Period
to 21 February 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Data Governance
England > London
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 335 551 465
Rank change year-on-year +216 -86 +75
Permanent jobs citing Data Governance 642 285 514
As % of all permanent IT jobs advertised in London 0.91% 0.41% 0.61%
As % of the Processes & Methodologies category 1.00% 0.45% 0.68%
Number of salaries quoted 458 222 395
London median annual salary £70,000 £75,000 £65,000
Median salary % change year-on-year -6.67% +15.38% -10.34%
10th Percentile £45,000 £45,075 £45,500
90th Percentile £96,250 £104,750 £92,500
England median annual salary £65,000 £65,000 £56,500
% change year-on-year - +15.04% -16.30%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 64,218 63,405 76,104
As % of all permanent IT jobs advertised in London 91.40% 90.52% 89.76%
Number of salaries quoted 52,603 53,702 64,499
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,250 £33,750 £33,750
90th Percentile £92,500 £90,000 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Governance
Job Vacancy Trend in London

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

Job vacancy trend for Data Governance in London

Data Governance
Salary Trend in London

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

Salary trend for Data Governance in London

Data Governance
Salary Histogram in London

The salary distribution of IT jobs citing Data Governance in London over the 6 months to 21 February 2018.

Salary histogram for Data Governance in London

Data Governance
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the London region over the 6 months to 21 February 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
Central London +49 132 £68,750 -8.33% 17
West London +15 7 £45,000 -25.00% 6
South London -3 5 £50,000 -28.57%
East London -5 2 £66,250 - 3
Data Governance
England

For the 6 months to 21 February 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 London region with a requirement for Data Governance.

1 324 (50.47%) Data Management
2 291 (45.33%) Data Quality
3 277 (43.15%) Data Modelling
4 274 (42.68%) Finance
5 267 (41.59%) SQL
6 220 (34.27%) Business Intelligence
7 214 (33.33%) Analytics
8 176 (27.41%) ETL
9 164 (25.55%) Data Warehouse
10 153 (23.83%) Data Architecture
11 148 (23.05%) Agile Software Development
12 134 (20.87%) SQL Server
13 130 (20.25%) Big Data
14 127 (19.78%) Degree
15 110 (17.13%) Tableau
16 99 (15.42%) Stakeholder Management
16 99 (15.42%) Analytical Skills
17 96 (14.95%) Visualisation
17 96 (14.95%) Data Integration
18 92 (14.33%) Data Analytics
19 90 (14.02%) GDPR
20 80 (12.46%) Retail
21 78 (12.15%) Project Management
22 74 (11.53%) Data Protection
23 73 (11.37%) Amazon AWS
23 73 (11.37%) Microsoft
23 73 (11.37%) Data Analysis
24 68 (10.59%) Master Data Management
25 66 (10.28%) Informatica
25 66 (10.28%) Data Science

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 59 (9.19%) SAS
2 55 (8.57%) Apache Spark
3 7 (1.09%) SharePoint
4 5 (0.78%) Apache Airflow
4 5 (0.78%) Apache Solr
4 5 (0.78%) Luigi
5 4 (0.62%) IIS
6 3 (0.47%) Apache Pig
7 2 (0.31%) Anypoint
7 2 (0.31%) Apache
7 2 (0.31%) Mule
7 2 (0.31%) Mule ESB
7 2 (0.31%) Oracle Workflow
8 1 (0.16%) Confluence
8 1 (0.16%) JBoss
8 1 (0.16%) Tomcat
Applications
1 34 (5.30%) Microsoft Excel
2 30 (4.67%) SPSS
3 15 (2.34%) Microsoft Office
4 9 (1.40%) Photoshop
5 8 (1.25%) MS Visio
6 6 (0.93%) Microsoft PowerPoint
7 4 (0.62%) Microsoft Project
8 2 (0.31%) AutoCAD
8 2 (0.31%) Revit
8 2 (0.31%) Spreadsheet
Business Applications
1 16 (2.49%) SAP MDG
2 9 (1.40%) Eloqua
3 7 (1.09%) Markit EDM
3 7 (1.09%) SAP MDM
4 6 (0.93%) Dynamics CRM
4 6 (0.93%) SAP MM
4 6 (0.93%) SAP SRM
5 2 (0.31%) Adobe Campaign
5 2 (0.31%) Primavera
6 1 (0.16%) Cognos Controller
6 1 (0.16%) Cognos TM1
6 1 (0.16%) Eagle PACE
6 1 (0.16%) Oracle ERP
6 1 (0.16%) SAP FI-GL
6 1 (0.16%) SAP GRC
Cloud Services
1 73 (11.37%) Amazon AWS
2 32 (4.98%) Microsoft Azure
3 20 (3.12%) Google Cloud Platform
4 12 (1.87%) Amazon Kinesis
5 9 (1.40%) AWS Lambda
5 9 (1.40%) Serverless
6 8 (1.25%) PaaS
6 8 (1.25%) SaaS
7 7 (1.09%) Amazon S3
8 5 (0.78%) Cortana Intelligence Suite
9 4 (0.62%) Amazon EMR
10 3 (0.47%) Cloud Computing
10 3 (0.47%) IaaS
11 2 (0.31%) Dynamics 365
11 2 (0.31%) Google Analytics
12 1 (0.16%) GitHub
12 1 (0.16%) Office 365
12 1 (0.16%) Salesforce Sales Cloud
Communications & Networking
1 5 (0.78%) Firewall
1 5 (0.78%) Network Security
2 1 (0.16%) Internet
2 1 (0.16%) Intranet
Database & Business Intelligence
1 164 (25.55%) Data Warehouse
2 134 (20.87%) SQL Server
3 130 (20.25%) Big Data
4 63 (9.81%) Power BI
5 60 (9.35%) Data Lake
6 54 (8.41%) Hadoop
7 42 (6.54%) Relational Database
8 35 (5.45%) Apache Hive
9 34 (5.30%) Apache Cassandra
9 34 (5.30%) QlikView
10 33 (5.14%) Spotfire
11 29 (4.52%) SQL Server Integration Services
11 29 (4.52%) Star Schema
12 26 (4.05%) SQL Server Reporting Services
13 25 (3.89%) Amazon Redshift
14 23 (3.58%) BusinessObjects
15 20 (3.12%) Impala
16 18 (2.80%) HBase
17 15 (2.34%) Data Mining
17 15 (2.34%) Sqoop
Development Applications
1 21 (3.27%) ERwin
2 9 (1.40%) SQL Server Management Studio (SSMS)
3 8 (1.25%) JIRA
4 5 (0.78%) Jenkins
5 4 (0.62%) RStudio
6 3 (0.47%) GitLab
7 2 (0.31%) Eclipse
7 2 (0.31%) Sonatype Nexus
7 2 (0.31%) Team Foundation Server
8 1 (0.16%) Cucumber
8 1 (0.16%) Maven
General
1 274 (42.68%) Finance
2 80 (12.46%) Retail
3 65 (10.12%) Banking
4 34 (5.30%) Telecoms
5 29 (4.52%) Marketing
6 25 (3.89%) Legal
7 21 (3.27%) Advertising
8 19 (2.96%) Investment Banking
9 10 (1.56%) Financial Institution
10 8 (1.25%) Manufacturing
11 7 (1.09%) Law
11 7 (1.09%) Retail Banking
12 6 (0.93%) Games
12 6 (0.93%) Pharmaceutical
13 5 (0.78%) Back Office
13 5 (0.78%) Front Office
14 4 (0.62%) German Language
15 3 (0.47%) General Ledger
16 2 (0.31%) Billing
16 2 (0.31%) Military
Job Titles
1 161 (25.08%) Architect
2 148 (23.05%) Data Architect
3 107 (16.67%) Analyst
4 86 (13.40%) Data Analyst
5 72 (11.21%) Developer
6 71 (11.06%) Consultant
7 69 (10.75%) Data Manager
8 45 (7.01%) Data Consultant
9 29 (4.52%) Data Modeller
10 26 (4.05%) Business Analyst
10 26 (4.05%) Quality Manager
11 25 (3.89%) Data Quality Manager
12 21 (3.27%) Governance Analyst
12 21 (3.27%) Senior Consultant
13 20 (3.12%) Analytics Consultant
13 20 (3.12%) Data Analytics Consultant
14 19 (2.96%) Data Business Analyst
14 19 (2.96%) Data Governance Analyst
14 19 (2.96%) Governance Manager
14 19 (2.96%) Senior Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 38 (5.92%) AngularJS
2 36 (5.61%) Web Services
3 26 (4.05%) HTML
3 26 (4.05%) Kafka
4 20 (3.12%) D3.js
5 19 (2.96%) jQuery
6 17 (2.65%) CSS
6 17 (2.65%) React
7 13 (2.02%) HTML5
7 13 (2.02%) XML
8 7 (1.09%) JSON
9 6 (0.93%) J2EE
9 6 (0.93%) Natural Language Processing
10 5 (0.78%) .NET
11 4 (0.62%) Oracle GoldenGate
12 3 (0.47%) Lucene
12 3 (0.47%) REST
13 2 (0.31%) Velocity
14 1 (0.16%) Apache Avro
14 1 (0.16%) ASP.NET MVC
Miscellaneous
1 99 (15.42%) Analytical Skills
2 57 (8.88%) Computer Science
3 45 (7.01%) Management Information System
4 26 (4.05%) Life Science
5 19 (2.96%) Greenfield Project
6 18 (2.80%) Data Structures
7 17 (2.65%) Data Centre
7 17 (2.65%) User Experience
8 12 (1.87%) Analytical Mindset
9 11 (1.71%) Cyberthreat
9 11 (1.71%) Marketing Technology
9 11 (1.71%) Virtual Team
10 10 (1.56%) Enterprise Software
11 8 (1.25%) Hedge funds
12 7 (1.09%) Social Media
12 7 (1.09%) Taxonomies
13 6 (0.93%) Credit Risk
13 6 (0.93%) Market Risk
13 6 (0.93%) Reference Data
13 6 (0.93%) Reinsurance
Operating Systems
1 8 (1.25%) Unix
2 7 (1.09%) Linux
2 7 (1.09%) Windows
3 4 (0.62%) Windows Server
4 2 (0.31%) AIX
4 2 (0.31%) HPUX
4 2 (0.31%) Solaris
Processes & Methodologies
1 324 (50.47%) Data Management
2 277 (43.15%) Data Modelling
3 220 (34.27%) Business Intelligence
4 214 (33.33%) Analytics
5 176 (27.41%) ETL
6 153 (23.83%) Data Architecture
7 148 (23.05%) Agile Software Development
8 99 (15.42%) Stakeholder Management
9 96 (14.95%) Data Integration
9 96 (14.95%) Visualisation
10 92 (14.33%) Data Analytics
11 78 (12.15%) Project Management
12 74 (11.53%) Data Protection
13 73 (11.37%) Data Analysis
14 68 (10.59%) Master Data Management
15 66 (10.28%) Data Science
16 55 (8.57%) Data Cleansing
17 54 (8.41%) Data Strategy
18 48 (7.48%) Enterprise Architecture
19 45 (7.01%) Information Security
Programming Languages
1 267 (41.59%) SQL
2 53 (8.26%) Python
3 44 (6.85%) R
4 43 (6.70%) Java
5 27 (4.21%) JavaScript
6 24 (3.74%) C
7 15 (2.34%) C++
7 15 (2.34%) T-SQL
8 14 (2.18%) C#
8 14 (2.18%) Scala
9 3 (0.47%) VBA
10 2 (0.31%) Groovy
10 2 (0.31%) PL/SQL
10 2 (0.31%) Prolog
11 1 (0.16%) ES6
11 1 (0.16%) VB
Qualifications
1 127 (19.78%) Degree
2 41 (6.39%) Computer Science Degree
3 31 (4.83%) Master's Degree
4 18 (2.80%) ISEB
5 14 (2.18%) CISSP
6 13 (2.02%) CISA
7 11 (1.71%) CEH
7 11 (1.71%) SANS
8 8 (1.25%) CISM
8 8 (1.25%) Security Cleared
9 6 (0.93%) EC-Council LPT
9 6 (0.93%) ECSA
10 5 (0.78%) CompTIA Security+
10 5 (0.78%) CSSLP
10 5 (0.78%) GIAC
10 5 (0.78%) SSCP
11 3 (0.47%) Numerate Degree
12 2 (0.31%) Six Sigma Yellow Belt
13 1 (0.16%) Microsoft Certification
13 1 (0.16%) SC Cleared
Quality Assurance & Compliance
1 291 (45.33%) Data Quality
2 90 (14.02%) GDPR
3 22 (3.43%) Solvency II
4 21 (3.27%) QA
5 14 (2.18%) EMIR
5 14 (2.18%) MiFID
6 13 (2.02%) ISO/IEC 27001
7 11 (1.71%) CRD IV
8 7 (1.09%) Dodd-Frank
8 7 (1.09%) IFRS
9 6 (0.93%) FATCA
9 6 (0.93%) IFRS 9
9 6 (0.93%) PCI DSS
10 5 (0.78%) PMO
11 4 (0.62%) Cyber Essentials
11 4 (0.62%) Sarbanes-Oxley
12 1 (0.16%) COBIT
12 1 (0.16%) GxP
12 1 (0.16%) HIPAA
System Software
1 14 (2.18%) HDFS
2 4 (0.62%) Apache ZooKeeper
3 1 (0.16%) Docker
Systems Management
1 13 (2.02%) Hadoop YARN
2 6 (0.93%) Oozie
3 2 (0.31%) Ambari
3 2 (0.31%) Perfmon
4 1 (0.16%) CSIRT
4 1 (0.16%) Kubernetes
4 1 (0.16%) Puppet
4 1 (0.16%) RSA Archer
Vendors
1 110 (17.13%) Tableau
2 73 (11.37%) Microsoft
3 66 (10.28%) Informatica
4 63 (9.81%) Oracle
5 40 (6.23%) Alteryx
5 40 (6.23%) Talend
6 38 (5.92%) Ab Initio
7 31 (4.83%) Google
8 28 (4.36%) MicroStrategy
8 28 (4.36%) Sybase
9 24 (3.74%) SAP
10 22 (3.43%) Cloudera
11 19 (2.96%) IBM
11 19 (2.96%) Teradata
12 18 (2.80%) Salesforce.com
13 14 (2.18%) TIBCO
14 12 (1.87%) Netezza
15 11 (1.71%) Cognizant
16 9 (1.40%) Marketo
17 7 (1.09%) Pardot