Period
to 19 August 2018

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 August 2018 with a comparison to the same period in the previous 2 years.

Data Governance
UK > England
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 505 576 597
Rank change year-on-year +71 +21 +67
Permanent jobs citing Data Governance 881 719 815
As % of all permanent IT jobs advertised in England 0.56% 0.43% 0.44%
As % of the Processes & Methodologies category 0.61% 0.47% 0.48%
Number of salaries quoted 564 512 584
England median annual salary £62,500 £62,500 £60,000
Median salary % change year-on-year - +4.17% -7.69%
10th Percentile £40,000 £36,250 £37,500
90th Percentile £95,000 £99,800 £90,000
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -7.69%

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 143,839 152,341 168,792
As % of all permanent IT jobs advertised in England 91.14% 91.50% 90.85%
Number of salaries quoted 115,290 122,159 142,469
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 August 2018.

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 August 2018. 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 +93 520 £68,750 -1.79% 52
South East +38 120 £60,000 +14.29% 21
North of England +28 111 £52,500 - 13
Midlands +34 57 £47,500 -2.31% 15
Yorkshire +49 55 £50,000 -4.76% 4
North West +15 54 £55,000 +29.41% 8
West Midlands +28 39 £60,000 +50.00% 12
South West +23 32 £43,750 -23.91% 4
East Midlands +12 18 £44,500 -11.00% 3
East of England -8 15 £55,000 -2.22% 7
North East -21 2 £42,500 -34.62% 1
Data Governance
UK

For the 6 months to 19 August 2018, IT jobs citing Data Governance also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Data Governance.

1 385 (43.70%) Data Management
2 380 (43.13%) Finance
3 347 (39.39%) Data Quality
4 302 (34.28%) Analytics
5 298 (33.83%) Business Intelligence
6 272 (30.87%) SQL
7 242 (27.47%) Data Modelling
8 219 (24.86%) Agile Software Development
9 212 (24.06%) Data Warehouse
10 203 (23.04%) Data Architecture
11 196 (22.25%) Big Data
12 189 (21.45%) Analytical Skills
13 176 (19.98%) Degree
14 159 (18.05%) ETL
15 158 (17.93%) Data Integration
16 157 (17.82%) SQL Server
17 137 (15.55%) Banking
18 113 (12.83%) Java
19 108 (12.26%) Management Information System
20 107 (12.15%) Stakeholder Management
21 106 (12.03%) Migration
22 104 (11.80%) Power BI
23 100 (11.35%) Oracle
24 99 (11.24%) Project Management
24 99 (11.24%) Tableau
25 96 (10.90%) Information Management
26 95 (10.78%) Data Analytics
27 93 (10.56%) Microsoft
28 90 (10.22%) Computer Science
29 85 (9.65%) Data Analysis

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 65 (7.38%) SAS
2 34 (3.86%) Apache
3 32 (3.63%) Apache Spark
4 30 (3.41%) IIS
5 9 (1.02%) Apache Solr
5 9 (1.02%) Oracle SOA Suite
5 9 (1.02%) SharePoint
6 5 (0.57%) BizTalk Server
7 4 (0.45%) Confluence
7 4 (0.45%) JBoss
8 3 (0.34%) Apache Pig
9 2 (0.23%) CICS
9 2 (0.23%) Tomcat
9 2 (0.23%) WebLogic
9 2 (0.23%) WebSphere
10 1 (0.11%) Elasticsearch
10 1 (0.11%) R Markdown
Applications
1 56 (6.36%) Microsoft Excel
2 32 (3.63%) Microsoft Office
3 10 (1.14%) MS Visio
4 9 (1.02%) SPSS
5 6 (0.68%) Spreadsheet
6 3 (0.34%) Microsoft PowerPoint
7 1 (0.11%) AutoCAD
7 1 (0.11%) Revit
Business Applications
1 37 (4.20%) SAP MDG
2 26 (2.95%) SAP S/4HANA
3 9 (1.02%) SAP ERP
4 6 (0.68%) JDE OneWorld
5 5 (0.57%) Cognos Business Intelligence
6 4 (0.45%) Dynamics AX
7 3 (0.34%) Dynamics CRM
8 2 (0.23%) Magento
8 2 (0.23%) Markit EDM
8 2 (0.23%) Oracle Procure-to-Pay
8 2 (0.23%) Sage 200
8 2 (0.23%) SAP BPC
8 2 (0.23%) SAP GRC
8 2 (0.23%) SAP GTS
9 1 (0.11%) Elite 3E
9 1 (0.11%) Epicor Tropos
9 1 (0.11%) Infor LN
9 1 (0.11%) Infor M3
9 1 (0.11%) Infor SunSystems
9 1 (0.11%) Salesforce.com CRM
Cloud Services
1 54 (6.13%) Amazon AWS
1 54 (6.13%) Microsoft Azure
2 14 (1.59%) AWS Lambda
3 12 (1.36%) Serverless
4 11 (1.25%) Mimecast
5 10 (1.14%) SaaS
6 7 (0.79%) Cortana Intelligence Suite
6 7 (0.79%) IaaS
7 6 (0.68%) Amazon S3
7 6 (0.68%) PaaS
8 5 (0.57%) Amazon EMR
8 5 (0.57%) Google Cloud Platform
9 4 (0.45%) Amazon EC2
9 4 (0.45%) Azure Data Factory
9 4 (0.45%) Google Analytics
9 4 (0.45%) Virtual Private Cloud
10 3 (0.34%) Cloud Computing
11 2 (0.23%) Amazon SQS
12 1 (0.11%) GitHub
12 1 (0.11%) Office 365
Communications & Networking
1 13 (1.48%) Network Security
2 5 (0.57%) Internet
3 4 (0.45%) Firewall
4 2 (0.23%) Intranet
5 1 (0.11%) ATM
5 1 (0.11%) Intrusion Detection
5 1 (0.11%) SMS
5 1 (0.11%) VLAN
5 1 (0.11%) VPN
Database & Business Intelligence
1 212 (24.06%) Data Warehouse
2 196 (22.25%) Big Data
3 157 (17.82%) SQL Server
4 104 (11.80%) Power BI
5 84 (9.53%) Data Lake
6 78 (8.85%) Hadoop
7 71 (8.06%) SQL Server Integration Services
7 71 (8.06%) SQL Server Reporting Services
8 47 (5.33%) SQL Server Analysis Services
9 41 (4.65%) Relational Database
10 32 (3.63%) MySQL
11 30 (3.41%) Apache Hive
12 28 (3.18%) Base SAS
12 28 (3.18%) SAS Enterprise Guide
13 27 (3.06%) OLAP
13 27 (3.06%) QlikView
14 26 (2.95%) BusinessObjects
15 22 (2.50%) SAP Data Services
16 21 (2.38%) Oracle Database
17 20 (2.27%) Enterprise Data Warehouse
Development Applications
1 37 (4.20%) LSMW
2 36 (4.09%) ERwin
3 22 (2.50%) JIRA
4 11 (1.25%) PowerDesigner
5 10 (1.14%) Visual Studio
6 9 (1.02%) Jenkins
7 6 (0.68%) Git (software)
8 5 (0.57%) ER Studio
8 5 (0.57%) Team Foundation Server
9 3 (0.34%) Subversion
10 2 (0.23%) Apache Continuum
10 2 (0.23%) ClearCase
10 2 (0.23%) Cucumber
10 2 (0.23%) GitLab
10 2 (0.23%) Maven
10 2 (0.23%) Visual Studio Team System
11 1 (0.11%) Bitbucket
11 1 (0.11%) RStudio
11 1 (0.11%) SQL Server Management Studio (SSMS)
General
1 380 (43.13%) Finance
2 137 (15.55%) Banking
3 58 (6.58%) Retail
4 57 (6.47%) Legal
5 54 (6.13%) Investment Banking
6 39 (4.43%) Marketing
7 27 (3.06%) Financial Institution
8 25 (2.84%) Telecoms
9 16 (1.82%) Advertising
9 16 (1.82%) Games
10 14 (1.59%) Corporate Banking
10 14 (1.59%) Law
11 13 (1.48%) Front Office
12 11 (1.25%) Billing
13 9 (1.02%) Pharmaceutical
14 6 (0.68%) Manufacturing
15 4 (0.45%) Publishing
15 4 (0.45%) Retail Banking
16 2 (0.23%) Online Betting
17 1 (0.11%) Military
Job Titles
1 192 (21.79%) Architect
2 154 (17.48%) Data Architect
3 118 (13.39%) Analyst
4 106 (12.03%) Developer
5 105 (11.92%) Data Manager
6 97 (11.01%) Data Analyst
7 96 (10.90%) Consultant
8 44 (4.99%) Governance Manager
9 43 (4.88%) Data Governance Analyst
9 43 (4.88%) Data Governance Manager
10 42 (4.77%) Data Consultant
11 38 (4.31%) Enterprise Architect
12 36 (4.09%) Enterprise Data Architect
13 28 (3.18%) Java Developer
14 27 (3.06%) Senior Consultant
15 26 (2.95%) Business Intelligence Developer
16 24 (2.72%) Analytics Consultant
16 24 (2.72%) Data Analytics Consultant
17 21 (2.38%) SAP Consultant
18 20 (2.27%) Solutions Architect
Libraries, Frameworks & Software Standards
1 53 (6.02%) .NET
2 50 (5.68%) Web Services
3 47 (5.33%) HTML
4 46 (5.22%) XML
5 36 (4.09%) AngularJS
6 32 (3.63%) jQuery
7 29 (3.29%) JSP
8 18 (2.04%) MDX
9 14 (1.59%) Kafka
10 12 (1.36%) CSS
10 12 (1.36%) Oracle GoldenGate
11 11 (1.25%) JSON
11 11 (1.25%) REST
12 10 (1.14%) J2EE
12 10 (1.14%) React
13 9 (1.02%) HTML5
14 8 (0.91%) BAPI
15 7 (0.79%) IDoc
15 7 (0.79%) OAuth
16 6 (0.68%) SparkR
Miscellaneous
1 189 (21.45%) Analytical Skills
2 108 (12.26%) Management Information System
3 90 (10.22%) Computer Science
4 42 (4.77%) Credit Risk
5 34 (3.86%) Market Risk
6 32 (3.63%) Fintech
7 30 (3.41%) Data Structures
8 26 (2.95%) Cyberthreat
9 23 (2.61%) Enterprise Software
10 22 (2.50%) Self-Motivation
11 21 (2.38%) Reference Data
12 19 (2.16%) Life Science
13 16 (1.82%) Hybrid Cloud
14 13 (1.48%) Equities
14 13 (1.48%) Taxonomies
15 12 (1.36%) Virtual Team
16 11 (1.25%) Reinsurance
17 9 (1.02%) Algorithms
17 9 (1.02%) Fixed Income
18 8 (0.91%) Greenfield Project
Operating Systems
1 47 (5.33%) Windows
2 41 (4.65%) Unix
3 34 (3.86%) AIX
3 34 (3.86%) HPUX
3 34 (3.86%) Solaris
4 11 (1.25%) Linux
5 3 (0.34%) Ubuntu
5 3 (0.34%) Windows Server
6 2 (0.23%) Red Hat Enterprise Linux
7 1 (0.11%) Windows 7
Processes & Methodologies
1 385 (43.70%) Data Management
2 302 (34.28%) Analytics
3 298 (33.83%) Business Intelligence
4 242 (27.47%) Data Modelling
5 219 (24.86%) Agile Software Development
6 203 (23.04%) Data Architecture
7 159 (18.05%) ETL
8 158 (17.93%) Data Integration
9 107 (12.15%) Stakeholder Management
10 106 (12.03%) Migration
11 99 (11.24%) Project Management
12 96 (10.90%) Information Management
13 95 (10.78%) Data Analytics
14 85 (9.65%) Data Analysis
15 83 (9.42%) Data Strategy
16 82 (9.31%) Master Data Management
17 80 (9.08%) Problem-Solving
18 79 (8.97%) Change Management
18 79 (8.97%) Metadata Management
19 78 (8.85%) Data Migration
Programming Languages
1 272 (30.87%) SQL
2 113 (12.83%) Java
3 54 (6.13%) Python
4 45 (5.11%) C#
5 34 (3.86%) R
6 30 (3.41%) T-SQL
7 25 (2.84%) ABAP
8 23 (2.61%) JavaScript
9 17 (1.93%) C++
9 17 (1.93%) Data Analysis Expressions (DAX)
10 15 (1.70%) VBA
11 14 (1.59%) C
12 12 (1.36%) Scala
13 10 (1.14%) VB
14 9 (1.02%) PL/SQL
15 4 (0.45%) Bash Shell
15 4 (0.45%) VB.NET
16 2 (0.23%) Ada
16 2 (0.23%) COBOL
16 2 (0.23%) Java 8
Qualifications
1 176 (19.98%) Degree
2 60 (6.81%) Computer Science Degree
3 45 (5.11%) Master's Degree
4 32 (3.63%) CISA
4 32 (3.63%) CISSP
5 20 (2.27%) CISM
6 19 (2.16%) CEH
7 12 (1.36%) Security Cleared
8 11 (1.25%) SANS
9 10 (1.14%) SC Cleared
10 6 (0.68%) ITIL Certification
10 6 (0.68%) MCSE
10 6 (0.68%) Microsoft Certification
11 5 (0.57%) CompTIA Security+
11 5 (0.57%) CSSLP
11 5 (0.57%) GIAC
11 5 (0.57%) SSCP
12 4 (0.45%) Postgraduate
13 3 (0.34%) ECSA
13 3 (0.34%) PMI Certification
Quality Assurance & Compliance
1 347 (39.39%) Data Quality
2 74 (8.40%) GDPR
3 46 (5.22%) QA
4 29 (3.29%) ISO/IEC 27001
5 28 (3.18%) Sarbanes-Oxley
6 24 (2.72%) PCI DSS
6 24 (2.72%) Solvency II
7 7 (0.79%) Dodd-Frank
7 7 (0.79%) GxP
7 7 (0.79%) IFRS
7 7 (0.79%) PMO
8 6 (0.68%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 5 (0.57%) FATCA
9 5 (0.57%) SLA
10 4 (0.45%) Cyber Essentials
10 4 (0.45%) IFRS 9
10 4 (0.45%) MiFID
11 3 (0.34%) COBIT
12 2 (0.23%) GCP
13 1 (0.11%) ISO 9001
System Software
1 19 (2.16%) HDFS
2 4 (0.45%) Docker
3 3 (0.34%) Active Directory
3 3 (0.34%) Apache Flume
4 2 (0.23%) Apache ZooKeeper
Systems Management
1 11 (1.25%) Oozie
2 6 (0.68%) Hadoop YARN
3 5 (0.57%) RSA Archer
4 4 (0.45%) Kubernetes
4 4 (0.45%) Puppet
5 3 (0.34%) CASB
6 2 (0.23%) Ambari
6 2 (0.23%) Ansible
6 2 (0.23%) Terraform
7 1 (0.11%) Consul
7 1 (0.11%) Kibana
7 1 (0.11%) logstash
7 1 (0.11%) Opscode Chef
7 1 (0.11%) Oracle Enterprise Manager
7 1 (0.11%) Packer
7 1 (0.11%) Systems Management Server (SMS)
Vendors
1 100 (11.35%) Oracle
2 99 (11.24%) Tableau
3 93 (10.56%) Microsoft
4 71 (8.06%) SAP
5 47 (5.33%) Cognizant
6 31 (3.52%) Informatica
7 29 (3.29%) Talend
8 25 (2.84%) MicroStrategy
9 19 (2.16%) Ab Initio
10 18 (2.04%) Cognos
11 17 (1.93%) Cloudera
11 17 (1.93%) IBM
12 16 (1.82%) WorldPay
13 14 (1.59%) Alteryx
13 14 (1.59%) Google
13 14 (1.59%) Salesforce.com
13 14 (1.59%) Trillium
14 12 (1.36%) Cisco
15 11 (1.25%) CheckPoint
15 11 (1.25%) Fortinet