Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > Yorkshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 145 196 199
Rank change year-on-year +51 +3 +16
Permanent jobs citing Data Management 139 121 148
As % of all permanent IT jobs advertised in Yorkshire 1.75% 1.23% 1.34%
As % of the Processes & Methodologies category 1.90% 1.34% 1.46%
Number of salaries quoted 110 85 103
Yorkshire median annual salary £42,750 £45,000 £45,000
Median salary % change year-on-year -5.00% - +5.88%
10th Percentile £30,000 £30,200 £31,250
90th Percentile £57,500 £61,250 £95,000
England median annual salary £55,000 £55,000 £53,996
% change year-on-year - +1.86% +7.99%

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 7,308 9,018 10,153
As % of all permanent IT jobs advertised in Yorkshire 92.04% 91.97% 91.77%
Number of salaries quoted 5,954 7,581 8,503
Yorkshire median annual salary £42,993 £42,500 £40,500
Median salary % change year-on-year +1.16% +4.94% +1.25%
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £60,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 12 December 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 12 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
West Yorkshire +29 85 £40,000 -5.88% 15
South Yorkshire +9 24 £37,500 -25.74% 3
North Yorkshire +1 22 £50,000 +17.65% 1
East Yorkshire +8 2 - -
Data Management
England

For the 6 months to 12 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 Yorkshire region with a requirement for Data Management.

1 68 (48.92%) Finance
2 47 (33.81%) SQL
3 40 (28.78%) Microsoft
4 37 (26.62%) Agile Software Development
5 32 (23.02%) Microsoft Azure
5 32 (23.02%) Project Management
6 29 (20.86%) NHS
7 24 (17.27%) Business Intelligence
8 23 (16.55%) Oracle
8 23 (16.55%) PowerShell
8 23 (16.55%) Data Quality
9 21 (15.11%) Microsoft Office
9 21 (15.11%) CRM
10 20 (14.39%) SQL Server
10 20 (14.39%) Management Information System
11 19 (13.67%) Problem-Solving
12 18 (12.95%) Analytics
12 18 (12.95%) Analytical Skills
12 18 (12.95%) Manufacturing
13 17 (12.23%) SharePoint
14 16 (11.51%) ITIL
14 16 (11.51%) Office 365
15 15 (10.79%) Exchange Server 2010
15 15 (10.79%) Exchange Server 2013
15 15 (10.79%) Microsoft Excel
15 15 (10.79%) MS Exchange
15 15 (10.79%) Data Modelling
15 15 (10.79%) Active Directory
15 15 (10.79%) Amazon AWS
16 14 (10.07%) Stakeholder Management

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 17 (12.23%) SharePoint
2 15 (10.79%) Exchange Server 2010
2 15 (10.79%) Exchange Server 2013
2 15 (10.79%) MS Exchange
3 8 (5.76%) SAS
4 2 (1.44%) WebSphere
5 1 (0.72%) Apache Spark
5 1 (0.72%) Elasticsearch
Applications
1 21 (15.11%) Microsoft Office
2 15 (10.79%) Microsoft Excel
3 5 (3.60%) Microsoft PowerPoint
4 3 (2.16%) Microsoft Project
5 2 (1.44%) MS Visio
Business Applications
1 12 (8.63%) Dynamics CRM
2 4 (2.88%) SAP MDG
3 3 (2.16%) Oracle Applications
4 1 (0.72%) Dynamics NAV
4 1 (0.72%) FastStats
4 1 (0.72%) NetSuite
4 1 (0.72%) SAP Business One
Cloud Services
1 32 (23.02%) Microsoft Azure
2 16 (11.51%) Office 365
3 15 (10.79%) Amazon AWS
4 11 (7.91%) Dynamics 365
5 9 (6.47%) IaaS
5 9 (6.47%) SaaS
6 5 (3.60%) Amazon Kinesis
6 5 (3.60%) Amazon SageMaker
6 5 (3.60%) PaaS
7 2 (1.44%) Azure Data Factory
8 1 (0.72%) Cloud Computing
8 1 (0.72%) Serverless
Communications & Networking
1 1 (0.72%) Firewall
1 1 (0.72%) Network Security
1 1 (0.72%) TCP/IP
Database & Business Intelligence
1 20 (14.39%) SQL Server
2 13 (9.35%) Relational Database
3 10 (7.19%) Data Warehouse
4 9 (6.47%) RDBMS
5 8 (5.76%) SAP Data Services
5 8 (5.76%) SQL Server Analysis Services
5 8 (5.76%) SQL Server Integration Services
5 8 (5.76%) SQL Server Reporting Services
6 7 (5.04%) Crystal Reports
6 7 (5.04%) Data Lake
6 7 (5.04%) Oracle Database
7 6 (4.32%) Oracle ODI
8 5 (3.60%) Amazon Aurora
8 5 (3.60%) Amazon RDS
8 5 (3.60%) Amazon Redshift
8 5 (3.60%) Base SAS
8 5 (3.60%) MongoDB
8 5 (3.60%) Pentaho
8 5 (3.60%) SAS Enterprise Guide
8 5 (3.60%) SAS Enterprise Miner
Development Applications
1 8 (5.76%) Visual Studio
2 6 (4.32%) ERwin
2 6 (4.32%) PowerDesigner
3 2 (1.44%) Jenkins
3 2 (1.44%) Octopus Deploy
3 2 (1.44%) Sonatype Nexus
3 2 (1.44%) Subversion
3 2 (1.44%) Team Foundation Server
3 2 (1.44%) TeamCity
3 2 (1.44%) Travis CI
3 2 (1.44%) Visual Studio Team System
4 1 (0.72%) Git (software)
4 1 (0.72%) Jasmine
4 1 (0.72%) Karma Test Runner
4 1 (0.72%) Protractor
4 1 (0.72%) Selenium
General
1 68 (48.92%) Finance
2 18 (12.95%) Manufacturing
3 3 (2.16%) Marketing
4 2 (1.44%) Games
5 1 (0.72%) Advertising
5 1 (0.72%) Back Office
5 1 (0.72%) Legal
5 1 (0.72%) Retail
Job Titles
1 30 (21.58%) Analyst
2 14 (10.07%) Applications Support
3 13 (9.35%) Architect
4 12 (8.63%) Developer
5 11 (7.91%) Data Manager
5 11 (7.91%) Support Engineer
6 10 (7.19%) Active Directory Specialist
6 10 (7.19%) Applications Engineer
6 10 (7.19%) Applications Support Engineer
6 10 (7.19%) Infrastructure Specialist
6 10 (7.19%) Office 365 Specialist
7 9 (6.47%) Solutions Architect
8 8 (5.76%) Data Analyst
8 8 (5.76%) Systems Analyst
9 7 (5.04%) Senior Data Warehouse Specialist
9 7 (5.04%) Senior Infrastructure Specialist
10 6 (4.32%) Business Analyst
10 6 (4.32%) Business Systems Analyst
10 6 (4.32%) Senior Analyst
11 5 (3.60%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 6 (4.32%) Oracle GoldenGate
2 5 (3.60%) Spring
2 5 (3.60%) Web Services
3 4 (2.88%) .NET
3 4 (2.88%) .NET Core
3 4 (2.88%) LDAP
4 3 (2.16%) .NET Framework
4 3 (2.16%) CSS
4 3 (2.16%) CSS3
4 3 (2.16%) HTML
4 3 (2.16%) HTML5
4 3 (2.16%) Twitter Bootstrap
5 2 (1.44%) MDX
6 1 (0.72%) AngularJS
6 1 (0.72%) ASP.NET
6 1 (0.72%) Kafka
6 1 (0.72%) Middleware
6 1 (0.72%) Node.js
6 1 (0.72%) React
6 1 (0.72%) TensorFlow
Miscellaneous
1 29 (20.86%) NHS
2 20 (14.39%) Management Information System
3 18 (12.95%) Analytical Skills
4 10 (7.19%) Self-Motivation
5 7 (5.04%) User Experience
6 6 (4.32%) Greenfield Project
7 4 (2.88%) Data Structures
7 4 (2.88%) PKI
7 4 (2.88%) Robotics
8 3 (2.16%) Augmented Reality
8 3 (2.16%) e-Learning
9 1 (0.72%) Algorithms
9 1 (0.72%) Cloud Native
9 1 (0.72%) Data Protection Act
9 1 (0.72%) Public Cloud
9 1 (0.72%) Replication
Operating Systems
1 10 (7.19%) Windows
1 10 (7.19%) Windows Server
1 10 (7.19%) Windows Server 2008
1 10 (7.19%) Windows Server 2012
2 4 (2.88%) Linux
Processes & Methodologies
1 37 (26.62%) Agile Software Development
2 32 (23.02%) Project Management
3 24 (17.27%) Business Intelligence
4 21 (15.11%) CRM
5 19 (13.67%) Problem-Solving
6 18 (12.95%) Analytics
7 16 (11.51%) ITIL
8 15 (10.79%) Data Modelling
9 14 (10.07%) Collaborative Working
9 14 (10.07%) Robotic Process Automation
9 14 (10.07%) Stakeholder Management
10 13 (9.35%) Data Governance
10 13 (9.35%) ERP
11 12 (8.63%) Data Transformation
11 12 (8.63%) DevOps
11 12 (8.63%) ITSM
11 12 (8.63%) Risk Management
11 12 (8.63%) Service Management
12 11 (7.91%) Data Analytics
12 11 (7.91%) Data Science
Programming Languages
1 47 (33.81%) SQL
2 23 (16.55%) PowerShell
3 13 (9.35%) T-SQL
4 10 (7.19%) Python
5 8 (5.76%) C#
5 8 (5.76%) JavaScript
6 5 (3.60%) C
6 5 (3.60%) Java
6 5 (3.60%) Ruby
6 5 (3.60%) Scala
7 4 (2.88%) Go
8 2 (1.44%) Bash Shell
8 2 (1.44%) Data Analysis Expressions (DAX)
8 2 (1.44%) PL/SQL
8 2 (1.44%) VB
8 2 (1.44%) VBA
9 1 (0.72%) PHP
9 1 (0.72%) R
Qualifications
1 10 (7.19%) Degree
2 5 (3.60%) AWS Certification
3 2 (1.44%) APMP
4 1 (0.72%) CIPD
4 1 (0.72%) CISSP
4 1 (0.72%) CRISC
4 1 (0.72%) DBS Check
4 1 (0.72%) PRINCE2 Certification
4 1 (0.72%) TOGAF Certification
Quality Assurance & Compliance
1 23 (16.55%) Data Quality
2 13 (9.35%) SLA
3 5 (3.60%) QA
4 2 (1.44%) Cyber Essentials
4 2 (1.44%) GDPR
4 2 (1.44%) ISO/IEC 27001
4 2 (1.44%) PMO
System Software
1 15 (10.79%) Active Directory
2 4 (2.88%) Active Directory Lightweight Directory Services
2 4 (2.88%) Docker
Systems Management
1 10 (7.19%) McAfee ePO
2 2 (1.44%) Ansible
2 2 (1.44%) Opscode Chef
2 2 (1.44%) Puppet
3 1 (0.72%) Hadoop YARN
Vendors
1 40 (28.78%) Microsoft
2 23 (16.55%) Oracle
3 10 (7.19%) Blue Prism
3 10 (7.19%) IBM
3 10 (7.19%) McAfee
3 10 (7.19%) UiPath
4 8 (5.76%) Citrix
4 8 (5.76%) SAP
5 6 (4.32%) Trillium
6 5 (3.60%) IFS
7 2 (1.44%) Nintex
7 2 (1.44%) Salesforce.com
8 1 (0.72%) Apteco
8 1 (0.72%) Epicor
8 1 (0.72%) Google
8 1 (0.72%) Infor
8 1 (0.72%) Sage