Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Governance skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Governance over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Governance
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 507 643 624
Rank change year-on-year +136 -19 +86
Permanent jobs citing Data Governance 870 609 818
As % of all permanent IT jobs advertised in England 0.52% 0.34% 0.40%
As % of the Processes & Methodologies category 0.58% 0.38% 0.45%
Number of salaries quoted 645 475 589
England median annual salary £60,000 £67,500 £60,000
Median salary % change year-on-year -11.11% +12.50% -11.11%
10th Percentile £39,750 £40,000 £36,250
90th Percentile £93,750 £96,500 £94,000
UK median annual salary £60,000 £67,500 £57,500
% change year-on-year -11.11% +17.39% -14.81%

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

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 150254 159112 182385
As % of all permanent IT jobs advertised in England 89.93% 89.36% 88.72%
Number of salaries quoted 119398 133448 151804
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,476 £47,500
% change year-on-year +1.06% +4.16% +5.56%

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
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Governance in England.

Salary trend for Data Governance in England

Data Governance
Salary Histogram in England

The salary distribution of IT jobs citing Data Governance in England over the 6 months to 19 November 2017.

Salary histogram for Data Governance in England

Data Governance
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the England region over the 6 months to 19 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +97 513 £67,500 -10.00% 20
South East +60 123 £57,500 -11.54% 4
North of England +82 122 £55,000 - 9
North West +49 69 £57,500 +17.95% 4
Yorkshire +53 49 £50,000 -10.31% 4
Midlands +37 46 £52,000 +22.35% 3
West Midlands +22 36 £57,500 +35.29% 2
South West +44 34 £43,625 -8.16% 2
East of England +20 27 £55,000 -8.33% 2
East Midlands +33 13 £45,000 -18.18% 1
North East +9 4 £61,000 -30.29% 1
Data Governance
UK

For the 6 months to 19 November 2017, IT 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 job ads across the England region with a requirement for Data Governance.

1 422 (48.51%) Data Management
2 396 (45.52%) Data Quality
3 339 (38.97%) Finance
4 318 (36.55%) Data Modelling
5 310 (35.63%) Business Intelligence
6 269 (30.92%) SQL
7 255 (29.31%) Analytics
8 207 (23.79%) ETL
9 206 (23.68%) Data Warehouse
10 198 (22.76%) Data Architecture
11 173 (19.89%) Agile Software Development
12 152 (17.47%) Analytical Skills
13 140 (16.09%) Master Data Management
14 136 (15.63%) Data Analysis
15 127 (14.60%) SQL Server
16 125 (14.37%) Stakeholder Management
17 113 (12.99%) Banking
18 112 (12.87%) Data Analytics
19 108 (12.41%) Oracle
20 107 (12.30%) Big Data
21 106 (12.18%) Microsoft
21 106 (12.18%) Data Integration
22 99 (11.38%) Visualisation
23 98 (11.26%) GDPR
24 93 (10.69%) Asset Management
24 93 (10.69%) Tableau
25 91 (10.46%) Retail
26 86 (9.89%) Project Management
27 82 (9.43%) Management Information System
28 81 (9.31%) SAP

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 70 (8.05%) SAS
2 41 (4.71%) Apache Spark
3 19 (2.18%) SharePoint
4 11 (1.26%) Apache Pig
5 7 (0.80%) BizTalk Server
5 7 (0.80%) SharePoint Server
6 4 (0.46%) CMS
7 3 (0.34%) Confluence
8 2 (0.23%) Apache
9 1 (0.11%) IIS
9 1 (0.11%) Mule
9 1 (0.11%) WebSphere
Applications
1 57 (6.55%) Microsoft Excel
2 40 (4.60%) MS Visio
2 40 (4.60%) SPSS
3 21 (2.41%) Microsoft Office
4 16 (1.84%) Microsoft PowerPoint
5 12 (1.38%) Photoshop
6 8 (0.92%) Spreadsheet
7 1 (0.11%) AutoCAD
7 1 (0.11%) Microsoft Project
7 1 (0.11%) Revit
Business Applications
1 17 (1.95%) SAP MDG
2 9 (1.03%) Eloqua
3 7 (0.80%) Markit EDM
3 7 (0.80%) SAP MDM
4 6 (0.69%) SAP ERP
5 5 (0.57%) SAP Hybris
6 3 (0.34%) SAP MM
6 3 (0.34%) SAP SRM
7 2 (0.23%) Dynamics AX
7 2 (0.23%) Dynamics CRM
7 2 (0.23%) Oracle Procure-to-Pay
7 2 (0.23%) SAP BPC
7 2 (0.23%) SAP Business ByDesign
7 2 (0.23%) SAP CO
7 2 (0.23%) SAP FI
7 2 (0.23%) SAP FI/CO
7 2 (0.23%) SAP GRC
7 2 (0.23%) SAP PM
7 2 (0.23%) SAP S/4HANA
8 1 (0.11%) Adobe Campaign
Cloud Services
1 50 (5.75%) Amazon AWS
2 27 (3.10%) Microsoft Azure
3 10 (1.15%) SaaS
4 9 (1.03%) Cloud Computing
5 8 (0.92%) Google Cloud Platform
5 8 (0.92%) PaaS
6 7 (0.80%) Amazon Kinesis
7 6 (0.69%) Cortana Intelligence Suite
8 5 (0.57%) IaaS
9 4 (0.46%) Amazon EMR
10 3 (0.34%) BlueKai
10 3 (0.34%) GitHub
10 3 (0.34%) Office 365
11 2 (0.23%) Dynamics 365
12 1 (0.11%) Force.com
12 1 (0.11%) IBM Blueworks
12 1 (0.11%) Salesforce Sales Cloud
Communications & Networking
1 32 (3.68%) Intranet
2 4 (0.46%) Internet
3 3 (0.34%) Firewall
4 2 (0.23%) DHCP
4 2 (0.23%) Skype
4 2 (0.23%) TCP/IP
4 2 (0.23%) Unified Communications
4 2 (0.23%) VoIP
4 2 (0.23%) VPN
4 2 (0.23%) Wireless
5 1 (0.11%) DMZ
5 1 (0.11%) IPsec
5 1 (0.11%) Kerberos
5 1 (0.11%) LAN
5 1 (0.11%) Network Security
5 1 (0.11%) Software-Defined Networking
5 1 (0.11%) SSL
5 1 (0.11%) WAN
Database & Business Intelligence
1 206 (23.68%) Data Warehouse
2 127 (14.60%) SQL Server
3 107 (12.30%) Big Data
4 76 (8.74%) QlikView
5 74 (8.51%) Hadoop
6 72 (8.28%) SQL Server Integration Services
7 60 (6.90%) Power BI
8 49 (5.63%) SQL Server Reporting Services
9 46 (5.29%) Relational Database
10 44 (5.06%) BusinessObjects
11 43 (4.94%) NoSQL
11 43 (4.94%) Spotfire
12 33 (3.79%) SQL Server Analysis Services
13 28 (3.22%) Data Lake
14 24 (2.76%) Apache Cassandra
15 23 (2.64%) Data Mining
16 22 (2.53%) Amazon Redshift
17 20 (2.30%) IBM InfoSphere
18 18 (2.07%) OLAP
18 18 (2.07%) Star Schema
Development Applications
1 30 (3.45%) MagicDraw
1 30 (3.45%) Toad
1 30 (3.45%) XMLSpy
2 27 (3.10%) Talend Open Studio
3 23 (2.64%) ERwin
4 5 (0.57%) Team Foundation Server
5 4 (0.46%) Visual Studio
6 3 (0.34%) Bitbucket
6 3 (0.34%) Dreamweaver
6 3 (0.34%) JIRA
6 3 (0.34%) LSMW
7 2 (0.23%) PowerDesigner
8 1 (0.11%) SQL Server Management Studio (SSMS)
General
1 339 (38.97%) Finance
2 113 (12.99%) Banking
3 91 (10.46%) Retail
4 64 (7.36%) Investment Banking
5 59 (6.78%) Retail Banking
6 43 (4.94%) Marketing
7 38 (4.37%) Legal
8 36 (4.14%) Telecoms
9 27 (3.10%) Manufacturing
10 16 (1.84%) Advertising
11 15 (1.72%) Electronics
12 10 (1.15%) Aerospace
13 9 (1.03%) Publishing
14 8 (0.92%) German Language
14 8 (0.92%) Pharmaceutical
15 7 (0.80%) Front Office
16 6 (0.69%) Back Office
17 5 (0.57%) Financial Institution
17 5 (0.57%) Games
18 4 (0.46%) Law
Job Titles
1 203 (23.33%) Architect
2 186 (21.38%) Data Architect
3 174 (20.00%) Analyst
4 124 (14.25%) Data Analyst
5 98 (11.26%) Data Manager
6 76 (8.74%) Developer
7 60 (6.90%) Consultant
8 48 (5.52%) Data Consultant
9 41 (4.71%) Data Governance Analyst
9 41 (4.71%) Data Governance Manager
9 41 (4.71%) Governance Manager
10 38 (4.37%) Business Analyst
11 36 (4.14%) Governance Analyst
12 32 (3.68%) Business Intelligence Architect
13 30 (3.45%) Messaging Specialist
14 29 (3.33%) Data Modeller
15 28 (3.22%) Business Intelligence Developer
16 27 (3.10%) Data Business Analyst
17 26 (2.99%) Senior Manager
18 23 (2.64%) Technical Leader
Libraries, Frameworks & Software Standards
1 53 (6.09%) XML
2 38 (4.37%) Web Services
3 36 (4.14%) .NET
4 35 (4.02%) FIX Protocol
5 34 (3.91%) FpML
6 30 (3.45%) XML Schema
7 24 (2.76%) HTML
8 15 (1.72%) REST
8 15 (1.72%) SOAP
9 13 (1.49%) JSON
10 10 (1.15%) Kafka
11 9 (1.03%) CSS
12 8 (0.92%) AngularJS
12 8 (0.92%) D3.js
13 7 (0.80%) HTML5
13 7 (0.80%) Middleware
13 7 (0.80%) React
14 3 (0.34%) WSDL
14 3 (0.34%) XSD
14 3 (0.34%) XSLT
Miscellaneous
1 152 (17.47%) Analytical Skills
2 82 (9.43%) Management Information System
3 35 (4.02%) Reference Data
4 28 (3.22%) Computer Science
5 26 (2.99%) Virtual Team
6 24 (2.76%) Data Structures
6 24 (2.76%) Fixed Income
7 18 (2.07%) Life Science
7 18 (2.07%) Taxonomies
8 17 (1.95%) Data Centre
9 13 (1.49%) User Experience
10 11 (1.26%) Social Media
11 10 (1.15%) Data Protection Act
11 10 (1.15%) Greenfield Project
11 10 (1.15%) Marketing Technology
12 9 (1.03%) Algorithms
13 8 (0.92%) Social Network
14 6 (0.69%) Hedge funds
14 6 (0.69%) Reinsurance
15 5 (0.57%) Digital Media
Operating Systems
1 9 (1.03%) Windows
2 5 (0.57%) Windows Server
3 4 (0.46%) Unix
4 3 (0.34%) Linux
5 2 (0.23%) Windows 10
5 2 (0.23%) Windows 7
5 2 (0.23%) Windows Server 2012
6 1 (0.11%) Ubuntu
Processes & Methodologies
1 422 (48.51%) Data Management
2 318 (36.55%) Data Modelling
3 310 (35.63%) Business Intelligence
4 255 (29.31%) Analytics
5 207 (23.79%) ETL
6 198 (22.76%) Data Architecture
7 173 (19.89%) Agile Software Development
8 140 (16.09%) Master Data Management
9 136 (15.63%) Data Analysis
10 125 (14.37%) Stakeholder Management
11 112 (12.87%) Data Analytics
12 106 (12.18%) Data Integration
13 99 (11.38%) Visualisation
14 93 (10.69%) Asset Management
15 86 (9.89%) Project Management
16 81 (9.31%) Business Analysis
17 73 (8.39%) Data Protection
18 69 (7.93%) Change Management
19 66 (7.59%) Data Strategy
19 66 (7.59%) Information Security
Programming Languages
1 269 (30.92%) SQL
2 55 (6.32%) R
3 46 (5.29%) Python
4 36 (4.14%) C#
5 23 (2.64%) C
6 19 (2.18%) T-SQL
7 15 (1.72%) JavaScript
8 13 (1.49%) C++
9 11 (1.26%) Java
10 10 (1.15%) VBA
11 9 (1.03%) PL/SQL
12 7 (0.80%) Scala
13 5 (0.57%) Julia
14 3 (0.34%) COBOL
14 3 (0.34%) Perl
15 2 (0.23%) Data Analysis Expressions (DAX)
15 2 (0.23%) VB
16 1 (0.11%) ABAP
16 1 (0.11%) Prolog
16 1 (0.11%) VB.NET
Qualifications
1 80 (9.20%) Degree
2 17 (1.95%) ISEB
2 17 (1.95%) Security Cleared
3 16 (1.84%) Computer Science Degree
4 14 (1.61%) SC Cleared
5 7 (0.80%) PMI Certification
6 6 (0.69%) CISA
7 5 (0.57%) CISM
7 5 (0.57%) CISSP
7 5 (0.57%) DV Cleared
8 4 (0.46%) Master's Degree
9 3 (0.34%) Numerate Degree
9 3 (0.34%) PhD
9 3 (0.34%) PRINCE2 Certification
10 2 (0.23%) ACCA
10 2 (0.23%) CIMA
10 2 (0.23%) CTC Cleared
10 2 (0.23%) HNC
10 2 (0.23%) Microsoft Certification
10 2 (0.23%) PMP
Quality Assurance & Compliance
1 396 (45.52%) Data Quality
2 98 (11.26%) GDPR
3 58 (6.67%) QA
4 33 (3.79%) ISO 20022
5 15 (1.72%) Solvency II
6 14 (1.61%) ISO/IEC 27001
7 12 (1.38%) MiFID
8 8 (0.92%) CRD IV
8 8 (0.92%) EMIR
9 6 (0.69%) PCI DSS
9 6 (0.69%) PMO
10 3 (0.34%) GxP
10 3 (0.34%) IFRS
10 3 (0.34%) IFRS 9
11 2 (0.23%) COBIT
11 2 (0.23%) Dodd-Frank
11 2 (0.23%) FATCA
11 2 (0.23%) ISO 9001
12 1 (0.11%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 1 (0.11%) Sarbanes-Oxley
System Software
1 7 (0.80%) HDFS
2 4 (0.46%) Active Directory
2 4 (0.46%) Apache Flume
3 2 (0.23%) Hyper-V
3 2 (0.23%) Microsoft Virtual Server
3 2 (0.23%) Virtual Servers
4 1 (0.11%) VMware Infrastructure
4 1 (0.11%) VMware NSX
Systems Management
1 4 (0.46%) Nagios
1 4 (0.46%) Oozie
2 2 (0.23%) SCCM
3 1 (0.11%) Ansible
3 1 (0.11%) CSIRT
3 1 (0.11%) EMC NetWorker
3 1 (0.11%) Systems Management Server (SMS)
Vendors
1 108 (12.41%) Oracle
2 106 (12.18%) Microsoft
3 93 (10.69%) Tableau
4 81 (9.31%) SAP
5 77 (8.85%) Informatica
6 39 (4.48%) IBM
7 36 (4.14%) Cloudera
8 34 (3.91%) Teradata
9 31 (3.56%) Ab Initio
10 27 (3.10%) Talend
11 24 (2.76%) Sybase
12 22 (2.53%) Alteryx
13 19 (2.18%) Cognizant
13 19 (2.18%) Hortonworks
14 18 (2.07%) MapR
15 17 (1.95%) Cognos
15 17 (1.95%) Salesforce.com
16 14 (1.61%) Netezza
17 13 (1.49%) MicroStrategy
18 10 (1.15%) TIBCO