Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in West 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
Yorkshire > West Yorkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 142 174 169
Rank change year-on-year +32 -5 +26
Permanent jobs citing Data Management 89 91 115
As % of all permanent IT jobs advertised in West Yorkshire 1.73% 1.35% 1.54%
As % of the Processes & Methodologies category 1.88% 1.45% 1.66%
Number of salaries quoted 66 59 77
West Yorkshire median annual salary £40,000 £42,500 £45,000
Median salary % change year-on-year -5.88% -5.56% +5.88%
10th Percentile £32,000 £31,250 £32,500
90th Percentile £57,500 £66,042 £83,000
Yorkshire median annual salary £42,500 £43,750 £45,000
% change year-on-year -2.86% -2.78% +5.88%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 4,725 6,266 6,948
As % of all permanent IT jobs advertised in West Yorkshire 91.85% 93.12% 92.99%
Number of salaries quoted 3,919 5,291 5,922
West Yorkshire median annual salary £43,750 £42,500 £42,500
Median salary % change year-on-year +2.94% - -
10th Percentile £26,490 £27,500 £26,250
90th Percentile £62,500 £61,250 £62,500
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Data Management
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Management in West Yorkshire

Data Management
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management in West Yorkshire.

Salary trend for Data Management in West Yorkshire

Data Management
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Management in West Yorkshire over the 6 months to 17 December 2018.

Salary histogram for Data Management in West Yorkshire

Data Management
Job Locations in West 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 West Yorkshire region over the 6 months to 17 December 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
Leeds +31 77 £40,000 -5.88% 11
Huddersfield -1 5 £50,000 +177.78%
Bradford +16 3 £50,000 -13.04% 2
Halifax - 2 £47,500 -
Ossett - 2 £40,000 -
Data Management
Yorkshire

For the 6 months to 17 December 2018, 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 West Yorkshire region with a requirement for Data Management.

1 49 (55.06%) Finance
2 30 (33.71%) SQL
3 27 (30.34%) Microsoft
4 26 (29.21%) NHS
4 26 (29.21%) Agile Software Development
5 18 (20.22%) Business Intelligence
5 18 (20.22%) Microsoft Office
5 18 (20.22%) Data Quality
6 17 (19.10%) Analytics
6 17 (19.10%) Microsoft Azure
6 17 (19.10%) Oracle
6 17 (19.10%) Management Information System
7 15 (16.85%) SharePoint
8 14 (15.73%) Data Modelling
8 14 (15.73%) Amazon AWS
8 14 (15.73%) Data Governance
8 14 (15.73%) Robotic Process Automation
9 13 (14.61%) Relational Database
9 13 (14.61%) Microsoft Excel
9 13 (14.61%) SQL Server
9 13 (14.61%) T-SQL
10 12 (13.48%) CRM
10 12 (13.48%) Project Management
10 12 (13.48%) Service Management
10 12 (13.48%) ITSM
10 12 (13.48%) Risk Management
10 12 (13.48%) Data Transformation
10 12 (13.48%) Customer Engagement
10 12 (13.48%) Problem-Solving
11 11 (12.36%) Data Science

Data Management
Co-occurring IT Skills in West 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 15 (16.85%) SharePoint
2 6 (6.74%) SAS
3 1 (1.12%) WebSphere
Applications
1 18 (20.22%) Microsoft Office
2 13 (14.61%) Microsoft Excel
3 5 (5.62%) Microsoft PowerPoint
4 3 (3.37%) Microsoft Project
5 1 (1.12%) MS Visio
Business Applications
1 10 (11.24%) Dynamics CRM
2 5 (5.62%) SAP MDG
3 3 (3.37%) Oracle Applications
4 1 (1.12%) FastStats
4 1 (1.12%) NetSuite
4 1 (1.12%) SAP Business One
Cloud Services
1 17 (19.10%) Microsoft Azure
2 14 (15.73%) Amazon AWS
3 10 (11.24%) Dynamics 365
4 9 (10.11%) IaaS
5 8 (8.99%) SaaS
6 5 (5.62%) Amazon Kinesis
6 5 (5.62%) Amazon SageMaker
7 4 (4.49%) PaaS
8 2 (2.25%) Azure Data Factory
Communications & Networking
1 1 (1.12%) Firewall
1 1 (1.12%) Network Security
1 1 (1.12%) TCP/IP
Database & Business Intelligence
1 13 (14.61%) Relational Database
1 13 (14.61%) SQL Server
2 9 (10.11%) RDBMS
2 9 (10.11%) SQL Server Integration Services
3 8 (8.99%) Data Warehouse
3 8 (8.99%) SQL Server Analysis Services
3 8 (8.99%) SQL Server Reporting Services
4 7 (7.87%) Data Lake
4 7 (7.87%) SAP Data Services
5 6 (6.74%) Oracle Database
5 6 (6.74%) Oracle ODI
6 5 (5.62%) Amazon Aurora
6 5 (5.62%) Amazon RDS
6 5 (5.62%) Amazon Redshift
6 5 (5.62%) Base SAS
6 5 (5.62%) MongoDB
6 5 (5.62%) Pentaho
6 5 (5.62%) SAS Enterprise Guide
6 5 (5.62%) SAS Enterprise Miner
6 5 (5.62%) Snowflake Schema
Development Applications
1 8 (8.99%) Visual Studio
2 6 (6.74%) ERwin
2 6 (6.74%) PowerDesigner
3 2 (2.25%) Jenkins
3 2 (2.25%) Octopus Deploy
3 2 (2.25%) Sonatype Nexus
3 2 (2.25%) Subversion
3 2 (2.25%) Team Foundation Server
3 2 (2.25%) TeamCity
3 2 (2.25%) Travis CI
3 2 (2.25%) Visual Studio Team System
4 1 (1.12%) Git (software)
4 1 (1.12%) Jasmine
4 1 (1.12%) Karma Test Runner
4 1 (1.12%) Protractor
4 1 (1.12%) Selenium
General
1 49 (55.06%) Finance
2 5 (5.62%) Manufacturing
3 2 (2.25%) Games
4 1 (1.12%) Advertising
4 1 (1.12%) Back Office
4 1 (1.12%) Legal
4 1 (1.12%) Marketing
4 1 (1.12%) Retail
Job Titles
1 22 (24.72%) Analyst
2 14 (15.73%) Applications Support
3 11 (12.36%) Developer
4 10 (11.24%) Applications Engineer
4 10 (11.24%) Applications Support Engineer
4 10 (11.24%) Support Engineer
5 8 (8.99%) Architect
6 7 (7.87%) Business Analyst
7 6 (6.74%) Customer Analyst
7 6 (6.74%) Engagement Analyst
7 6 (6.74%) Senior Analyst
7 6 (6.74%) Software Analyst
8 5 (5.62%) Data Analyst
8 5 (5.62%) Data Manager
8 5 (5.62%) Data Modeller
8 5 (5.62%) Data Quality Manager
8 5 (5.62%) ETL Developer
8 5 (5.62%) Pricing Analyst
8 5 (5.62%) Quality Manager
8 5 (5.62%) Senior Pricing Analyst
Libraries, Frameworks & Software Standards
1 6 (6.74%) Oracle GoldenGate
2 5 (5.62%) Spring
2 5 (5.62%) Web Services
3 3 (3.37%) .NET
3 3 (3.37%) .NET Core
3 3 (3.37%) .NET Framework
3 3 (3.37%) CSS
3 3 (3.37%) CSS3
3 3 (3.37%) HTML
3 3 (3.37%) HTML5
3 3 (3.37%) Twitter Bootstrap
4 1 (1.12%) COM
4 1 (1.12%) MDX
Miscellaneous
1 26 (29.21%) NHS
2 17 (19.10%) Management Information System
3 8 (8.99%) Analytical Skills
4 4 (4.49%) Greenfield Project
4 4 (4.49%) Robotics
5 3 (3.37%) Augmented Reality
5 3 (3.37%) e-Learning
5 3 (3.37%) Self-Motivation
5 3 (3.37%) User Experience
6 1 (1.12%) Data Protection Act
6 1 (1.12%) Data Structures
6 1 (1.12%) Public Cloud
6 1 (1.12%) Replication
Operating Systems
1 10 (11.24%) Windows
1 10 (11.24%) Windows Server
1 10 (11.24%) Windows Server 2008
1 10 (11.24%) Windows Server 2012
2 4 (4.49%) Linux
Processes & Methodologies
1 26 (29.21%) Agile Software Development
2 18 (20.22%) Business Intelligence
3 17 (19.10%) Analytics
4 14 (15.73%) Data Governance
4 14 (15.73%) Data Modelling
4 14 (15.73%) Robotic Process Automation
5 12 (13.48%) CRM
5 12 (13.48%) Customer Engagement
5 12 (13.48%) Data Transformation
5 12 (13.48%) ITSM
5 12 (13.48%) Problem-Solving
5 12 (13.48%) Project Management
5 12 (13.48%) Risk Management
5 12 (13.48%) Service Management
6 11 (12.36%) Data Analytics
6 11 (12.36%) Data Science
7 10 (11.24%) Change Control
7 10 (11.24%) Change Management
7 10 (11.24%) Information Security
7 10 (11.24%) Scrum
Programming Languages
1 30 (33.71%) SQL
2 13 (14.61%) T-SQL
3 10 (11.24%) Python
4 8 (8.99%) C#
4 8 (8.99%) JavaScript
4 8 (8.99%) PowerShell
5 5 (5.62%) Java
5 5 (5.62%) Ruby
5 5 (5.62%) Scala
6 4 (4.49%) Go
7 2 (2.25%) Bash Shell
7 2 (2.25%) VB
7 2 (2.25%) VBA
8 1 (1.12%) Data Analysis Expressions (DAX)
8 1 (1.12%) PHP
8 1 (1.12%) PL/SQL
8 1 (1.12%) R
Qualifications
1 10 (11.24%) Degree
2 5 (5.62%) AWS Certification
3 2 (2.25%) APMP
3 2 (2.25%) DBS Check
4 1 (1.12%) CIPD
4 1 (1.12%) CISSP
4 1 (1.12%) CRISC
4 1 (1.12%) PRINCE2 Certification
4 1 (1.12%) TOGAF Certification
Quality Assurance & Compliance
1 18 (20.22%) Data Quality
2 9 (10.11%) SLA
3 2 (2.25%) GDPR
3 2 (2.25%) PMO
4 1 (1.12%) Cyber Essentials
4 1 (1.12%) ISO/IEC 27001
4 1 (1.12%) QA
System Software
1 4 (4.49%) Docker
Systems Management
1 2 (2.25%) Ansible
1 2 (2.25%) Opscode Chef
1 2 (2.25%) Puppet
Vendors
1 27 (30.34%) Microsoft
2 17 (19.10%) Oracle
3 10 (11.24%) Blue Prism
3 10 (11.24%) UiPath
4 9 (10.11%) IBM
5 7 (7.87%) SAP
6 6 (6.74%) Trillium
7 1 (1.12%) Alteryx
7 1 (1.12%) Apteco
7 1 (1.12%) Epicor
7 1 (1.12%) Google
7 1 (1.12%) Infor
7 1 (1.12%) Nintex
7 1 (1.12%) Sage