Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Data Governance
UK > England
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 525 541 657
Rank change year-on-year +16 +116 -20
Permanent jobs citing Data Governance 797 809 672
As % of all permanent IT jobs advertised in England 0.52% 0.49% 0.38%
As % of the Processes & Methodologies category 0.57% 0.54% 0.41%
Number of salaries quoted 569 583 525
England median annual salary £62,138 £62,500 £65,000
Median salary % change year-on-year -0.58% -3.85% +8.33%
10th Percentile £38,750 £38,950 £40,000
90th Percentile £96,000 £94,950 £92,500
UK median annual salary £61,000 £61,500 £62,750
% change year-on-year -0.81% -1.99% +4.58%

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 139,911 150,882 162,667
As % of all permanent IT jobs advertised in England 91.10% 91.56% 90.91%
Number of salaries quoted 112,197 119,876 136,722
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 23 October 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 23 October 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 +19 450 £65,000 -3.70% 68
South East +17 119 £60,000 +9.09% 22
North of England -7 74 £55,000 - 17
Midlands +41 64 £60,000 +20.00% 13
South West +15 52 £62,138 +38.08% 15
West Midlands +59 50 £60,000 +14.29% 11
Yorkshire +12 39 £45,000 -14.29% 5
North West -25 33 £67,500 +17.39% 11
East of England +29 26 £72,500 +23.40% 6
East Midlands -3 14 £53,000 +6.27% 2
North East -18 2 £42,500 -30.33% 1
Data Governance
UK

For the 6 months to 23 October 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.

1 348 (43.66%) Finance
2 333 (41.78%) Data Quality
3 325 (40.78%) Data Management
4 313 (39.27%) Analytics
5 276 (34.63%) Business Intelligence
6 269 (33.75%) SQL
7 245 (30.74%) Data Warehouse
8 227 (28.48%) Data Modelling
9 219 (27.48%) Agile Software Development
10 186 (23.34%) Big Data
11 183 (22.96%) Analytical Skills
12 180 (22.58%) ETL
13 174 (21.83%) Data Architecture
14 172 (21.58%) SQL Server
15 137 (17.19%) Data Integration
16 135 (16.94%) Degree
17 123 (15.43%) Banking
18 122 (15.31%) Microsoft
18 122 (15.31%) Data Analysis
19 118 (14.81%) Stakeholder Management
20 115 (14.43%) Tableau
21 105 (13.17%) Data Strategy
22 102 (12.80%) Visualisation
23 101 (12.67%) Master Data Management
24 100 (12.55%) Power BI
25 98 (12.30%) Problem-Solving
26 93 (11.67%) Hadoop
26 93 (11.67%) Oracle
27 89 (11.17%) Project Management
27 89 (11.17%) Data Analytics

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 81 (10.16%) SAS
2 62 (7.78%) Apache Spark
3 31 (3.89%) Apache
4 17 (2.13%) IIS
4 17 (2.13%) SharePoint
5 11 (1.38%) Apache Solr
6 8 (1.00%) Oracle SOA Suite
7 4 (0.50%) BizTalk Server
8 3 (0.38%) Apache Pig
8 3 (0.38%) SharePoint 2010
8 3 (0.38%) WordPress
9 2 (0.25%) Elasticsearch
10 1 (0.13%) ArcGIS
10 1 (0.13%) Confluence
10 1 (0.13%) SharePoint 2013
Applications
1 53 (6.65%) Microsoft Excel
2 26 (3.26%) Microsoft Office
3 15 (1.88%) SPSS
4 10 (1.25%) MS Visio
5 8 (1.00%) Spreadsheet
6 3 (0.38%) Microsoft PowerPoint
6 3 (0.38%) Microsoft Project
7 2 (0.25%) Chatbot
Business Applications
1 27 (3.39%) SAP MDG
2 21 (2.63%) SAP S/4HANA
3 9 (1.13%) Dynamics CRM
4 8 (1.00%) Cognos Business Intelligence
5 6 (0.75%) NetSuite
5 6 (0.75%) SAP ERP
6 5 (0.63%) SAP BPC
6 5 (0.63%) SAP GRC
6 5 (0.63%) SAP GTS
7 3 (0.38%) Distributed Ledger
7 3 (0.38%) Dynamics AX
8 2 (0.25%) JDE OneWorld
8 2 (0.25%) Magento
9 1 (0.13%) Elite 3E
9 1 (0.13%) Epicor Tropos
9 1 (0.13%) Infor CloudSuite Industrial (formerly SyteLine)
9 1 (0.13%) Infor M3
9 1 (0.13%) SAP IBP
9 1 (0.13%) SAP MDM
9 1 (0.13%) SAP SD
Cloud Services
1 70 (8.78%) Microsoft Azure
2 63 (7.90%) Amazon AWS
3 23 (2.89%) PaaS
4 15 (1.88%) IaaS
4 15 (1.88%) SaaS
5 14 (1.76%) Azure Data Factory
6 13 (1.63%) AWS Lambda
7 11 (1.38%) Serverless
8 7 (0.88%) Cloud Computing
8 7 (0.88%) Cortana Intelligence Suite
8 7 (0.88%) Google Cloud Platform
9 5 (0.63%) Data Lake Analytics
9 5 (0.63%) Dynamics 365
10 4 (0.50%) Amazon EC2
10 4 (0.50%) Amazon S3
10 4 (0.50%) Virtual Private Cloud
11 3 (0.38%) Office 365
11 3 (0.38%) Siri
12 2 (0.25%) Amazon EMR
12 2 (0.25%) Amazon SQS
Communications & Networking
1 2 (0.25%) Internet
1 2 (0.25%) Network Security
2 1 (0.13%) ATM
2 1 (0.13%) Intrusion Detection
Database & Business Intelligence
1 245 (30.74%) Data Warehouse
2 186 (23.34%) Big Data
3 172 (21.58%) SQL Server
4 100 (12.55%) Power BI
5 93 (11.67%) Hadoop
6 79 (9.91%) SQL Server Reporting Services
7 78 (9.79%) SQL Server Integration Services
8 74 (9.28%) Data Lake
9 61 (7.65%) Relational Database
10 47 (5.90%) QlikView
11 46 (5.77%) MySQL
12 43 (5.40%) SQL Server Analysis Services
13 40 (5.02%) Apache Hive
14 39 (4.89%) NoSQL
15 34 (4.27%) BusinessObjects
16 31 (3.89%) RDBMS
17 25 (3.14%) DataStage
18 22 (2.76%) Enterprise Data Warehouse
18 22 (2.76%) SAP Data Services
19 21 (2.63%) Oracle Database
Development Applications
1 38 (4.77%) ERwin
2 23 (2.89%) LSMW
3 19 (2.38%) Visual Studio
4 11 (1.38%) JIRA
4 11 (1.38%) PowerDesigner
5 8 (1.00%) Jenkins
6 7 (0.88%) ER Studio
6 7 (0.88%) Toad
7 6 (0.75%) Maven
8 5 (0.63%) Team Foundation Server
9 4 (0.50%) Git (software)
10 1 (0.13%) Bitbucket
10 1 (0.13%) SQL Server Management Studio (SSMS)
10 1 (0.13%) Subversion
10 1 (0.13%) Visual Studio Team System
General
1 348 (43.66%) Finance
2 123 (15.43%) Banking
3 69 (8.66%) Retail
4 52 (6.52%) Legal
5 51 (6.40%) Investment Banking
6 36 (4.52%) Marketing
7 24 (3.01%) Financial Institution
8 22 (2.76%) Corporate Banking
9 17 (2.13%) Games
10 16 (2.01%) Telecoms
11 14 (1.76%) Advertising
11 14 (1.76%) Law
11 14 (1.76%) Pharmaceutical
12 13 (1.63%) Front Office
13 9 (1.13%) Automotive
14 8 (1.00%) Publishing
15 6 (0.75%) Manufacturing
15 6 (0.75%) Retail Banking
16 2 (0.25%) Billing
16 2 (0.25%) Online Betting
Job Titles
1 164 (20.58%) Architect
2 142 (17.82%) Data Architect
3 115 (14.43%) Analyst
4 91 (11.42%) Data Manager
5 86 (10.79%) Data Analyst
5 86 (10.79%) Developer
6 77 (9.66%) Consultant
7 40 (5.02%) Data Governance Analyst
7 40 (5.02%) Data Governance Manager
7 40 (5.02%) Governance Manager
8 39 (4.89%) Data Consultant
9 30 (3.76%) Senior Consultant
10 29 (3.64%) Analytics Consultant
10 29 (3.64%) Business Intelligence Developer
11 26 (3.26%) Business Intelligence Manager
12 25 (3.14%) Project Manager
13 24 (3.01%) Data Analytics Consultant
14 22 (2.76%) Senior Manager
15 21 (2.63%) Business Analyst
15 21 (2.63%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 38 (4.77%) HTML
2 37 (4.64%) Kafka
3 35 (4.39%) .NET
4 32 (4.02%) Web Services
5 27 (3.39%) XML
6 21 (2.63%) MDX
7 19 (2.38%) CSS
8 17 (2.13%) JSP
9 16 (2.01%) HTML5
10 11 (1.38%) REST
11 10 (1.25%) AngularJS
11 10 (1.25%) Apache Drill
11 10 (1.25%) Oracle GoldenGate
11 10 (1.25%) SparkR
12 9 (1.13%) BAPI
12 9 (1.13%) React
13 7 (0.88%) jQuery
13 7 (0.88%) Natural Language Processing
14 5 (0.63%) IDoc
14 5 (0.63%) JSON
Miscellaneous
1 183 (22.96%) Analytical Skills
2 63 (7.90%) Management Information System
3 50 (6.27%) Computer Science
4 38 (4.77%) Reference Data
5 33 (4.14%) Credit Risk
6 26 (3.26%) Cyberthreat
7 23 (2.89%) Life Science
8 22 (2.76%) Data Structures
8 22 (2.76%) Fintech
9 21 (2.63%) Market Risk
10 20 (2.51%) Equities
11 16 (2.01%) Reinsurance
12 15 (1.88%) Algorithms
13 14 (1.76%) Greenfield Project
13 14 (1.76%) Virtual Team
14 12 (1.51%) Enterprise Software
14 12 (1.51%) Hybrid Cloud
15 11 (1.38%) Robotics
16 10 (1.25%) Taxonomies
17 8 (1.00%) Foreign Exchange (FX)
Operating Systems
1 33 (4.14%) Windows
2 24 (3.01%) Unix
3 21 (2.63%) AIX
3 21 (2.63%) HPUX
3 21 (2.63%) Solaris
4 8 (1.00%) Linux
5 3 (0.38%) Ubuntu
6 1 (0.13%) Windows 7
Processes & Methodologies
1 325 (40.78%) Data Management
2 313 (39.27%) Analytics
3 276 (34.63%) Business Intelligence
4 227 (28.48%) Data Modelling
5 219 (27.48%) Agile Software Development
6 180 (22.58%) ETL
7 174 (21.83%) Data Architecture
8 137 (17.19%) Data Integration
9 122 (15.31%) Data Analysis
10 118 (14.81%) Stakeholder Management
11 105 (13.17%) Data Strategy
12 102 (12.80%) Visualisation
13 101 (12.67%) Master Data Management
14 98 (12.30%) Problem-Solving
15 89 (11.17%) Data Analytics
15 89 (11.17%) Project Management
16 79 (9.91%) Data Science
17 74 (9.28%) Migration
18 69 (8.66%) Information Management
19 68 (8.53%) Metadata Management
Programming Languages
1 269 (33.75%) SQL
2 81 (10.16%) Java
3 80 (10.04%) Python
4 71 (8.91%) R
5 47 (5.90%) T-SQL
6 30 (3.76%) C#
7 28 (3.51%) Scala
8 21 (2.63%) C
9 20 (2.51%) Data Analysis Expressions (DAX)
10 18 (2.26%) JavaScript
11 16 (2.01%) VBA
12 14 (1.76%) ABAP
13 11 (1.38%) Bash Shell
14 9 (1.13%) PL/SQL
15 6 (0.75%) VB
16 2 (0.25%) Perl
16 2 (0.25%) PHP
16 2 (0.25%) PowerShell
16 2 (0.25%) VB.NET
17 1 (0.13%) Ruby
Qualifications
1 135 (16.94%) Degree
2 28 (3.51%) Computer Science Degree
3 24 (3.01%) Master's Degree
4 16 (2.01%) CISSP
5 15 (1.88%) CISA
6 12 (1.51%) PMI Certification
7 11 (1.38%) PMP
8 9 (1.13%) TOGAF Certification
9 8 (1.00%) PRINCE2 Certification
9 8 (1.00%) SC Cleared
9 8 (1.00%) Security Cleared
10 6 (0.75%) CISM
10 6 (0.75%) ISEB
11 5 (0.63%) Microsoft Certification
11 5 (0.63%) SAP Certification
12 4 (0.50%) ITIL Certification
12 4 (0.50%) Postgraduate
13 3 (0.38%) CEH
13 3 (0.38%) CRISC
13 3 (0.38%) MCSE
Quality Assurance & Compliance
1 333 (41.78%) Data Quality
2 76 (9.54%) GDPR
3 36 (4.52%) QA
4 32 (4.02%) Sarbanes-Oxley
5 29 (3.64%) Solvency II
6 14 (1.76%) ISO/IEC 27001
7 10 (1.25%) Dodd-Frank
7 10 (1.25%) IFRS
7 10 (1.25%) PCI DSS
8 9 (1.13%) PMO
9 6 (0.75%) COBIT
9 6 (0.75%) GxP
10 5 (0.63%) FATCA
10 5 (0.63%) IFRS 9
10 5 (0.63%) SLA
11 1 (0.13%) Cyber Essentials
11 1 (0.13%) Cyber Essentials PLUS
11 1 (0.13%) HIPAA
11 1 (0.13%) ISO 9001
11 1 (0.13%) MiFID
System Software
1 22 (2.76%) HDFS
2 2 (0.25%) Docker
3 1 (0.13%) Apache Flume
Systems Management
1 15 (1.88%) Oozie
2 5 (0.63%) Puppet
2 5 (0.63%) RSA Archer
2 5 (0.63%) Terraform
3 4 (0.50%) Opscode Chef
4 3 (0.38%) Hadoop YARN
5 2 (0.25%) Ansible
5 2 (0.25%) Kubernetes
6 1 (0.13%) Consul
6 1 (0.13%) Kibana
6 1 (0.13%) logstash
6 1 (0.13%) Packer
6 1 (0.13%) Systems Management Server (SMS)
Vendors
1 122 (15.31%) Microsoft
2 115 (14.43%) Tableau
3 93 (11.67%) Oracle
4 68 (8.53%) SAP
5 48 (6.02%) Informatica
6 30 (3.76%) Alteryx
7 27 (3.39%) Cognos
7 27 (3.39%) Hortonworks
8 25 (3.14%) Ab Initio
8 25 (3.14%) Talend
9 20 (2.51%) Teradata
10 18 (2.26%) IBM
10 18 (2.26%) Netezza
11 16 (2.01%) Cloudera
11 16 (2.01%) MicroStrategy
12 15 (1.88%) MapR
12 15 (1.88%) Trillium
13 14 (1.76%) Cognizant
13 14 (1.76%) Google
14 13 (1.63%) Salesforce.com