Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Data Management
Yorkshire > West Yorkshire
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 148 193 182
Rank change year-on-year +45 -11 +60
Permanent jobs citing Data Management 92 76 107
As % of all permanent IT jobs advertised in West Yorkshire 1.57% 1.11% 1.38%
As % of the Processes & Methodologies category 1.70% 1.18% 1.48%
Number of salaries quoted 66 61 72
West Yorkshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £33,000 £27,500 £32,500
90th Percentile £63,750 £66,042 £62,500
Yorkshire median annual salary £45,000 £42,500 £44,031
% change year-on-year +5.88% -3.48% +6.74%

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 5,404 6,431 7,250
As % of all permanent IT jobs advertised in West Yorkshire 92.08% 93.54% 93.52%
Number of salaries quoted 4,516 5,401 6,041
West Yorkshire median annual salary £45,000 £42,500 £42,000
Median salary % change year-on-year +5.88% +1.19% +5.00%
10th Percentile £26,250 £26,380 £26,250
90th Percentile £63,750 £62,500 £63,750
Yorkshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +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 18 September 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 18 September 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 +34 72 £43,000 +1.18% 5
Halifax - 10 £58,750 -
Bradford +30 9 £50,000 -13.04% 1
Huddersfield 0 1 £35,000 +94.44%
Data Management
Yorkshire

For the 6 months to 18 September 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 43 (46.74%) SQL
2 39 (42.39%) Finance
3 30 (32.61%) Microsoft
4 18 (19.57%) Oracle
4 18 (19.57%) Microsoft Office
4 18 (19.57%) Management Information System
5 17 (18.48%) Data Governance
5 17 (18.48%) Analytics
5 17 (18.48%) Relational Database
6 16 (17.39%) Data Quality
6 16 (17.39%) Microsoft Azure
6 16 (17.39%) Agile Software Development
6 16 (17.39%) NHS
6 16 (17.39%) IBM
6 16 (17.39%) SharePoint
6 16 (17.39%) Data Modelling
7 15 (16.30%) Microsoft Excel
8 13 (14.13%) Business Intelligence
8 13 (14.13%) Data Transformation
9 12 (13.04%) SAP Data Services
9 12 (13.04%) Data Protection
9 12 (13.04%) SQL Server
9 12 (13.04%) Information Security
9 12 (13.04%) Risk Management
9 12 (13.04%) Robotic Process Automation
10 11 (11.96%) Data Science
10 11 (11.96%) Problem-Solving
10 11 (11.96%) Stakeholder Management
10 11 (11.96%) Scrum
10 11 (11.96%) Data Analysis

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 16 (17.39%) SharePoint
2 6 (6.52%) SAS
3 3 (3.26%) WebSphere
4 2 (2.17%) Apache Spark
Applications
1 18 (19.57%) Microsoft Office
2 15 (16.30%) Microsoft Excel
3 4 (4.35%) MS Visio
4 2 (2.17%) Microsoft PowerPoint
4 2 (2.17%) Microsoft Project
5 1 (1.09%) Photoshop
Business Applications
1 8 (8.70%) Dynamics CRM
2 5 (5.43%) iTrent
3 1 (1.09%) NetSuite
3 1 (1.09%) SAP Business One
Cloud Services
1 16 (17.39%) Microsoft Azure
2 10 (10.87%) Amazon AWS
3 8 (8.70%) Dynamics 365
4 7 (7.61%) SaaS
5 4 (4.35%) IaaS
6 3 (3.26%) PaaS
7 2 (2.17%) Azure Data Factory
8 1 (1.09%) AdWords
8 1 (1.09%) Amazon Kinesis
8 1 (1.09%) Amazon SageMaker
Communications & Networking
1 1 (1.09%) SMS
Database & Business Intelligence
1 17 (18.48%) Relational Database
2 12 (13.04%) SAP Data Services
2 12 (13.04%) SQL Server
3 11 (11.96%) BusinessObjects
3 11 (11.96%) SQL Server Integration Services
4 10 (10.87%) Oracle Database
4 10 (10.87%) Oracle ODI
4 10 (10.87%) RDBMS
5 8 (8.70%) Data Warehouse
6 7 (7.61%) SQL Server Reporting Services
7 6 (6.52%) Base SAS
7 6 (6.52%) SAS Enterprise Guide
8 5 (5.43%) SAS Enterprise Miner
8 5 (5.43%) SQL Server Analysis Services
9 3 (3.26%) Data Lake
9 3 (3.26%) Microsoft Analysis Services
9 3 (3.26%) MongoDB
9 3 (3.26%) PerformancePoint
9 3 (3.26%) PowerPivot
10 2 (2.17%) Power BI
Development Applications
1 10 (10.87%) ERwin
1 10 (10.87%) PowerDesigner
2 6 (6.52%) Visual Studio
3 5 (5.43%) Jenkins
3 5 (5.43%) Octopus Deploy
3 5 (5.43%) Sonatype Nexus
3 5 (5.43%) Subversion
3 5 (5.43%) Team Foundation Server
3 5 (5.43%) TeamCity
3 5 (5.43%) Travis CI
4 2 (2.17%) Visual Studio Team System
5 1 (1.09%) Axure RP
5 1 (1.09%) Balsamiq Mockups
General
1 39 (42.39%) Finance
2 8 (8.70%) Retail
3 3 (3.26%) Games
3 3 (3.26%) Legal
4 2 (2.17%) Back Office
5 1 (1.09%) Advertising
5 1 (1.09%) Law
5 1 (1.09%) Marketing
5 1 (1.09%) Military
Job Titles
1 26 (28.26%) Analyst
2 12 (13.04%) Applications Support
3 11 (11.96%) Architect
4 9 (9.78%) Data Analyst
4 9 (9.78%) Data Modeller
5 8 (8.70%) Applications Engineer
5 8 (8.70%) Applications Support Engineer
5 8 (8.70%) Support Engineer
6 7 (7.61%) Data Architect
7 6 (6.52%) Data Engineer
7 6 (6.52%) Senior Data Engineer
8 5 (5.43%) Developer
8 5 (5.43%) DevOps Engineer
8 5 (5.43%) HR Analyst
8 5 (5.43%) Pricing Analyst
8 5 (5.43%) Senior Analyst
8 5 (5.43%) Senior DevOps
8 5 (5.43%) Senior DevOps Engineer
8 5 (5.43%) Senior Pricing Analyst
8 5 (5.43%) Systems Analyst
Libraries, Frameworks & Software Standards
1 10 (10.87%) Oracle GoldenGate
2 5 (5.43%) .NET
3 4 (4.35%) .NET Core
4 3 (3.26%) .NET Framework
4 3 (3.26%) CSS
4 3 (3.26%) CSS3
4 3 (3.26%) HTML
4 3 (3.26%) HTML5
4 3 (3.26%) MDX
4 3 (3.26%) Spring
4 3 (3.26%) Twitter Bootstrap
5 1 (1.09%) Web Services
Miscellaneous
1 18 (19.57%) Management Information System
2 16 (17.39%) NHS
3 9 (9.78%) Analytical Skills
4 4 (4.35%) Greenfield Project
4 4 (4.35%) Robotics
5 2 (2.17%) Freedom of Information
5 2 (2.17%) User Experience
6 1 (1.09%) Data Protection Act
6 1 (1.09%) Virtual Team
Operating Systems
1 8 (8.70%) Windows
1 8 (8.70%) Windows Server
1 8 (8.70%) Windows Server 2008
1 8 (8.70%) Windows Server 2012
2 5 (5.43%) Linux
3 1 (1.09%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (18.48%) Analytics
1 17 (18.48%) Data Governance
2 16 (17.39%) Agile Software Development
2 16 (17.39%) Data Modelling
3 13 (14.13%) Business Intelligence
3 13 (14.13%) Data Transformation
4 12 (13.04%) Data Protection
4 12 (13.04%) Information Security
4 12 (13.04%) Risk Management
4 12 (13.04%) Robotic Process Automation
5 11 (11.96%) Data Analysis
5 11 (11.96%) Data Science
5 11 (11.96%) Problem-Solving
5 11 (11.96%) Scrum
5 11 (11.96%) Stakeholder Management
5 11 (11.96%) Test Automation
6 10 (10.87%) Business Development
6 10 (10.87%) CRM
6 10 (10.87%) ETL
7 9 (9.78%) Data Integration
Programming Languages
1 43 (46.74%) SQL
2 11 (11.96%) Python
3 9 (9.78%) PowerShell
3 9 (9.78%) T-SQL
4 6 (6.52%) C#
5 5 (5.43%) Bash Shell
5 5 (5.43%) JavaScript
6 4 (4.35%) Go
7 3 (3.26%) Data Analysis Expressions (DAX)
7 3 (3.26%) Java
8 2 (2.17%) VB
8 2 (2.17%) VBA
9 1 (1.09%) Apex Code
9 1 (1.09%) PHP
9 1 (1.09%) PL/SQL
9 1 (1.09%) Ruby
9 1 (1.09%) Scala
Qualifications
1 11 (11.96%) Degree
2 2 (2.17%) APMP
3 1 (1.09%) AWS Certification
3 1 (1.09%) CIPD
3 1 (1.09%) SC Cleared
3 1 (1.09%) Security Cleared
Quality Assurance & Compliance
1 16 (17.39%) Data Quality
2 11 (11.96%) SLA
3 6 (6.52%) GDPR
4 4 (4.35%) ISO/IEC 27001
5 3 (3.26%) Cyber Essentials
5 3 (3.26%) PMO
6 2 (2.17%) PCI DSS
7 1 (1.09%) QA
System Software
1 5 (5.43%) Docker
Systems Management
1 5 (5.43%) Ansible
1 5 (5.43%) Opscode Chef
1 5 (5.43%) Puppet
Vendors
1 30 (32.61%) Microsoft
2 18 (19.57%) Oracle
3 16 (17.39%) IBM
4 10 (10.87%) SAP
4 10 (10.87%) Trillium
5 8 (8.70%) Blue Prism
5 8 (8.70%) UiPath
6 3 (3.26%) Nintex
7 2 (2.17%) Salesforce.com
8 1 (1.09%) Adobe
8 1 (1.09%) Cognos
8 1 (1.09%) Epicor
8 1 (1.09%) Google
8 1 (1.09%) Infor
8 1 (1.09%) MicroStrategy
8 1 (1.09%) Red Hat
8 1 (1.09%) Sage
8 1 (1.09%) Tableau
8 1 (1.09%) Xerox
8 1 (1.09%) Yahoo!