Period
to 6 April 2020

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 6 April 2020 with a comparison to the same period in the previous 2 years.

Data Governance
England > London
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 390 451 323
Rank change year-on-year +61 -128 +252
Permanent jobs citing Data Governance 304 351 704
As % of all permanent jobs advertised in London 0.63% 0.57% 1.01%
As % of the Processes & Methodologies category 0.68% 0.62% 1.08%
Number of salaries quoted 240 268 490
Median annual salary £72,000 £75,000 £70,000
Median salary % change year-on-year -4.00% +7.14% -6.67%
10th Percentile £38,750 £42,500 £42,750
90th Percentile £100,000 £102,500 £96,250
England median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% +4.00%

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 44,948 56,936 65,255
As % of all permanent IT jobs advertised in London 93.49% 92.71% 93.27%
Number of salaries quoted 36,083 46,055 53,814
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.52%

Data Governance
Job Vacancy Trend in London

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

Job vacancy trend for Data Governance in London

Data Governance
Salary Trend in London

3-month moving average salary quoted in jobs citing Data Governance in London.

Salary trend for Data Governance in London

Data Governance
Salary Histogram in London

Salary distribution for jobs citing Data Governance in London over the 6 months to 6 April 2020.

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 6 April 2020. 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 +57 105 £80,000 +8.47% 3
West London - 5 £57,500 - 4
North London - 5 £42,500 -
South London - 3 £55,000 -
Data Governance
England

For the 6 months to 6 April 2020, 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.

1 119 (39.14%) Data Modelling
2 118 (38.82%) Data Quality
3 116 (38.16%) Finance
4 113 (37.17%) Analytics
5 110 (36.18%) SQL
6 93 (30.59%) Business Intelligence
7 91 (29.93%) Agile Software Development
8 82 (26.97%) Azure
9 78 (25.66%) Data Management
10 77 (25.33%) Data Architecture
11 75 (24.67%) Analytical Skills
11 75 (24.67%) Data Warehouse
12 68 (22.37%) Informatica
13 65 (21.38%) Python
14 63 (20.72%) ETL
15 61 (20.07%) Big Data
16 57 (18.75%) Data Strategy
16 57 (18.75%) Problem-Solving
17 55 (18.09%) GDPR
18 54 (17.76%) SQL Server Integration Services
19 50 (16.45%) Snowflake Schema
19 50 (16.45%) Data Science
20 48 (15.79%) Migration
20 48 (15.79%) AWS
21 47 (15.46%) Stakeholder Management
22 44 (14.47%) Visualisation
22 44 (14.47%) DevOps
23 43 (14.14%) Java
24 41 (13.49%) Degree
25 40 (13.16%) SQL Server

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 26 (8.55%) Apache Spark
2 8 (2.63%) SAS
3 7 (2.30%) Apache Airflow
4 6 (1.97%) ArcGIS
4 6 (1.97%) Elasticsearch
5 5 (1.64%) Apache
6 3 (0.99%) Confluence
6 3 (0.99%) SharePoint
7 2 (0.66%) Luigi
7 2 (0.66%) Oracle Workflow
8 1 (0.33%) Apache Pig
8 1 (0.33%) Oracle SOA Suite
8 1 (0.33%) WordPress
Applications
1 10 (3.29%) Microsoft Excel
2 8 (2.63%) Microsoft Office
3 6 (1.97%) SPSS
4 5 (1.64%) Microsoft Project
5 2 (0.66%) MS Visio
6 1 (0.33%) Microsoft PowerPoint
Business Applications
1 6 (1.97%) Dynamics CRM
2 5 (1.64%) SAP MDG
3 3 (0.99%) Sparx Enterprise Architect
4 2 (0.66%) NetSuite
5 1 (0.33%) Markit EDM
5 1 (0.33%) Oracle Financials
5 1 (0.33%) Salesforce.com CRM
5 1 (0.33%) SAP S/4HANA
5 1 (0.33%) Temenos T24
5 1 (0.33%) thinkFolio
Cloud Services
1 82 (26.97%) Azure
2 48 (15.79%) AWS
3 39 (12.83%) Power Platform
4 29 (9.54%) GCP
5 11 (3.62%) Serverless
6 9 (2.96%) Amazon Kinesis
7 8 (2.63%) Azure Data Factory
8 6 (1.97%) Office 365
9 3 (0.99%) Cloud Computing
9 3 (0.99%) SaaS
10 2 (0.66%) Amazon S3
10 2 (0.66%) Azure Stack
10 2 (0.66%) GitHub
10 2 (0.66%) PaaS
11 1 (0.33%) Amazon EMR
11 1 (0.33%) AWS Lambda
11 1 (0.33%) Azure Functions
11 1 (0.33%) Dynamics 365
11 1 (0.33%) Microsoft Flow
11 1 (0.33%) PowerApps
Communications & Networking
1 4 (1.32%) Internet
2 2 (0.66%) Cisco IPT
2 2 (0.66%) Ethernet
2 2 (0.66%) Firewall
2 2 (0.66%) LAN
2 2 (0.66%) MPLS
2 2 (0.66%) VPN
2 2 (0.66%) WAN
3 1 (0.33%) Skype
Database & Business Intelligence
1 75 (24.67%) Data Warehouse
2 61 (20.07%) Big Data
3 54 (17.76%) SQL Server Integration Services
4 50 (16.45%) Snowflake Schema
5 40 (13.16%) SQL Server
6 39 (12.83%) Power BI
7 29 (9.54%) Relational Database
8 27 (8.88%) NoSQL
9 24 (7.89%) Data Lake
10 20 (6.58%) Hadoop
10 20 (6.58%) SQL Server Analysis Services
11 18 (5.92%) Apache Cassandra
11 18 (5.92%) DataStage
11 18 (5.92%) MongoDB
12 17 (5.59%) QlikView
13 16 (5.26%) RDBMS
14 15 (4.93%) Amazon Redshift
15 13 (4.28%) OLAP
15 13 (4.28%) OLTP
16 12 (3.95%) BigQuery
Development Applications
1 12 (3.95%) ERwin
2 9 (2.96%) PowerDesigner
3 6 (1.97%) JIRA
4 4 (1.32%) Visual Studio Team System
5 3 (0.99%) SQL Server Management Studio (SSMS)
6 2 (0.66%) Git (software)
6 2 (0.66%) Visual Studio
7 1 (0.33%) Bitbucket
7 1 (0.33%) ER Studio
7 1 (0.33%) Flyway
7 1 (0.33%) GDB
7 1 (0.33%) Jenkins
7 1 (0.33%) Liquibase
7 1 (0.33%) Oracle Forms
7 1 (0.33%) ProC
7 1 (0.33%) Sourcetree
7 1 (0.33%) Travis CI
7 1 (0.33%) Visual Studio Code
General
1 116 (38.16%) Finance
2 36 (11.84%) Banking
3 28 (9.21%) Legal
4 14 (4.61%) Law
5 6 (1.97%) Telecoms
6 4 (1.32%) Advertising
6 4 (1.32%) Digital Economy
6 4 (1.32%) Financial Institution
6 4 (1.32%) Games
6 4 (1.32%) Retail
7 3 (0.99%) Marketing
7 3 (0.99%) Public Sector
8 2 (0.66%) Pharmaceutical
9 1 (0.33%) Back Office
9 1 (0.33%) Billing
9 1 (0.33%) Corporate Banking
9 1 (0.33%) Front Office
9 1 (0.33%) Investment Banking
9 1 (0.33%) Retail Banking
Job Titles
1 67 (22.04%) Architect
2 59 (19.41%) Data Architect
3 48 (15.79%) Analyst
4 38 (12.50%) Data Governance Analyst
4 38 (12.50%) Data Governance Manager
4 38 (12.50%) Governance Manager
5 37 (12.17%) Data Manager
6 30 (9.87%) Data Analyst
7 27 (8.88%) Consultant
8 24 (7.89%) Project Manager
9 23 (7.57%) Developer
10 21 (6.91%) Project Governance Manager
11 16 (5.26%) Data Consultant
12 15 (4.93%) Business Analyst
13 14 (4.61%) Big Data Architect
13 14 (4.61%) Senior Architect
14 13 (4.28%) Data Engineer
14 13 (4.28%) Informatica Specialist
14 13 (4.28%) Senior Data Architect
14 13 (4.28%) Technical Specialist
Libraries, Frameworks & Software Standards
1 36 (11.84%) Kafka
2 21 (6.91%) Apache NiFi
3 18 (5.92%) JSON
3 18 (5.92%) XML
4 16 (5.26%) J2EE
5 9 (2.96%) FIX Protocol
5 9 (2.96%) Natural Language Processing
6 8 (2.63%) PyTorch
6 8 (2.63%) TensorFlow
7 6 (1.97%) Anaconda
8 4 (1.32%) Apache Avro
8 4 (1.32%) REST
8 4 (1.32%) Web Services
9 3 (0.99%) CSS
9 3 (0.99%) HTML
10 2 (0.66%) .NET
10 2 (0.66%) Apache Drill
11 1 (0.33%) Pandas
11 1 (0.33%) scikit-learn
11 1 (0.33%) ServiceStack
Miscellaneous
1 75 (24.67%) Analytical Skills
2 32 (10.53%) Reference Data
3 27 (8.88%) Data Structures
4 21 (6.91%) Management Information System
5 12 (3.95%) User Experience
6 9 (2.96%) Foreign Exchange (FX)
7 7 (2.30%) Algorithms
8 6 (1.97%) Augmented Reality
8 6 (1.97%) Cloud Native
8 6 (1.97%) Linked Data
8 6 (1.97%) Semantic Web
9 5 (1.64%) Credit Risk
9 5 (1.64%) Market Risk
9 5 (1.64%) Virtual Team
10 4 (1.32%) Data Protection Act
10 4 (1.32%) Enterprise Software
10 4 (1.32%) Self-Motivation
11 3 (0.99%) Data Centre
11 3 (0.99%) Greenfield Project
11 3 (0.99%) TM Forum
Operating Systems
1 15 (4.93%) Unix
2 3 (0.99%) Windows
3 2 (0.66%) Linux
3 2 (0.66%) Windows Server
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
4 1 (0.33%) Windows 10
Processes & Methodologies
1 119 (39.14%) Data Modelling
2 113 (37.17%) Analytics
3 93 (30.59%) Business Intelligence
4 91 (29.93%) Agile Software Development
5 78 (25.66%) Data Management
6 77 (25.33%) Data Architecture
7 63 (20.72%) ETL
8 57 (18.75%) Data Strategy
8 57 (18.75%) Problem-Solving
9 50 (16.45%) Data Science
10 48 (15.79%) Migration
11 47 (15.46%) Stakeholder Management
12 44 (14.47%) DevOps
12 44 (14.47%) Visualisation
13 39 (12.83%) Data Migration
14 38 (12.50%) Master Data Management
15 37 (12.17%) Data Protection
16 35 (11.51%) Data Analysis
17 34 (11.18%) Data Analytics
18 32 (10.53%) Artificial Intelligence
Programming Languages
1 110 (36.18%) SQL
2 65 (21.38%) Python
3 43 (14.14%) Java
4 22 (7.24%) R
5 16 (5.26%) C
5 16 (5.26%) Shell Script
6 12 (3.95%) Scala
7 7 (2.30%) C#
8 5 (1.64%) C++
9 4 (1.32%) JavaScript
10 3 (0.99%) Groovy
10 3 (0.99%) PL/SQL
10 3 (0.99%) PowerShell
10 3 (0.99%) T-SQL
10 3 (0.99%) VBA
11 2 (0.66%) Bash Shell
12 1 (0.33%) Apple Swift
12 1 (0.33%) Data Analysis Expressions (DAX)
12 1 (0.33%) VB.NET
Qualifications
1 41 (13.49%) Degree
2 14 (4.61%) Master's Degree
3 13 (4.28%) Computer Science Degree
4 9 (2.96%) AWS Certification
5 4 (1.32%) CISM
5 4 (1.32%) CISSP
6 3 (0.99%) PhD
7 2 (0.66%) Microsoft Certification
8 1 (0.33%) CCNA
8 1 (0.33%) CCNP
8 1 (0.33%) CFA
8 1 (0.33%) Cisco Certification
8 1 (0.33%) IIBA
8 1 (0.33%) MBA
8 1 (0.33%) MCP
8 1 (0.33%) MCSA
8 1 (0.33%) MCSE
8 1 (0.33%) Numerate Degree
8 1 (0.33%) PMP
8 1 (0.33%) PRINCE2 Certification
Quality Assurance & Compliance
1 118 (38.82%) Data Quality
2 55 (18.09%) GDPR
3 24 (7.89%) QA
4 3 (0.99%) Basel III
4 3 (0.99%) CRD IV
4 3 (0.99%) ITGC
5 1 (0.33%) Actionable Recommendations
5 1 (0.33%) COBIT
5 1 (0.33%) HIPAA
5 1 (0.33%) IFRS
5 1 (0.33%) ISO 20022
5 1 (0.33%) ISO/IEC 27001
5 1 (0.33%) MiFID
5 1 (0.33%) PCI DSS
5 1 (0.33%) PMO
5 1 (0.33%) SLA
5 1 (0.33%) Solvency II
System Software
1 4 (1.32%) Active Directory
1 4 (1.32%) Docker
1 4 (1.32%) HDFS
2 3 (0.99%) Apache Flume
2 3 (0.99%) Apache ZooKeeper
Systems Management
1 5 (1.64%) Terraform
2 4 (1.32%) Kubernetes
3 3 (0.99%) Ansible
3 3 (0.99%) Control-M
3 3 (0.99%) Hadoop YARN
3 3 (0.99%) Oozie
Vendors
1 68 (22.37%) Informatica
2 39 (12.83%) Oracle
3 36 (11.84%) Microsoft
4 30 (9.87%) Tableau
5 25 (8.22%) Talend
6 22 (7.24%) Google
7 11 (3.62%) Ab Initio
7 11 (3.62%) SAP
8 10 (3.29%) SnapLogic
9 9 (2.96%) Teradata
10 8 (2.63%) Facebook
11 6 (1.97%) Databricks
12 5 (1.64%) Alteryx
12 5 (1.64%) IBM
12 5 (1.64%) Netezza
13 4 (1.32%) Sparx
14 3 (0.99%) Hortonworks
14 3 (0.99%) Salesforce.com
14 3 (0.99%) StreamSets
14 3 (0.99%) WorldPay