Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
England > Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 166 187 218
Rank change year-on-year +21 +31 -49
Permanent jobs citing Data Management 161 162 154
As % of all permanent IT jobs advertised in Yorkshire 1.63% 1.45% 1.17%
As % of the Processes & Methodologies category 1.81% 1.61% 1.30%
Number of salaries quoted 127 114 128
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £31,250 £31,250 £26,500
90th Percentile £61,250 £97,000 £71,875
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +2.94%

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 8883 10042 11835
As % of all permanent IT jobs advertised in Yorkshire 90.14% 89.67% 90.21%
Number of salaries quoted 7439 8453 9634
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,075
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 November 2017.

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 23 November 2017. 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 +6 114 £42,500 -6.59% 10
North Yorkshire +10 19 £42,500 +7.59%
South Yorkshire +33 18 £51,000 +67.21%
East Yorkshire -5 8 £50,000 +53.85%
Data Management
England

For the 6 months to 23 November 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Data Management.

1 57 (35.40%) SQL
2 51 (31.68%) SAP
3 49 (30.43%) Master Data Management
4 46 (28.57%) SQL Server
4 46 (28.57%) Business Intelligence
5 45 (27.95%) Data Warehouse
6 38 (23.60%) Analytics
7 34 (21.12%) Microsoft
7 34 (21.12%) Retail
8 33 (20.50%) SQL Server Integration Services
8 33 (20.50%) Data Modelling
9 32 (19.88%) ETL
10 31 (19.25%) SQL Server Reporting Services
11 28 (17.39%) Management Information System
11 28 (17.39%) Data Strategy
12 22 (13.66%) Finance
12 22 (13.66%) SQL Server Analysis Services
13 21 (13.04%) Migration
13 21 (13.04%) NHS
13 21 (13.04%) Mentoring
14 20 (12.42%) Analytical Skills
14 20 (12.42%) Stakeholder Management
15 19 (11.80%) Project Management
15 19 (11.80%) CRM
15 19 (11.80%) Agile Software Development
15 19 (11.80%) Data Analysis
15 19 (11.80%) Data Quality
16 18 (11.18%) Microsoft Excel
17 16 (9.94%) SAS
17 16 (9.94%) T-SQL

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 (9.94%) SAS
2 6 (3.73%) SharePoint
3 4 (2.48%) CMS
4 2 (1.24%) Umbraco
5 1 (0.62%) Mule
5 1 (0.62%) WebSphere
Applications
1 18 (11.18%) Microsoft Excel
2 12 (7.45%) Microsoft Office
3 1 (0.62%) MS Visio
Business Applications
1 13 (8.07%) SAP SD
2 7 (4.35%) Dynamics CRM
3 2 (1.24%) Magento
3 2 (1.24%) SAP Business One
3 2 (1.24%) SAP PLM
4 1 (0.62%) Aareon QL
4 1 (0.62%) Kypera Housing
4 1 (0.62%) MIS ActiveH
4 1 (0.62%) Northgate Housing
4 1 (0.62%) OPENHousing
4 1 (0.62%) Orchard Housing
4 1 (0.62%) Visualfiles
Cloud Services
1 8 (4.97%) Microsoft Azure
2 4 (2.48%) Amazon AWS
3 2 (1.24%) Google Analytics
4 1 (0.62%) CallidusCloud
4 1 (0.62%) MailChimp
4 1 (0.62%) Office 365
4 1 (0.62%) PaaS
4 1 (0.62%) SaaS
Communications & Networking
1 2 (1.24%) Extranet
1 2 (1.24%) HTTP
1 2 (1.24%) Intranet
Database & Business Intelligence
1 46 (28.57%) SQL Server
2 45 (27.95%) Data Warehouse
3 33 (20.50%) SQL Server Integration Services
4 31 (19.25%) SQL Server Reporting Services
5 22 (13.66%) SQL Server Analysis Services
6 13 (8.07%) SAP Data Services
7 12 (7.45%) Power BI
8 11 (6.83%) SQL Server 2012
9 10 (6.21%) SQL Server 2014
10 9 (5.59%) SQL Server 2016
11 7 (4.35%) Data Mining
11 7 (4.35%) Relational Database
11 7 (4.35%) SAP HANA
12 6 (3.73%) Riak
13 4 (2.48%) QlikView
13 4 (2.48%) SQL CLR
14 3 (1.86%) BusinessObjects
14 3 (1.86%) Crystal Reports
14 3 (1.86%) SQL Server 2000
15 2 (1.24%) SAP BW
Development Applications
1 7 (4.35%) Team Foundation Server
2 4 (2.48%) ERwin
2 4 (2.48%) Octopus Deploy
2 4 (2.48%) Visual Studio
3 2 (1.24%) Gatling
3 2 (1.24%) JMeter
3 2 (1.24%) LoadRunner
4 1 (0.62%) Oracle APEX
General
1 34 (21.12%) Retail
2 22 (13.66%) Finance
3 7 (4.35%) Manufacturing
3 7 (4.35%) Marketing
4 6 (3.73%) Games
4 6 (3.73%) Legal
5 5 (3.11%) Billing
6 4 (2.48%) General Ledger
6 4 (2.48%) Military
7 2 (1.24%) Publishing
8 1 (0.62%) Back Office
8 1 (0.62%) Local Government
Job Titles
1 56 (34.78%) Analyst
2 29 (18.01%) Data Manager
3 26 (16.15%) Developer
4 24 (14.91%) Business Analyst
5 22 (13.66%) Architect
6 18 (11.18%) SAP Analyst
7 13 (8.07%) SAP Business Analyst
8 12 (7.45%) Business Intelligence Developer
9 11 (6.83%) Data Analyst
9 11 (6.83%) Data Architect
9 11 (6.83%) Data Governance Analyst
9 11 (6.83%) Data Governance Manager
9 11 (6.83%) Governance Manager
9 11 (6.83%) Solutions Architect
10 9 (5.59%) SQL Developer
11 8 (4.97%) Business Developer
11 8 (4.97%) Master Data Manager
12 7 (4.35%) SSIS Developer
12 7 (4.35%) Systems Analyst
13 6 (3.73%) Systems Designer
Libraries, Frameworks & Software Standards
1 7 (4.35%) .NET
2 5 (3.11%) Middleware
2 5 (3.11%) Web Services
3 4 (2.48%) SailPoint
4 3 (1.86%) Java EE
4 3 (1.86%) XML
5 2 (1.24%) Node.js
5 2 (1.24%) SOAP
6 1 (0.62%) CSS
6 1 (0.62%) HTML
6 1 (0.62%) JSON
6 1 (0.62%) MDX
Miscellaneous
1 28 (17.39%) Management Information System
2 21 (13.04%) NHS
3 20 (12.42%) Analytical Skills
4 9 (5.59%) Data Structures
5 7 (4.35%) Data Centre
6 3 (1.86%) Enterprise Software
6 3 (1.86%) Greenfield Project
6 3 (1.86%) Mobile App
6 3 (1.86%) Replication
7 2 (1.24%) Data Protection Act
7 2 (1.24%) Social Media
7 2 (1.24%) User Experience
7 2 (1.24%) Video Editing
8 1 (0.62%) Reference Data
Operating Systems
1 4 (2.48%) Linux
2 3 (1.86%) Windows
Processes & Methodologies
1 49 (30.43%) Master Data Management
2 46 (28.57%) Business Intelligence
3 38 (23.60%) Analytics
4 33 (20.50%) Data Modelling
5 32 (19.88%) ETL
6 28 (17.39%) Data Strategy
7 21 (13.04%) Mentoring
7 21 (13.04%) Migration
8 20 (12.42%) Stakeholder Management
9 19 (11.80%) Agile Software Development
9 19 (11.80%) CRM
9 19 (11.80%) Data Analysis
9 19 (11.80%) Project Management
10 16 (9.94%) Data Governance
10 16 (9.94%) PLM
11 15 (9.32%) Business Analysis
12 13 (8.07%) Coaching
12 13 (8.07%) SDLC
13 12 (7.45%) Continuous Improvement
13 12 (7.45%) Enterprise Architecture
Programming Languages
1 57 (35.40%) SQL
2 16 (9.94%) T-SQL
3 11 (6.83%) C#
4 8 (4.97%) Python
5 5 (3.11%) Java
6 4 (2.48%) C
6 4 (2.48%) PowerShell
6 4 (2.48%) R
7 3 (1.86%) JavaScript
7 3 (1.86%) VBA
8 2 (1.24%) ABAP
8 2 (1.24%) PHP
9 1 (0.62%) C++
9 1 (0.62%) Data Analysis Expressions (DAX)
9 1 (0.62%) PL/SQL
9 1 (0.62%) Ruby
9 1 (0.62%) Tcl
Qualifications
1 8 (4.97%) Degree
1 8 (4.97%) Microsoft Certification
2 6 (3.73%) MCSA
3 3 (1.86%) ISEB
3 3 (1.86%) MCP
3 3 (1.86%) MCSE
4 2 (1.24%) ISTQB
4 2 (1.24%) ITIL Foundation Certificate
4 2 (1.24%) MCSD
4 2 (1.24%) VMware Certified Professional (VCP)
5 1 (0.62%) MCDBA
5 1 (0.62%) PRINCE2 Certification
Quality Assurance & Compliance
1 19 (11.80%) Data Quality
2 5 (3.11%) GDPR
3 4 (2.48%) ISO/IEC 27001
3 4 (2.48%) PMO
4 2 (1.24%) HL7
4 2 (1.24%) ISO 9000
4 2 (1.24%) QA
5 1 (0.62%) Cyber Essentials
5 1 (0.62%) SLA
System Software
1 6 (3.73%) VMware Infrastructure
2 4 (2.48%) Active Directory
3 1 (0.62%) Docker
Systems Management
1 2 (1.24%) Backup Exec
1 2 (1.24%) EMC NetWorker
1 2 (1.24%) NetBackup
1 2 (1.24%) Simpana
2 1 (0.62%) Ansible
2 1 (0.62%) Opscode Chef
2 1 (0.62%) Puppet
2 1 (0.62%) Terraform
Vendors
1 51 (31.68%) SAP
2 34 (21.12%) Microsoft
3 11 (6.83%) Oracle
4 9 (5.59%) Tableau
5 7 (4.35%) RedGate
6 6 (3.73%) Salesforce.com
6 6 (3.73%) Sybase
6 6 (3.73%) VMware
7 4 (2.48%) Google
7 4 (2.48%) Xerox
8 3 (1.86%) Remedy
8 3 (1.86%) Siebel
9 2 (1.24%) CommVault
10 1 (0.62%) Apple
10 1 (0.62%) CA
10 1 (0.62%) Capita
10 1 (0.62%) Civica
10 1 (0.62%) IBM
10 1 (0.62%) Informatica
10 1 (0.62%) Northgate