azure Data Factory
5 3 (0.56%) Google Analytics
5 3 (0.56%) IaaS
5 3 (0.56%) Office 365
5 3 (0.56%) PaaS
6 2 (0.37%) Azure Active Directory
6 2 (0.37%) Data Lake Analytics
6 2 (0.37%) Dynamics 365
6 2 (0.37%) Veeva
7 1 (0.19%) Adobe Analytics
7 1 (0.19%) Amazon EMR
7 1 (0.19%) Cloud Computing
7 1 (0.19%) Cortana Intelligence Suite
7 1 (0.19%) SuccessFactors
Communications & Networking
1 7 (1.30%) Intranet
2 3 (0.56%) Kerberos
2 3 (0.56%) LDAP
2 3 (0.56%) SMS
3 2 (0.37%) Firewall
3 2 (0.37%) Network Security
3 2 (0.37%) S/MIME
3 2 (0.37%) VPN
4 1 (0.19%) Cisco ASA
4 1 (0.19%) Cisco PIX
4 1 (0.19%) F5 BIG-IP GTM
4 1 (0.19%) F5 BIG-IP LTM
4 1 (0.19%) FWSM
4 1 (0.19%) Internet
4 1 (0.19%) MPLS
4 1 (0.19%) Skype
4 1 (0.19%) VPLS
Database & Business Intelligence
1 85 (15.74%) Data Warehouse
2 76 (14.07%) Big Data
3 53 (9.81%) Hadoop
4 39 (7.22%) BusinessObjects
5 35 (6.48%) SQL Server
6 28 (5.19%) MongoDB
7 26 (4.81%) Apache Hive
8 25 (4.63%) SQL Server Integration Services
9 21 (3.89%) NoSQL
10 20 (3.70%) QlikView
10 20 (3.70%) Relational Database
11 16 (2.96%) Data Lake
11 16 (2.96%) Power BI
11 16 (2.96%) SQL Server Reporting Services
12 15 (2.78%) Pentaho
13 14 (2.59%) Data Mining
14 13 (2.41%) Enterprise Data Warehouse
14 13 (2.41%) SQL Server Analysis Services
15 10 (1.85%) HBase
16 8 (1.48%) RDBMS
Development Applications
1 19 (3.52%) JIRA
2 16 (2.96%) ERwin
3 7 (1.30%) LSMW
4 3 (0.56%) Git (software)
4 3 (0.56%) PowerDesigner
5 2 (0.37%) Dreamweaver
5 2 (0.37%) Talend Open Studio
5 2 (0.37%) Team Foundation Server
6 1 (0.19%) ClearCase
6 1 (0.19%) Jenkins
6 1 (0.19%) Visual Studio
General
1 150 (27.78%) Finance
2 53 (9.81%) Banking
3 41 (7.59%) Legal
4 33 (6.11%) Retail
5 20 (3.70%) Marketing
6 19 (3.52%) Telecoms
7 15 (2.78%) Investment Banking
8 10 (1.85%) Financial Institution
9 9 (1.67%) Retail Banking
10 8 (1.48%) Law
10 8 (1.48%) Manufacturing
10 8 (1.48%) Pharmaceutical
11 6 (1.11%) Private Banking
12 5 (0.93%) Electronics
13 4 (0.74%) Advertising
14 3 (0.56%) Billing
14 3 (0.56%) Dutch Language
14 3 (0.56%) Games
14 3 (0.56%) German Language
15 2 (0.37%) French Language
Job Titles
1 183 (33.89%) Analyst
2 125 (23.15%) Architect
3 111 (20.56%) Data Analyst
4 99 (18.33%) Data Architect
5 91 (16.85%) Business Analyst
6 51 (9.44%) Data Business Analyst
6 51 (9.44%) Developer
6 51 (9.44%) Project Manager
7 35 (6.48%) Consultant
8 31 (5.74%) Governance Analyst
9 27 (5.00%) Data Manager
10 25 (4.63%) Java Developer
11 22 (4.07%) Data Consultant
12 20 (3.70%) Governance Manager
13 19 (3.52%) Data Governance Analyst
13 19 (3.52%) Data Governance Manager
13 19 (3.52%) GDPR Project Manager
14 18 (3.33%) Python Developer
15 17 (3.15%) Delivery Manager
16 16 (2.96%) Information Architect
Libraries, Frameworks & Software Standards
1 24 (4.44%) RESTful
2 19 (3.52%) JDBC
3 17 (3.15%) AngularJS
3 17 (3.15%) JSON
4 15 (2.78%) CSS
4 15 (2.78%) HTML
5 13 (2.41%) D3.js
5 13 (2.41%) HTML5
6 11 (2.04%) Web Services
7 9 (1.67%) CSS3
8 8 (1.48%) jQuery
8 8 (1.48%) Kafka
9 7 (1.30%) REST
10 5 (0.93%) .NET
10 5 (0.93%) XML
11 4 (0.74%) FpML
11 4 (0.74%) MDX
12 3 (0.56%) Lucene
12 3 (0.56%) SAML
13 2 (0.37%) SOAP
Miscellaneous
1 70 (12.96%) Analytical Skills
2 49 (9.07%) Management Information System
3 19 (3.52%) Taxonomies
4 17 (3.15%) Reference Data
5 14 (2.59%) Data Protection Act
6 13 (2.41%) Computer Science
7 12 (2.22%) Hedge funds
8 10 (1.85%) Enterprise Software
8 10 (1.85%) User Experience
9 8 (1.48%) Data Structures
10 7 (1.30%) Virtual Team
11 5 (0.93%) Data Centre
12 4 (0.74%) CMDB
12 4 (0.74%) LIMS
13 3 (0.56%) Derivative
13 3 (0.56%) Equities
13 3 (0.56%) Fixed Income
13 3 (0.56%) Foreign Exchange (FX)
13 3 (0.56%) Mobile Banking
14 2 (0.37%) Mobile App
Operating Systems
1 11 (2.04%) Unix
2 9 (1.67%) Linux
3 6 (1.11%) Windows
4 1 (0.19%) Windows 10
4 1 (0.19%) Windows Server
Processes & Methodologies
1 187 (34.63%) Data Management
2 158 (29.26%) Data Modelling
3 132 (24.44%) Business Intelligence
4 92 (17.04%) Agile Software Development
4 92 (17.04%) Data Architecture
5 85 (15.74%) Analytics
6 80 (14.81%) Stakeholder Management
7 67 (12.41%) ETL
8 65 (12.04%) Migration
9 64 (11.85%) Data Analysis
10 63 (11.67%) Data Protection
11 54 (10.00%) Data Strategy
11 54 (10.00%) Project Management
12 53 (9.81%) Master Data Management
13 50 (9.26%) Business Analysis
13 50 (9.26%) Data Migration
14 45 (8.33%) Visualisation
15 44 (8.15%) Data Integration
16 41 (7.59%) Scrum
17 37 (6.85%) Information Security
Programming Languages
1 120 (22.22%) SQL
2 46 (8.52%) Java
3 36 (6.67%) Python
4 34 (6.30%) JavaScript
5 13 (2.41%) C#
6 10 (1.85%) T-SQL
7 9 (1.67%) PL/SQL
7 9 (1.67%) VBA
8 8 (1.48%) Scala
8 8 (1.48%) Shell Script
9 6 (1.11%) R
10 5 (0.93%) C
10 5 (0.93%) VB
11 3 (0.56%) Perl
11 3 (0.56%) PowerShell
12 2 (0.37%) Data Analysis Expressions (DAX)
13 1 (0.19%) C++
13 1 (0.19%) PHP
Qualifications
1 38 (7.04%) Degree
2 14 (2.59%) Security Cleared
3 10 (1.85%) ISEB
3 10 (1.85%) SC Cleared
4 6 (1.11%) Master's Degree
4 6 (1.11%) PMP
5 5 (0.93%) Computer Science Degree
5 5 (0.93%) PMI Certification
6 4 (0.74%) ITIL Certification
7 3 (0.56%) CISSP
7 3 (0.56%) IIBA
8 2 (0.37%) BPSS Clearance
8 2 (0.37%) CISA
8 2 (0.37%) Numerate Degree
8 2 (0.37%) PRINCE2 Certification
9 1 (0.19%) CCIE Service Provider
9 1 (0.19%) CIMA
9 1 (0.19%) Cisco Certification
9 1 (0.19%) CISM
9 1 (0.19%) CRISC
Quality Assurance & Compliance
1 152 (28.15%) Data Quality
2 114 (21.11%) GDPR
3 21 (3.89%) QA
4 10 (1.85%) MiFID
5 6 (1.11%) Solvency II
6 5 (0.93%) PCI DSS
7 4 (0.74%) Dodd-Frank
7 4 (0.74%) EMIR
8 3 (0.56%) BS7799
9 2 (0.37%) Cyber Essentials
9 2 (0.37%) ISO/IEC 27001
9 2 (0.37%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.37%) SLA
10 1 (0.19%) Basel II
10 1 (0.19%) COBIT
10 1 (0.19%) IFRS
10 1 (0.19%) ISO 20022
10 1 (0.19%) PMO
10 1 (0.19%) PSD2
10 1 (0.19%) Sarbanes-Oxley
System Software
1 5 (0.93%) Active Directory
2 3 (0.56%) HDFS
3 2 (0.37%) Apache Flume
Systems Management
1 3 (0.56%) FTK
2 2 (0.37%) Ambari
2 2 (0.37%) Systems Management Server (SMS)
3 1 (0.19%) FortiGate
3 1 (0.19%) RSA Archer
Vendors
1 67 (12.41%) SAP
2 46 (8.52%) Microsoft
3 36 (6.67%) Oracle
4 24 (4.44%) Informatica
4 24 (4.44%) Tableau
5 19 (3.52%) Teradata
6 12 (2.22%) Charles River
6 12 (2.22%) SimCorp
7 10 (1.85%) IBM
8 9 (1.67%) CA
9 8 (1.48%) Google
10 6 (1.11%) Adobe
11 5 (0.93%) Ab Initio
11 5 (0.93%) DataFlux
11 5 (0.93%) Progress
12 4 (0.74%) ServiceNow
13 3 (0.56%) Atlassian
13 3 (0.56%) Cloudera
13 3 (0.56%) MapR
13 3 (0.56%) Nuix