Period
to 20 August 2018

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

Data Management
England > Yorkshire
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 169 200 210
Rank change year-on-year +31 +10 +38
Permanent jobs citing Data Management 142 135 152
As % of all permanent IT jobs advertised in Yorkshire 1.55% 1.31% 1.31%
As % of the Processes & Methodologies category 1.68% 1.41% 1.43%
Number of salaries quoted 113 110 113
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -2.86%
10th Percentile £29,800 £31,950 £30,050
90th Percentile £59,500 £60,125 £62,500
England median annual salary £55,000 £52,000 £52,500
% change year-on-year +5.77% -0.95% -

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 8,446 9,567 10,646
As % of all permanent IT jobs advertised in Yorkshire 92.32% 92.81% 91.85%
Number of salaries quoted 7,054 8,068 8,798
Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £61,250 £61,250
England median annual salary £50,000 £50,000 £50,000

Data Management
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Management in Yorkshire

Data Management
Salary Trend in Yorkshire

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

Salary trend for Data Management in Yorkshire

Data Management
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Management in Yorkshire over the 6 months to 20 August 2018.

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 20 August 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
West Yorkshire +45 97 £45,000 +6.51% 7
North Yorkshire -2 23 £50,000 +17.65% 2
South Yorkshire +5 21 £32,500 -36.27% 3
Data Management
England

For the 6 months to 20 August 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 Yorkshire region with a requirement for Data Management.

1 64 (45.07%) SQL
2 54 (38.03%) Finance
3 45 (31.69%) Microsoft
4 32 (22.54%) Microsoft Azure
5 29 (20.42%) Agile Software Development
6 23 (16.20%) Analytics
7 22 (15.49%) PowerShell
8 21 (14.79%) Project Management
8 21 (14.79%) Oracle
8 21 (14.79%) Microsoft Office
8 21 (14.79%) Data Governance
8 21 (14.79%) Problem-Solving
9 20 (14.08%) Management Information System
10 19 (13.38%) CRM
11 18 (12.68%) Business Intelligence
11 18 (12.68%) SQL Server
11 18 (12.68%) NHS
11 18 (12.68%) Data Quality
11 18 (12.68%) Relational Database
11 18 (12.68%) DevOps
12 17 (11.97%) Analytical Skills
12 17 (11.97%) ITIL
13 16 (11.27%) Data Modelling
13 16 (11.27%) SharePoint
13 16 (11.27%) IBM
14 15 (10.56%) Stakeholder Management
14 15 (10.56%) Microsoft Excel
15 14 (9.86%) MS Exchange
15 14 (9.86%) SLA
15 14 (9.86%) Active Directory

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 16 (11.27%) SharePoint
2 14 (9.86%) Exchange Server 2010
2 14 (9.86%) Exchange Server 2013
2 14 (9.86%) MS Exchange
3 8 (5.63%) SAS
3 8 (5.63%) WebSphere
4 5 (3.52%) Apache Spark
4 5 (3.52%) JBoss
4 5 (3.52%) WebLogic
5 1 (0.70%) CMS
5 1 (0.70%) Drupal
Applications
1 21 (14.79%) Microsoft Office
2 15 (10.56%) Microsoft Excel
3 4 (2.82%) MS Visio
4 2 (1.41%) Microsoft PowerPoint
4 2 (1.41%) Microsoft Project
5 1 (0.70%) Photoshop
Business Applications
1 9 (6.34%) Dynamics CRM
2 5 (3.52%) iTrent
3 1 (0.70%) NetSuite
3 1 (0.70%) SAP Business One
Cloud Services
1 32 (22.54%) Microsoft Azure
2 14 (9.86%) Office 365
3 13 (9.15%) Amazon AWS
4 8 (5.63%) Dynamics 365
5 7 (4.93%) SaaS
6 4 (2.82%) IaaS
7 3 (2.11%) PaaS
8 2 (1.41%) Azure Data Factory
9 1 (0.70%) AdWords
Communications & Networking
1 1 (0.70%) SMS
Database & Business Intelligence
1 18 (12.68%) Relational Database
1 18 (12.68%) SQL Server
2 13 (9.15%) SQL Server Integration Services
3 12 (8.45%) SAP Data Services
4 11 (7.75%) BusinessObjects
4 11 (7.75%) Data Warehouse
4 11 (7.75%) Oracle Database
5 10 (7.04%) Oracle ODI
5 10 (7.04%) RDBMS
6 9 (6.34%) SQL Server Reporting Services
7 8 (5.63%) Crystal Reports
8 7 (4.93%) SQL Server Analysis Services
9 6 (4.23%) Base SAS
9 6 (4.23%) SAS Enterprise Guide
10 5 (3.52%) Hadoop
10 5 (3.52%) SAS Enterprise Miner
11 4 (2.82%) Data Lake
11 4 (2.82%) MySQL
12 3 (2.11%) PowerPivot
12 3 (2.11%) SAS EBI
Development Applications
1 10 (7.04%) ERwin
1 10 (7.04%) PowerDesigner
2 6 (4.23%) Visual Studio
3 5 (3.52%) Jenkins
3 5 (3.52%) Octopus Deploy
3 5 (3.52%) Sonatype Nexus
3 5 (3.52%) Subversion
3 5 (3.52%) Team Foundation Server
3 5 (3.52%) TeamCity
3 5 (3.52%) Travis CI
4 4 (2.82%) JUnit
5 3 (2.11%) Selenium
6 2 (1.41%) Visual Studio Team System
7 1 (0.70%) Axure RP
7 1 (0.70%) Balsamiq Mockups
7 1 (0.70%) Bugzilla
7 1 (0.70%) JIRA
7 1 (0.70%) SoapUI
7 1 (0.70%) Toad
General
1 54 (38.03%) Finance
2 11 (7.75%) Manufacturing
3 9 (6.34%) Retail
4 3 (2.11%) Games
4 3 (2.11%) Legal
5 2 (1.41%) Back Office
6 1 (0.70%) Advertising
6 1 (0.70%) Law
6 1 (0.70%) Marketing
6 1 (0.70%) Military
6 1 (0.70%) Pharmaceutical
Job Titles
1 33 (23.24%) Analyst
2 15 (10.56%) Architect
3 12 (8.45%) Applications Support
3 12 (8.45%) Systems Analyst
4 10 (7.04%) Active Directory Specialist
4 10 (7.04%) Data Architect
4 10 (7.04%) Infrastructure Specialist
4 10 (7.04%) Office 365 Specialist
5 9 (6.34%) Data Analyst
5 9 (6.34%) Data Modeller
5 9 (6.34%) Senior Data Warehouse Specialist
5 9 (6.34%) Senior Infrastructure Specialist
5 9 (6.34%) Support Engineer
6 8 (5.63%) Applications Engineer
6 8 (5.63%) Applications Support Engineer
6 8 (5.63%) Developer
7 7 (4.93%) Business Systems Analyst
7 7 (4.93%) DevOps Engineer
8 6 (4.23%) Data Engineer
8 6 (4.23%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (7.04%) Oracle GoldenGate
2 8 (5.63%) XML
3 7 (4.93%) HTML
3 7 (4.93%) Spring
4 6 (4.23%) .NET
5 5 (3.52%) .NET Core
5 5 (3.52%) JSON
5 5 (3.52%) LDAP
6 4 (2.82%) CSS
6 4 (2.82%) HTML5
6 4 (2.82%) Java EE
6 4 (2.82%) Vue.js
7 3 (2.11%) .NET Framework
7 3 (2.11%) CSS3
7 3 (2.11%) MDX
7 3 (2.11%) SOAP
7 3 (2.11%) Twitter Bootstrap
8 1 (0.70%) LAMP
8 1 (0.70%) Laravel
8 1 (0.70%) REST
Miscellaneous
1 20 (14.08%) Management Information System
2 18 (12.68%) NHS
3 17 (11.97%) Analytical Skills
4 8 (5.63%) Self-Motivation
5 5 (3.52%) PKI
5 5 (3.52%) User Experience
6 4 (2.82%) Greenfield Project
6 4 (2.82%) Robotics
7 2 (1.41%) Freedom of Information
8 1 (0.70%) Computer Science
8 1 (0.70%) Data Protection Act
8 1 (0.70%) Data Structures
8 1 (0.70%) Mobile App
8 1 (0.70%) Smartphone
8 1 (0.70%) Virtual Team
Operating Systems
1 8 (5.63%) Windows
1 8 (5.63%) Windows Server
1 8 (5.63%) Windows Server 2008
1 8 (5.63%) Windows Server 2012
2 6 (4.23%) Linux
3 2 (1.41%) Red Hat Enterprise Linux
4 1 (0.70%) Android
4 1 (0.70%) Apple iOS
4 1 (0.70%) Unix
Processes & Methodologies
1 29 (20.42%) Agile Software Development
2 23 (16.20%) Analytics
3 21 (14.79%) Data Governance
3 21 (14.79%) Problem-Solving
3 21 (14.79%) Project Management
4 19 (13.38%) CRM
5 18 (12.68%) Business Intelligence
5 18 (12.68%) DevOps
6 17 (11.97%) ITIL
7 16 (11.27%) Data Modelling
8 15 (10.56%) Stakeholder Management
9 14 (9.86%) Information Security
9 14 (9.86%) Migration
9 14 (9.86%) Test Automation
10 13 (9.15%) Data Science
10 13 (9.15%) ERP
11 12 (8.45%) Data Protection
11 12 (8.45%) ETL
11 12 (8.45%) Risk Management
11 12 (8.45%) Scrum
Programming Languages
1 64 (45.07%) SQL
2 22 (15.49%) PowerShell
3 10 (7.04%) Python
4 8 (5.63%) Java
5 7 (4.93%) JavaScript
5 7 (4.93%) T-SQL
6 5 (3.52%) Bash Shell
6 5 (3.52%) C#
6 5 (3.52%) PHP
7 4 (2.82%) Go
8 3 (2.11%) Data Analysis Expressions (DAX)
9 2 (1.41%) VB
9 2 (1.41%) VBA
10 1 (0.70%) Apex Code
10 1 (0.70%) C
10 1 (0.70%) PL/SQL
10 1 (0.70%) XPath
10 1 (0.70%) XQuery
Qualifications
1 14 (9.86%) Degree
2 2 (1.41%) APMP
3 1 (0.70%) ISTQB
3 1 (0.70%) SC Cleared
3 1 (0.70%) Security Cleared
Quality Assurance & Compliance
1 18 (12.68%) Data Quality
2 14 (9.86%) SLA
3 6 (4.23%) GDPR
3 6 (4.23%) QA
4 4 (2.82%) ISO/IEC 27001
5 3 (2.11%) Cyber Essentials
5 3 (2.11%) PMO
6 2 (1.41%) PCI DSS
System Software
1 14 (9.86%) Active Directory
2 5 (3.52%) Active Directory Lightweight Directory Services
2 5 (3.52%) Docker
3 2 (1.41%) Firmware
Systems Management
1 10 (7.04%) McAfee ePO
2 5 (3.52%) Ansible
2 5 (3.52%) Opscode Chef
2 5 (3.52%) Puppet
Vendors
1 45 (31.69%) Microsoft
2 21 (14.79%) Oracle
3 16 (11.27%) IBM
4 12 (8.45%) SAP
5 10 (7.04%) McAfee
5 10 (7.04%) Trillium
6 8 (5.63%) Blue Prism
6 8 (5.63%) Citrix
6 8 (5.63%) IFS
6 8 (5.63%) UiPath
7 4 (2.82%) Google
7 4 (2.82%) Salesforce.com
8 3 (2.11%) Nintex
9 2 (1.41%) Red Hat
9 2 (1.41%) Tableau
10 1 (0.70%) Epicor
10 1 (0.70%) Infor
10 1 (0.70%) Sage
10 1 (0.70%) Xerox
10 1 (0.70%) Yahoo!