Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 January 2022

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 18 January 2022 with a comparison to the same period in the previous 2 years.

Data Governance
England > Yorkshire
6 months to
18 Jan 2022		 Same period 2021 Same period 2020
Rank 162 161 207
Rank change year-on-year -1 +46 +66
Permanent jobs citing Data Governance 112 35 40
As % of all permanent jobs advertised in Yorkshire 1.61% 0.94% 0.66%
As % of the Processes & Methodologies category 1.75% 1.01% 0.72%
Number of salaries quoted 90 16 28
10th Percentile £32,400 £41,875 £24,000
25th Percentile £46,250 £45,313 £29,000
Median annual salary (50th Percentile) £56,250 £65,500 £45,000
Median % change year-on-year -14.12% +45.56% -10.00%
75th Percentile £86,875 £70,000 £61,843
90th Percentile £97,000 - £75,847
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -3.44%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,389 3,463 5,552
As % of all permanent IT jobs advertised in Yorkshire 91.65% 93.19% 91.44%
Number of salaries quoted 4,576 2,934 4,638
10th Percentile £31,250 £31,055 £27,000
25th Percentile £39,250 £37,500 £34,851
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +3.45%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £78,750 £66,250 £67,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Governance
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Governance in Yorkshire

Data Governance
Salary Trend in Yorkshire

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

Salary trend for Data Governance in Yorkshire

Data Governance
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Governance in Yorkshire over the 6 months to 18 January 2022.

Salary histogram for Data Governance in Yorkshire

Data Governance
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the Yorkshire region over the 6 months to 18 January 2022. 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
West Yorkshire -25 76 £62,500 -10.71% 4
North Yorkshire +9 19 £55,000 +15.79% 1
South Yorkshire -31 9 £40,000 -42.86%
Data Governance
England

For the 6 months to 18 January 2022, 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 Yorkshire region with a requirement for Data Governance.

1 51 (45.54%) Data Modelling
1 51 (45.54%) Metadata
2 49 (43.75%) Data Quality
3 43 (38.39%) SQL
4 37 (33.04%) Metadata Management
5 36 (32.14%) Data Management
6 35 (31.25%) Data Architecture
7 33 (29.46%) Azure
7 33 (29.46%) Social Skills
8 32 (28.57%) Management Information System
9 30 (26.79%) Analytics
10 29 (25.89%) Reference Data
11 28 (25.00%) Data Warehouse
12 27 (24.11%) Business Intelligence
13 22 (19.64%) TOGAF
13 22 (19.64%) Agile Software Development
13 22 (19.64%) Visualisation
13 22 (19.64%) Data Strategy
14 20 (17.86%) DAMA
14 20 (17.86%) Enterprise Architecture
15 19 (16.96%) Analytical Skills
15 19 (16.96%) Data Visualisation
16 18 (16.07%) Data Pipeline
17 17 (15.18%) Data Engineering
17 17 (15.18%) Databricks
17 17 (15.18%) Service Delivery
17 17 (15.18%) Informatica
18 16 (14.29%) Python
18 16 (14.29%) Master Data Management
19 15 (13.39%) Mathematics

Data Governance
Co-occurring IT Skills in Yorkshire 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 12 (10.71%) Confluence
2 3 (2.68%) Apache Spark
Applications
1 11 (9.82%) MS Visio
2 8 (7.14%) Microsoft Excel
3 5 (4.46%) Microsoft Office
Business Applications
1 2 (1.79%) Unit4 Business World
2 1 (0.89%) SAP ERP
2 1 (0.89%) SAP MDG
Cloud Services
1 33 (29.46%) Azure
2 14 (12.50%) AWS
3 8 (7.14%) Power Platform
4 5 (4.46%) Collibra
4 5 (4.46%) Snowflake
5 2 (1.79%) Azure Data Factory
5 2 (1.79%) Azure Pipelines
5 2 (1.79%) Azure Synapse Analytics
5 2 (1.79%) GCP
5 2 (1.79%) Matillion
6 1 (0.89%) Alation
6 1 (0.89%) GitHub
Communications & Networking
1 11 (9.82%) Broadband
2 2 (1.79%) Cisco ASA
2 2 (1.79%) DHCP
2 2 (1.79%) DNS
2 2 (1.79%) TCP/IP
Database & Business Intelligence
1 51 (45.54%) Metadata
2 28 (25.00%) Data Warehouse
3 8 (7.14%) Power BI
4 7 (6.25%) Enterprise Data Warehouse
5 6 (5.36%) Data Lake
5 6 (5.36%) Tableau
6 5 (4.46%) Azure SQL Data Warehouse
7 4 (3.57%) MySQL
7 4 (3.57%) Relational Database
8 3 (2.68%) SQL Server
9 2 (1.79%) Azure SQL Database
9 2 (1.79%) Hadoop
9 2 (1.79%) Ingres
9 2 (1.79%) NoSQL
9 2 (1.79%) OLAP
9 2 (1.79%) Oracle OLAP
9 2 (1.79%) QlikView
9 2 (1.79%) Spark SQL
9 2 (1.79%) SQL Server Analysis Services
9 2 (1.79%) SQL Server Integration Services
Development Applications
1 12 (10.71%) JIRA
2 1 (0.89%) Flyway
2 1 (0.89%) SQL Server Management Studio (SSMS)
General
1 33 (29.46%) Social Skills
2 19 (16.96%) Analytical Skills
3 14 (12.50%) Finance
4 11 (9.82%) Organisational Skills
5 9 (8.04%) Legal
5 9 (8.04%) Retail
6 3 (2.68%) Public Sector
7 2 (1.79%) Marketing
8 1 (0.89%) Inclusion and Diversity
8 1 (0.89%) Presentation Skills
8 1 (0.89%) Retail Banking
Job Titles
1 40 (35.71%) Architect
2 26 (23.21%) Data Architect
3 18 (16.07%) Azure Architect
4 13 (11.61%) Data Modeller
5 11 (9.82%) Analyst
6 9 (8.04%) Consultant
6 9 (8.04%) Principal Consultant
7 8 (7.14%) Data Consultant
8 7 (6.25%) Data Manager
9 6 (5.36%) AWS Architect
9 6 (5.36%) Data Analyst
9 6 (5.36%) Data Engineer
9 6 (5.36%) Security Architect
9 6 (5.36%) Solutions Architect
10 5 (4.46%) Business Architect
10 5 (4.46%) Senior Analyst
11 4 (3.57%) SOC Manager
12 3 (2.68%) Data Scientist
12 3 (2.68%) Senior Data Engineer
12 3 (2.68%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (1.79%) .NET
1 2 (1.79%) PySpark
2 1 (0.89%) Kafka
Miscellaneous
1 32 (28.57%) Management Information System
2 29 (25.89%) Reference Data
3 14 (12.50%) Taxonomies
4 8 (7.14%) Data Protection Act
5 7 (6.25%) Self-Motivation
6 4 (3.57%) Data Structures
6 4 (3.57%) Freedom of Information
6 4 (3.57%) Greenfield Project
7 2 (1.79%) Algorithms
7 2 (1.79%) Cloud Native
7 2 (1.79%) Virtual Team
8 1 (0.89%) Data Centre
Operating Systems
1 2 (1.79%) Windows
1 2 (1.79%) Windows Server
1 2 (1.79%) Windows Server 2008
Processes & Methodologies
1 51 (45.54%) Data Modelling
2 37 (33.04%) Metadata Management
3 36 (32.14%) Data Management
4 35 (31.25%) Data Architecture
5 30 (26.79%) Analytics
6 27 (24.11%) Business Intelligence
7 22 (19.64%) Agile Software Development
7 22 (19.64%) Data Strategy
7 22 (19.64%) TOGAF
7 22 (19.64%) Visualisation
8 20 (17.86%) DAMA
8 20 (17.86%) Enterprise Architecture
9 19 (16.96%) Data Visualisation
10 18 (16.07%) Data Pipeline
11 17 (15.18%) Data Engineering
11 17 (15.18%) Service Delivery
12 16 (14.29%) Master Data Management
13 15 (13.39%) Mathematics
14 14 (12.50%) Logical Data Model
14 14 (12.50%) Physical Data Model
Programming Languages
1 43 (38.39%) SQL
2 16 (14.29%) Python
3 5 (4.46%) R
4 4 (3.57%) PowerShell
5 2 (1.79%) C#
5 2 (1.79%) Java
5 2 (1.79%) T-SQL
5 2 (1.79%) X++
Qualifications
1 13 (11.61%) Degree
2 6 (5.36%) Six Sigma Black Belt
3 3 (2.68%) Master's Degree
Quality Assurance & Compliance
1 49 (43.75%) Data Quality
2 4 (3.57%) QA
3 3 (2.68%) GDPR
4 2 (1.79%) GMP
4 2 (1.79%) ISO 9001
5 1 (0.89%) GRC
5 1 (0.89%) PMO
System Software
1 2 (1.79%) Active Directory
1 2 (1.79%) Docker
1 2 (1.79%) VMware ESXi
1 2 (1.79%) VMware Infrastructure
1 2 (1.79%) vSphere
1 2 (1.79%) XenApp
1 2 (1.79%) XenDesktop
Systems Management
1 2 (1.79%) Puppet
1 2 (1.79%) Terraform
Vendors
1 17 (15.18%) Databricks
1 17 (15.18%) Informatica
2 10 (8.93%) Microsoft
3 3 (2.68%) Oracle
4 2 (1.79%) Brocade
4 2 (1.79%) Cisco
4 2 (1.79%) Citrix
4 2 (1.79%) Commvault
4 2 (1.79%) Dataiku
4 2 (1.79%) Meraki
4 2 (1.79%) Salesforce.com
4 2 (1.79%) VMware
5 1 (0.89%) IBM
5 1 (0.89%) Remedy
5 1 (0.89%) SAP
5 1 (0.89%) Talend