Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > Yorkshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 158 202 194
Rank change year-on-year +44 -8 +60
Permanent jobs citing Data Management 150 122 158
As % of all permanent IT jobs advertised in Yorkshire 1.80% 1.27% 1.41%
As % of the Processes & Methodologies category 1.96% 1.37% 1.54%
Number of salaries quoted 118 102 110
Yorkshire median annual salary £45,000 £43,750 £45,000
Median salary % change year-on-year +2.86% -2.78% +5.88%
10th Percentile £29,250 £32,000 £31,250
90th Percentile £55,375 £61,250 £77,500
England median annual salary £55,000 £54,250 £53,500
% change year-on-year +1.38% +1.40% +7.00%

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 7,662 8,884 10,263
As % of all permanent IT jobs advertised in Yorkshire 91.72% 92.38% 91.71%
Number of salaries quoted 6,267 7,437 8,543
Yorkshire median annual salary £43,000 £42,500 £40,000
Median salary % change year-on-year +1.18% +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £62,500 £61,250 £62,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 16 October 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 16 October 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 +60 91 £43,000 +1.18% 13
South Yorkshire +7 27 £37,500 -28.57%
North Yorkshire -17 25 £50,000 +17.65%
East Yorkshire +12 1 - -
Data Management
England

For the 6 months to 16 October 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 63 (42.00%) Finance
2 62 (41.33%) SQL
3 42 (28.00%) Microsoft
4 37 (24.67%) Microsoft Azure
5 31 (20.67%) Agile Software Development
6 28 (18.67%) PowerShell
7 25 (16.67%) Project Management
8 24 (16.00%) Oracle
9 23 (15.33%) Microsoft Office
9 23 (15.33%) NHS
10 20 (13.33%) Business Intelligence
10 20 (13.33%) CRM
10 20 (13.33%) Management Information System
10 20 (13.33%) Analytics
11 19 (12.67%) Problem-Solving
11 19 (12.67%) ITIL
11 19 (12.67%) SQL Server
12 18 (12.00%) SharePoint
12 18 (12.00%) Data Quality
12 18 (12.00%) Relational Database
12 18 (12.00%) DevOps
13 17 (11.33%) Analytical Skills
13 17 (11.33%) Office 365
13 17 (11.33%) Exchange Server 2013
13 17 (11.33%) Exchange Server 2010
13 17 (11.33%) MS Exchange
13 17 (11.33%) Active Directory
14 16 (10.67%) ERP
14 16 (10.67%) Microsoft Excel
15 15 (10.00%) Data Modelling

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 18 (12.00%) SharePoint
2 17 (11.33%) Exchange Server 2010
2 17 (11.33%) Exchange Server 2013
2 17 (11.33%) MS Exchange
3 8 (5.33%) SAS
4 7 (4.67%) WebSphere
5 4 (2.67%) JBoss
5 4 (2.67%) WebLogic
6 1 (0.67%) Apache Spark
6 1 (0.67%) CMS
6 1 (0.67%) Drupal
6 1 (0.67%) Elasticsearch
Applications
1 23 (15.33%) Microsoft Office
2 16 (10.67%) Microsoft Excel
3 3 (2.00%) MS Visio
4 2 (1.33%) Microsoft PowerPoint
4 2 (1.33%) Microsoft Project
Business Applications
1 10 (6.67%) Dynamics CRM
2 5 (3.33%) iTrent
3 1 (0.67%) Dynamics NAV
3 1 (0.67%) NetSuite
3 1 (0.67%) SAP Business One
Cloud Services
1 37 (24.67%) Microsoft Azure
2 17 (11.33%) Office 365
3 15 (10.00%) Amazon AWS
4 10 (6.67%) Dynamics 365
5 7 (4.67%) SaaS
6 6 (4.00%) IaaS
7 3 (2.00%) PaaS
8 2 (1.33%) Amazon Kinesis
8 2 (1.33%) Amazon SageMaker
8 2 (1.33%) Azure Data Factory
9 1 (0.67%) AdWords
9 1 (0.67%) Cloud Computing
9 1 (0.67%) Serverless
Communications & Networking
1 1 (0.67%) Firewall
1 1 (0.67%) SMS
1 1 (0.67%) TCP/IP
Database & Business Intelligence
1 19 (12.67%) SQL Server
2 18 (12.00%) Relational Database
3 12 (8.00%) SAP Data Services
4 11 (7.33%) BusinessObjects
4 11 (7.33%) Oracle Database
4 11 (7.33%) SQL Server Integration Services
5 10 (6.67%) Oracle ODI
5 10 (6.67%) RDBMS
6 9 (6.00%) Crystal Reports
7 8 (5.33%) Data Warehouse
8 7 (4.67%) SQL Server Reporting Services
9 6 (4.00%) Base SAS
9 6 (4.00%) SAS Enterprise Guide
10 5 (3.33%) Data Lake
10 5 (3.33%) SAS Enterprise Miner
10 5 (3.33%) SQL Server Analysis Services
11 4 (2.67%) MongoDB
12 3 (2.00%) Amazon RDS
12 3 (2.00%) PerformancePoint
12 3 (2.00%) PowerPivot
Development Applications
1 10 (6.67%) ERwin
1 10 (6.67%) PowerDesigner
2 8 (5.33%) Visual Studio
3 6 (4.00%) Jenkins
3 6 (4.00%) Octopus Deploy
3 6 (4.00%) Sonatype Nexus
3 6 (4.00%) Subversion
3 6 (4.00%) Team Foundation Server
3 6 (4.00%) TeamCity
3 6 (4.00%) Travis CI
4 4 (2.67%) JUnit
5 2 (1.33%) Visual Studio Team System
6 1 (0.67%) Git (software)
6 1 (0.67%) Jasmine
6 1 (0.67%) Karma Test Runner
6 1 (0.67%) Protractor
6 1 (0.67%) Selenium
General
1 63 (42.00%) Finance
2 15 (10.00%) Manufacturing
3 7 (4.67%) Retail
4 3 (2.00%) Games
4 3 (2.00%) Legal
5 2 (1.33%) Back Office
5 2 (1.33%) Marketing
6 1 (0.67%) Advertising
6 1 (0.67%) Law
6 1 (0.67%) Military
6 1 (0.67%) Pharmaceutical
Job Titles
1 39 (26.00%) Analyst
2 14 (9.33%) Applications Support
3 13 (8.67%) Systems Analyst
4 12 (8.00%) Active Directory Specialist
4 12 (8.00%) Data Analyst
4 12 (8.00%) Infrastructure Specialist
4 12 (8.00%) Office 365 Specialist
5 11 (7.33%) Support Engineer
6 10 (6.67%) Applications Engineer
6 10 (6.67%) Applications Support Engineer
7 9 (6.00%) Data Modeller
7 9 (6.00%) Developer
7 9 (6.00%) Senior Data Warehouse Specialist
7 9 (6.00%) Senior Infrastructure Specialist
8 8 (5.33%) Architect
8 8 (5.33%) Data Manager
9 7 (4.67%) Business Systems Analyst
10 6 (4.00%) DevOps Engineer
10 6 (4.00%) Senior Analyst
10 6 (4.00%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 10 (6.67%) Oracle GoldenGate
2 7 (4.67%) Spring
3 5 (3.33%) .NET
3 5 (3.33%) HTML
3 5 (3.33%) LDAP
3 5 (3.33%) XML
4 4 (2.67%) .NET Core
4 4 (2.67%) CSS
4 4 (2.67%) HTML5
4 4 (2.67%) Java EE
4 4 (2.67%) JSON
5 3 (2.00%) .NET Framework
5 3 (2.00%) CSS3
5 3 (2.00%) MDX
5 3 (2.00%) Twitter Bootstrap
6 2 (1.33%) Vue.js
6 2 (1.33%) Web Services
7 1 (0.67%) AngularJS
7 1 (0.67%) Kafka
7 1 (0.67%) Laravel
Miscellaneous
1 23 (15.33%) NHS
2 20 (13.33%) Management Information System
3 17 (11.33%) Analytical Skills
4 9 (6.00%) Self-Motivation
5 5 (3.33%) Greenfield Project
5 5 (3.33%) PKI
6 4 (2.67%) Data Structures
6 4 (2.67%) Robotics
6 4 (2.67%) User Experience
7 2 (1.33%) Freedom of Information
8 1 (0.67%) Algorithms
8 1 (0.67%) Cloud Native
8 1 (0.67%) Computer Science
8 1 (0.67%) Data Protection Act
8 1 (0.67%) Public Cloud
Operating Systems
1 10 (6.67%) Windows
1 10 (6.67%) Windows Server
1 10 (6.67%) Windows Server 2008
1 10 (6.67%) Windows Server 2012
2 4 (2.67%) Linux
Processes & Methodologies
1 31 (20.67%) Agile Software Development
2 25 (16.67%) Project Management
3 20 (13.33%) Analytics
3 20 (13.33%) Business Intelligence
3 20 (13.33%) CRM
4 19 (12.67%) ITIL
4 19 (12.67%) Problem-Solving
5 18 (12.00%) DevOps
6 16 (10.67%) ERP
7 15 (10.00%) Data Governance
7 15 (10.00%) Data Modelling
8 14 (9.33%) Data Transformation
8 14 (9.33%) ETL
8 14 (9.33%) Migration
8 14 (9.33%) Robotic Process Automation
9 13 (8.67%) Data Protection
9 13 (8.67%) Information Security
9 13 (8.67%) Stakeholder Management
10 12 (8.00%) Business Development
10 12 (8.00%) Data Analysis
Programming Languages
1 62 (41.33%) SQL
2 28 (18.67%) PowerShell
3 12 (8.00%) Python
4 10 (6.67%) T-SQL
5 7 (4.67%) Java
5 7 (4.67%) JavaScript
6 6 (4.00%) Bash Shell
6 6 (4.00%) C
6 6 (4.00%) C#
7 4 (2.67%) Go
8 3 (2.00%) Data Analysis Expressions (DAX)
8 3 (2.00%) PHP
9 2 (1.33%) PL/SQL
9 2 (1.33%) Ruby
9 2 (1.33%) Scala
9 2 (1.33%) VB
9 2 (1.33%) VBA
10 1 (0.67%) Apex Code
10 1 (0.67%) XPath
10 1 (0.67%) XQuery
Qualifications
1 13 (8.67%) Degree
2 2 (1.33%) APMP
2 2 (1.33%) AWS Certification
3 1 (0.67%) CIPD
Quality Assurance & Compliance
1 18 (12.00%) Data Quality
2 14 (9.33%) SLA
3 6 (4.00%) GDPR
4 4 (2.67%) ISO/IEC 27001
4 4 (2.67%) QA
5 3 (2.00%) Cyber Essentials
5 3 (2.00%) PMO
6 2 (1.33%) PCI DSS
System Software
1 17 (11.33%) Active Directory
2 5 (3.33%) Active Directory Lightweight Directory Services
3 4 (2.67%) Docker
4 1 (0.67%) Firmware
Systems Management
1 11 (7.33%) McAfee ePO
2 6 (4.00%) Ansible
2 6 (4.00%) Opscode Chef
2 6 (4.00%) Puppet
3 1 (0.67%) Hadoop YARN
Vendors
1 42 (28.00%) Microsoft
2 24 (16.00%) Oracle
3 15 (10.00%) IBM
4 11 (7.33%) McAfee
4 11 (7.33%) SAP
5 10 (6.67%) Blue Prism
5 10 (6.67%) Trillium
5 10 (6.67%) UiPath
6 9 (6.00%) Citrix
6 9 (6.00%) IFS
7 3 (2.00%) Google
7 3 (2.00%) Nintex
7 3 (2.00%) Salesforce.com
8 1 (0.67%) Epicor
8 1 (0.67%) Infor
8 1 (0.67%) Sage
8 1 (0.67%) Tableau
8 1 (0.67%) Xerox
8 1 (0.67%) Yahoo!