Period
to 4 August 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 4 August 2021 with a comparison to the same period in the previous 2 years.

Data Management
England > Yorkshire
6 months to
4 Aug 2021
Same period 2020 Same period 2019
Rank 152 131 225
Rank change year-on-year -21 +94 -58
Permanent jobs citing Data Management 103 50 86
As % of all permanent jobs advertised in Yorkshire 1.72% 1.43% 1.13%
As % of the Processes & Methodologies category 1.83% 1.53% 1.24%
Number of salaries quoted 81 47 65
10th Percentile £32,500 " £33,797
25th Percentile £41,250 £25,000 £37,250
Median annual salary (50th Percentile) £53,500 £38,500 £47,000
Median % change year-on-year +38.96% -18.09% +4.44%
75th Percentile £63,750 £43,750 £57,275
90th Percentile £70,000 £55,000 £67,500
England median annual salary £61,000 £60,000 £57,500
% change year-on-year +1.67% +4.35% +4.55%

Data Management 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 5,636 3,260 6,921
As % of all permanent IT jobs advertised in Yorkshire 94.00% 93.06% 91.14%
Number of salaries quoted 4,413 2,817 5,588
10th Percentile £30,000 £28,750 £25,894
25th Percentile £37,500 £35,500 £32,500
Median annual salary (50th Percentile) £47,500 £47,250 £42,500
Median % change year-on-year +0.53% +11.18% -1.50%
75th Percentile £62,500 £57,500 £54,000
90th Percentile £72,500 £68,000 £63,750
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Data Management
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Management in Yorkshire

Data Management
Salary Trend in Yorkshire

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

Salary trend for Data Management in Yorkshire

Data Management
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Management in Yorkshire over the 6 months to 4 August 2021.

Salary histogram for Data Management in Yorkshire

Data Management
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 Management within the Yorkshire region over the 6 months to 4 August 2021. 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 -14 71 £54,000 +48.97% 10
South Yorkshire -32 18 £55,000 +42.86% 3
North Yorkshire - 6 £60,000 -
East Yorkshire - 5 £52,500 -
Data Management
England

For the 6 months to 4 August 2021, IT jobs citing Data Management 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 Management.

1 43 (41.75%) SQL
2 37 (35.92%) Business Intelligence
3 29 (28.16%) Data Modelling
4 27 (26.21%) Agile Software Development
4 27 (26.21%) Analytics
5 26 (25.24%) Data Warehouse
6 25 (24.27%) Azure
7 24 (23.30%) Data Governance
8 21 (20.39%) Analytical Skills
9 20 (19.42%) Social Skills
10 19 (18.45%) Power Platform
10 19 (18.45%) Microsoft
11 17 (16.50%) ETL
11 17 (16.50%) Finance
12 16 (15.53%) Stakeholder Management
12 16 (15.53%) Data Quality
12 16 (15.53%) Data Transformation
12 16 (15.53%) Power BI
13 15 (14.56%) AWS
14 14 (13.59%) Data Lake
14 14 (13.59%) GDPR
15 13 (12.62%) Python
16 11 (10.68%) SQL Server
17 10 (9.71%) Data Security
17 10 (9.71%) Management Information System
17 10 (9.71%) Degree
17 10 (9.71%) Data Architecture
17 10 (9.71%) Visualisation
17 10 (9.71%) Community of Practice
18 9 (8.74%) Data Migration

Data Management
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 3 (2.91%) Confluence
1 3 (2.91%) SharePoint
2 2 (1.94%) SAS
3 1 (0.97%) Apache Airflow
3 1 (0.97%) Apache Spark
3 1 (0.97%) Elasticsearch
3 1 (0.97%) Luigi
Applications
1 7 (6.80%) Microsoft Excel
2 6 (5.83%) Microsoft Office
3 1 (0.97%) Microsoft Project
3 1 (0.97%) MS Visio
3 1 (0.97%) SPSS
3 1 (0.97%) Stata
Business Applications
1 2 (1.94%) SAP HCM
2 1 (0.97%) Dynamics CRM
2 1 (0.97%) NetSuite
Cloud Services
1 25 (24.27%) Azure
2 19 (18.45%) Power Platform
3 15 (14.56%) AWS
4 7 (6.80%) GCP
5 6 (5.83%) SaaS
6 5 (4.85%) Azure Synapse Analytics
6 5 (4.85%) Microsoft 365
7 4 (3.88%) Dynamics 365
7 4 (3.88%) Serverless
8 3 (2.91%) AWS Lambda
8 3 (2.91%) Azure Active Directory
8 3 (2.91%) OneDrive
9 2 (1.94%) WhatsApp
10 1 (0.97%) Azure Data Factory
10 1 (0.97%) Boomi
10 1 (0.97%) Force.com
10 1 (0.97%) IaaS
10 1 (0.97%) PaaS
10 1 (0.97%) Salesforce Sales Cloud
Communications & Networking
1 4 (3.88%) Broadband
2 3 (2.91%) LAN
2 3 (2.91%) Unified Communications
2 3 (2.91%) WAN
2 3 (2.91%) Wi-Fi
3 2 (1.94%) SMS
4 1 (0.97%) DNS
4 1 (0.97%) Network Security
Database & Business Intelligence
1 26 (25.24%) Data Warehouse
2 16 (15.53%) Power BI
3 14 (13.59%) Data Lake
4 11 (10.68%) SQL Server
5 9 (8.74%) Big Data
6 7 (6.80%) Metadata
6 7 (6.80%) Relational Database
7 5 (4.85%) Amazon Redshift
7 5 (4.85%) Crystal Reports
7 5 (4.85%) Microsoft Analysis Services
7 5 (4.85%) Tableau
8 4 (3.88%) SQL Server Integration Services
9 3 (2.91%) Amazon Athena
9 3 (2.91%) Amazon QuickSight
9 3 (2.91%) Hadoop
9 3 (2.91%) MS Access
9 3 (2.91%) SQL Server Analysis Services
9 3 (2.91%) SQL Server Reporting Services
10 2 (1.94%) PostgreSQL
10 2 (1.94%) QlikView
Development Applications
1 5 (4.85%) SQL Server Management Studio (SSMS)
2 3 (2.91%) JIRA
3 2 (1.94%) Visual Studio
General
1 21 (20.39%) Analytical Skills
2 20 (19.42%) Social Skills
3 17 (16.50%) Finance
4 6 (5.83%) Manufacturing
5 5 (4.85%) Legal
6 2 (1.94%) Banking
6 2 (1.94%) Inclusion and Diversity
6 2 (1.94%) Public Sector
6 2 (1.94%) Publishing
6 2 (1.94%) Telecoms
7 1 (0.97%) Documentation Skills
7 1 (0.97%) Influencing Skills
7 1 (0.97%) Law
7 1 (0.97%) Marketing
7 1 (0.97%) Organisational Skills
7 1 (0.97%) Pharmaceutical
Job Titles
1 19 (18.45%) Architect
2 18 (17.48%) Analyst
3 16 (15.53%) Data Architect
3 16 (15.53%) Developer
4 14 (13.59%) Data Engineer
5 10 (9.71%) Data Analyst
6 7 (6.80%) Business Analyst
7 6 (5.83%) Business Intelligence Analyst
7 6 (5.83%) Business Intelligence Business Analyst
8 5 (4.85%) Business Intelligence Developer
8 5 (4.85%) Data Manager
8 5 (4.85%) Enterprise Architect
8 5 (4.85%) Enterprise Data Architect
8 5 (4.85%) IFS Specialist
8 5 (4.85%) Solutions Architect
9 4 (3.88%) AWS Engineer
9 4 (3.88%) Principal Developer
10 3 (2.91%) Governance Analyst
10 3 (2.91%) IT Manager
10 3 (2.91%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (3.88%) .NET
2 3 (2.91%) JSON
2 3 (2.91%) NumPy
2 3 (2.91%) PySpark
3 2 (1.94%) ASP.NET
3 2 (1.94%) REST
4 1 (0.97%) AngularJS
4 1 (0.97%) ASP.NET Web API
4 1 (0.97%) Kafka
4 1 (0.97%) NLog
4 1 (0.97%) React Native
4 1 (0.97%) Redux
4 1 (0.97%) ServiceStack
4 1 (0.97%) Spark Streaming
4 1 (0.97%) Web Services
4 1 (0.97%) WebSockets
4 1 (0.97%) WPF
Miscellaneous
1 10 (9.71%) Management Information System
2 7 (6.80%) Data Protection Act
2 7 (6.80%) Taxonomies
3 5 (4.85%) Greenfield Project
4 4 (3.88%) Cloud Native
4 4 (3.88%) Data Structures
5 3 (2.91%) Analytical Mindset
5 3 (2.91%) Legacy Systems
6 2 (1.94%) NHS
6 2 (1.94%) Reference Data
7 1 (0.97%) Cyberattack
7 1 (0.97%) Cyberthreat
7 1 (0.97%) Data Centre
7 1 (0.97%) Enterprise Software
7 1 (0.97%) Legacy Applications
7 1 (0.97%) User Experience
Operating Systems
1 5 (4.85%) Linux
1 5 (4.85%) Windows
2 3 (2.91%) Windows 10
3 1 (0.97%) Windows Server
Processes & Methodologies
1 37 (35.92%) Business Intelligence
2 29 (28.16%) Data Modelling
3 27 (26.21%) Agile Software Development
3 27 (26.21%) Analytics
4 24 (23.30%) Data Governance
5 17 (16.50%) ETL
6 16 (15.53%) Data Transformation
6 16 (15.53%) Stakeholder Management
7 10 (9.71%) Community of Practice
7 10 (9.71%) Data Architecture
7 10 (9.71%) Data Security
7 10 (9.71%) Visualisation
8 9 (8.74%) Data Analytics
8 9 (8.74%) Data Migration
8 9 (8.74%) Migration
9 8 (7.77%) Data Protection
9 8 (7.77%) ERP
9 8 (7.77%) Master Data Management
9 8 (7.77%) Time Management
9 8 (7.77%) Waterfall
Programming Languages
1 43 (41.75%) SQL
2 13 (12.62%) Python
3 7 (6.80%) PL/SQL
4 5 (4.85%) C#
4 5 (4.85%) Shell Script
5 3 (2.91%) PowerShell
5 3 (2.91%) T-SQL
6 2 (1.94%) R
7 1 (0.97%) C++
7 1 (0.97%) Java
7 1 (0.97%) Scala
7 1 (0.97%) TypeScript
7 1 (0.97%) VBA
Qualifications
1 10 (9.71%) Degree
2 2 (1.94%) Security Cleared
3 1 (0.97%) Computer Science Degree
3 1 (0.97%) CTC Cleared
3 1 (0.97%) HND
3 1 (0.97%) MCSE
3 1 (0.97%) Microsoft Certification
3 1 (0.97%) SC Cleared
3 1 (0.97%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (15.53%) Data Quality
2 14 (13.59%) GDPR
3 7 (6.80%) QA
4 2 (1.94%) ISO/IEC 27001
5 1 (0.97%) Cyber Essentials
5 1 (0.97%) GLP
5 1 (0.97%) GMP
5 1 (0.97%) ISO 9001
5 1 (0.97%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (0.97%) PMO
System Software
1 4 (3.88%) Active Directory
Systems Management
1 3 (2.91%) Microsoft Intune
Vendors
1 19 (18.45%) Microsoft
2 6 (5.83%) Oracle
3 5 (4.85%) IFS
3 5 (4.85%) SAP
4 2 (1.94%) Ab Initio
4 2 (1.94%) StreamSets
4 2 (1.94%) Workday
5 1 (0.97%) Anaplan
5 1 (0.97%) Citrix
5 1 (0.97%) Dell
5 1 (0.97%) Sage
5 1 (0.97%) Salesforce.com
5 1 (0.97%) ServiceNow
5 1 (0.97%) Thycotic
5 1 (0.97%) VMware