Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Data Management
Yorkshire > West Yorkshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 156 201 189
Rank change year-on-year +45 -12 +34
Permanent jobs citing Data Management 97 73 104
As % of all permanent IT jobs advertised in West Yorkshire 1.49% 1.03% 1.26%
As % of the Processes & Methodologies category 1.60% 1.11% 1.37%
Number of salaries quoted 62 57 84
West Yorkshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +4.65%
10th Percentile £33,000 £20,850 £31,250
90th Percentile £74,000 £65,000 £62,500
Yorkshire median annual salary £45,000 £42,500 £43,750
% change year-on-year +5.88% -2.86% +9.38%

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 6,073 6,599 7,585
As % of all permanent IT jobs advertised in West Yorkshire 93.02% 92.89% 91.68%
Number of salaries quoted 5,133 5,654 6,301
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £63,750 £62,500 £62,500
Yorkshire median annual salary £43,750 £42,500 £40,000
% change year-on-year +2.94% +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 20 July 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 20 July 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 +26 77 £45,000 +7.14% 14
Halifax - 10 £58,750 - 1
Bradford +19 9 £50,000 -6.98% 2
Huddersfield +5 1 £37,500 +108.33%
Data Management
Yorkshire

For the 6 months to 20 July 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 46 (47.42%) SQL
2 27 (27.84%) Finance
3 23 (23.71%) Microsoft
3 23 (23.71%) Data Governance
4 19 (19.59%) Data Quality
4 19 (19.59%) Analytics
5 18 (18.56%) Retail
6 17 (17.53%) Data Modelling
6 17 (17.53%) SAP
7 16 (16.49%) Business Intelligence
7 16 (16.49%) IBM
7 16 (16.49%) Relational Database
8 15 (15.46%) Agile Software Development
8 15 (15.46%) Data Science
9 13 (13.40%) Information Security
9 13 (13.40%) Stakeholder Management
9 13 (13.40%) SQL Server Integration Services
9 13 (13.40%) Data Protection
10 12 (12.37%) Test Automation
10 12 (12.37%) Data Transformation
10 12 (12.37%) SAP Data Services
10 12 (12.37%) Management Information System
10 12 (12.37%) RDBMS
10 12 (12.37%) Project Management
10 12 (12.37%) Microsoft Office
11 11 (11.34%) CRM
11 11 (11.34%) Microsoft Azure
11 11 (11.34%) Amazon AWS
11 11 (11.34%) Data Integration
12 10 (10.31%) Oracle ODI

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 8 (8.25%) Apache Spark
1 8 (8.25%) SharePoint
2 5 (5.15%) SAS
3 3 (3.09%) WebSphere
Applications
1 12 (12.37%) Microsoft Office
2 10 (10.31%) Microsoft Excel
3 4 (4.12%) MS Visio
4 1 (1.03%) Photoshop
Business Applications
1 5 (5.15%) Dynamics CRM
1 5 (5.15%) iTrent
2 1 (1.03%) NetSuite
2 1 (1.03%) SAP Business One
2 1 (1.03%) SAP PLM
Cloud Services
1 11 (11.34%) Amazon AWS
1 11 (11.34%) Microsoft Azure
2 4 (4.12%) Dynamics 365
2 4 (4.12%) PaaS
2 4 (4.12%) SaaS
3 3 (3.09%) IaaS
4 2 (2.06%) Azure Data Factory
5 1 (1.03%) AdWords
Communications & Networking
1 1 (1.03%) SMS
Database & Business Intelligence
1 16 (16.49%) Relational Database
2 13 (13.40%) SQL Server Integration Services
3 12 (12.37%) RDBMS
3 12 (12.37%) SAP Data Services
4 10 (10.31%) Data Warehouse
4 10 (10.31%) Oracle Database
4 10 (10.31%) Oracle ODI
5 9 (9.28%) SQL Server
6 8 (8.25%) BusinessObjects
6 8 (8.25%) Hadoop
6 8 (8.25%) SQL Server Reporting Services
7 7 (7.22%) SQL Server Analysis Services
8 5 (5.15%) Base SAS
8 5 (5.15%) SAS Enterprise Guide
9 3 (3.09%) Apache Hive
9 3 (3.09%) Big Data
9 3 (3.09%) Microsoft Analysis Services
9 3 (3.09%) PerformancePoint
9 3 (3.09%) PowerPivot
9 3 (3.09%) SAS Enterprise Miner
Development Applications
1 10 (10.31%) ERwin
1 10 (10.31%) PowerDesigner
2 5 (5.15%) Jenkins
2 5 (5.15%) Octopus Deploy
2 5 (5.15%) Sonatype Nexus
2 5 (5.15%) Subversion
2 5 (5.15%) Team Foundation Server
2 5 (5.15%) TeamCity
2 5 (5.15%) Travis CI
3 4 (4.12%) Visual Studio
4 2 (2.06%) Selenium
4 2 (2.06%) Visual Studio Team System
5 1 (1.03%) Axure RP
5 1 (1.03%) Balsamiq Mockups
General
1 27 (27.84%) Finance
2 18 (18.56%) Retail
3 2 (2.06%) Games
3 2 (2.06%) Legal
4 1 (1.03%) Advertising
4 1 (1.03%) Back Office
4 1 (1.03%) Law
4 1 (1.03%) Marketing
4 1 (1.03%) Military
Job Titles
1 27 (27.84%) Architect
2 23 (23.71%) Analyst
3 12 (12.37%) Data Architect
3 12 (12.37%) Solutions Architect
4 9 (9.28%) Data Analyst
4 9 (9.28%) Data Modeller
5 7 (7.22%) DevOps Engineer
6 6 (6.19%) Data Engineer
6 6 (6.19%) Senior Data Engineer
7 5 (5.15%) CRM Architect
7 5 (5.15%) CRM Solutions Architect
7 5 (5.15%) Governance Manager
7 5 (5.15%) HR Analyst
7 5 (5.15%) Senior DevOps
7 5 (5.15%) Senior DevOps Engineer
7 5 (5.15%) Systems Analyst
8 4 (4.12%) Applications Engineer
8 4 (4.12%) Applications Support
8 4 (4.12%) Applications Support Engineer
8 4 (4.12%) Support Engineer
Libraries, Frameworks & Software Standards
1 10 (10.31%) Oracle GoldenGate
2 3 (3.09%) MDX
3 2 (2.06%) .NET
3 2 (2.06%) SOAP
3 2 (2.06%) XML
4 1 (1.03%) .NET Core
4 1 (1.03%) Velocity
Miscellaneous
1 12 (12.37%) Management Information System
2 6 (6.19%) Analytical Skills
3 4 (4.12%) NHS
4 3 (3.09%) Greenfield Project
5 2 (2.06%) Freedom of Information
5 2 (2.06%) Robotics
5 2 (2.06%) User Experience
6 1 (1.03%) Data Centre
6 1 (1.03%) Virtual Team
Operating Systems
1 7 (7.22%) Linux
2 5 (5.15%) Windows
3 4 (4.12%) Windows Server
3 4 (4.12%) Windows Server 2008
3 4 (4.12%) Windows Server 2012
4 3 (3.09%) Red Hat Enterprise Linux
5 1 (1.03%) Unix
Processes & Methodologies
1 23 (23.71%) Data Governance
2 19 (19.59%) Analytics
3 17 (17.53%) Data Modelling
4 16 (16.49%) Business Intelligence
5 15 (15.46%) Agile Software Development
5 15 (15.46%) Data Science
6 13 (13.40%) Data Protection
6 13 (13.40%) Information Security
6 13 (13.40%) Stakeholder Management
7 12 (12.37%) Data Transformation
7 12 (12.37%) Project Management
7 12 (12.37%) Test Automation
8 11 (11.34%) CRM
8 11 (11.34%) Data Integration
9 10 (10.31%) ETL
10 9 (9.28%) Data Analysis
10 9 (9.28%) Logical Data Model
10 9 (9.28%) Physical Data Model
10 9 (9.28%) Quality Management
11 8 (8.25%) Problem-Solving
Programming Languages
1 46 (47.42%) SQL
2 9 (9.28%) Python
3 7 (7.22%) PowerShell
4 5 (5.15%) Bash Shell
4 5 (5.15%) T-SQL
5 4 (4.12%) Java
6 3 (3.09%) Data Analysis Expressions (DAX)
6 3 (3.09%) Go
7 2 (2.06%) C#
8 1 (1.03%) Apex Code
8 1 (1.03%) JavaScript
8 1 (1.03%) VB
8 1 (1.03%) VBA
Qualifications
1 9 (9.28%) Degree
2 1 (1.03%) SC Cleared
2 1 (1.03%) Security Cleared
Quality Assurance & Compliance
1 19 (19.59%) Data Quality
2 7 (7.22%) SLA
3 6 (6.19%) GDPR
4 5 (5.15%) ISO/IEC 27001
5 3 (3.09%) Cyber Essentials
5 3 (3.09%) QA
6 2 (2.06%) PCI DSS
7 1 (1.03%) PMO
System Software
1 4 (4.12%) Docker
Systems Management
1 5 (5.15%) Ansible
1 5 (5.15%) Opscode Chef
1 5 (5.15%) Puppet
Vendors
1 23 (23.71%) Microsoft
2 17 (17.53%) SAP
3 16 (16.49%) IBM
4 10 (10.31%) Oracle
4 10 (10.31%) Trillium
5 7 (7.22%) Salesforce.com
6 4 (4.12%) Blue Prism
6 4 (4.12%) UiPath
7 3 (3.09%) Google
7 3 (3.09%) Nintex
7 3 (3.09%) Red Hat
7 3 (3.09%) Siebel
8 2 (2.06%) Remedy
9 1 (1.03%) Adobe
9 1 (1.03%) Cognos
9 1 (1.03%) Epicor
9 1 (1.03%) Infor
9 1 (1.03%) MicroStrategy
9 1 (1.03%) Sage
9 1 (1.03%) Yahoo!