Period
to 18 November 2017

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

Data Management
Yorkshire > West Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 159 159 209
Rank change year-on-year 0 +50 -69
Permanent jobs citing Data Management 109 125 107
As % of all permanent IT jobs advertised in West Yorkshire 1.62% 1.63% 1.15%
As % of the Processes & Methodologies category 1.77% 1.79% 1.26%
Number of salaries quoted 86 83 95
West Yorkshire median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £30,375 £33,576 £26,500
90th Percentile £63,646 £88,000 £76,250
Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 6155 6987 8465
As % of all permanent IT jobs advertised in West Yorkshire 91.55% 91.05% 91.02%
Number of salaries quoted 5168 5991 6785
West Yorkshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £64,750 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +0.69%

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 18 November 2017.

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 18 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
Leeds +46 88 £40,000 -11.11% 9
Bradford -42 9 £57,500 +4.55% 2
Bingley - 3 £37,500 -
Wakefield +7 1 £42,500 -5.56%
Heckmondwike - 1 £29,227 -
Huddersfield - 1 £18,000 -
Data Management
Yorkshire

For the 6 months to 18 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 West Yorkshire region with a requirement for Data Management.

1 35 (32.11%) SAP
2 31 (28.44%) Master Data Management
3 30 (27.52%) SQL
3 30 (27.52%) SQL Server
4 26 (23.85%) Business Intelligence
5 24 (22.02%) Microsoft
5 24 (22.02%) Data Warehouse
6 22 (20.18%) Analytics
7 21 (19.27%) Retail
7 21 (19.27%) Management Information System
8 19 (17.43%) ETL
9 18 (16.51%) SQL Server Integration Services
10 17 (15.60%) NHS
11 16 (14.68%) SAS
11 16 (14.68%) Microsoft Excel
12 15 (13.76%) Finance
13 14 (12.84%) Stakeholder Management
13 14 (12.84%) SQL Server Reporting Services
13 14 (12.84%) Mentoring
14 13 (11.93%) Microsoft Office
15 12 (11.01%) SAP SD
15 12 (11.01%) Continuous Improvement
16 11 (10.09%) Data Governance
16 11 (10.09%) Coaching
16 11 (10.09%) SQL Server Analysis Services
16 11 (10.09%) Data Analysis
16 11 (10.09%) Agile Software Development
16 11 (10.09%) Project Management
16 11 (10.09%) T-SQL
17 10 (9.17%) IT Strategy

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 16 (14.68%) SAS
2 5 (4.59%) SharePoint
3 4 (3.67%) CMS
4 2 (1.83%) Umbraco
5 1 (0.92%) WebSphere
Applications
1 16 (14.68%) Microsoft Excel
2 13 (11.93%) Microsoft Office
3 1 (0.92%) MS Visio
Business Applications
1 12 (11.01%) SAP SD
2 7 (6.42%) Dynamics CRM
3 2 (1.83%) Magento
3 2 (1.83%) SAP Business One
4 1 (0.92%) SAP PLM
Cloud Services
1 3 (2.75%) Microsoft Azure
2 2 (1.83%) Google Analytics
3 1 (0.92%) CallidusCloud
3 1 (0.92%) MailChimp
3 1 (0.92%) PaaS
3 1 (0.92%) SaaS
Communications & Networking
1 2 (1.83%) Extranet
1 2 (1.83%) HTTP
1 2 (1.83%) Intranet
Database & Business Intelligence
1 30 (27.52%) SQL Server
2 24 (22.02%) Data Warehouse
3 18 (16.51%) SQL Server Integration Services
4 14 (12.84%) SQL Server Reporting Services
5 11 (10.09%) SQL Server Analysis Services
6 10 (9.17%) SQL Server 2012
7 9 (8.26%) SQL Server 2014
8 8 (7.34%) SAP Data Services
9 7 (6.42%) Data Mining
10 6 (5.50%) Riak
11 5 (4.59%) SQL Server 2016
12 3 (2.75%) BusinessObjects
12 3 (2.75%) Crystal Reports
12 3 (2.75%) Power BI
12 3 (2.75%) Relational Database
13 2 (1.83%) MarkLogic
13 2 (1.83%) OLAP
13 2 (1.83%) OLTP
13 2 (1.83%) SAS Enterprise Guide
13 2 (1.83%) SQL Server 2000
Development Applications
1 3 (2.75%) Team Foundation Server
2 2 (1.83%) Gatling
2 2 (1.83%) JMeter
2 2 (1.83%) LoadRunner
3 1 (0.92%) Oracle APEX
General
1 21 (19.27%) Retail
2 15 (13.76%) Finance
3 7 (6.42%) Marketing
4 5 (4.59%) Billing
4 5 (4.59%) Legal
5 4 (3.67%) General Ledger
5 4 (3.67%) Military
6 2 (1.83%) Back Office
6 2 (1.83%) Manufacturing
6 2 (1.83%) Publishing
Job Titles
1 44 (40.37%) Analyst
2 25 (22.94%) Data Manager
3 17 (15.60%) Business Analyst
4 14 (12.84%) Developer
4 14 (12.84%) SAP Analyst
5 12 (11.01%) SAP Business Analyst
6 11 (10.09%) Data Governance Analyst
6 11 (10.09%) Data Governance Manager
6 11 (10.09%) Governance Manager
7 8 (7.34%) Data Analyst
7 8 (7.34%) Systems Analyst
8 7 (6.42%) Architect
8 7 (6.42%) Solutions Architect
9 6 (5.50%) Data Warehouse Developer
9 6 (5.50%) Designer
9 6 (5.50%) Senior Analyst
9 6 (5.50%) Senior Designer
9 6 (5.50%) Systems Designer
10 5 (4.59%) Master Data Manager
11 4 (3.67%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 4 (3.67%) SailPoint
2 3 (2.75%) XML
3 2 (1.83%) SOAP
3 2 (1.83%) Web Services
4 1 (0.92%) CSS
4 1 (0.92%) HTML
4 1 (0.92%) JSON
4 1 (0.92%) MDX
Miscellaneous
1 21 (19.27%) Management Information System
2 17 (15.60%) NHS
3 10 (9.17%) Analytical Skills
4 7 (6.42%) Data Structures
5 3 (2.75%) Data Centre
5 3 (2.75%) Greenfield Project
6 2 (1.83%) Data Protection Act
6 2 (1.83%) Replication
6 2 (1.83%) Social Media
6 2 (1.83%) User Experience
6 2 (1.83%) Video Editing
7 1 (0.92%) Reference Data
Operating Systems
1 2 (1.83%) Windows
2 1 (0.92%) Linux
Processes & Methodologies
1 31 (28.44%) Master Data Management
2 26 (23.85%) Business Intelligence
3 22 (20.18%) Analytics
4 19 (17.43%) ETL
5 14 (12.84%) Mentoring
5 14 (12.84%) Stakeholder Management
6 12 (11.01%) Continuous Improvement
7 11 (10.09%) Agile Software Development
7 11 (10.09%) Coaching
7 11 (10.09%) Data Analysis
7 11 (10.09%) Data Governance
7 11 (10.09%) Project Management
8 10 (9.17%) CRM
8 10 (9.17%) Data Modelling
8 10 (9.17%) IT Strategy
9 9 (8.26%) Change Management
9 9 (8.26%) PLM
10 8 (7.34%) ETL Development
11 7 (6.42%) Performance Tuning
11 7 (6.42%) Statistical Modelling
Programming Languages
1 30 (27.52%) SQL
2 11 (10.09%) T-SQL
3 6 (5.50%) Python
4 4 (3.67%) C
5 3 (2.75%) VBA
6 1 (0.92%) C++
6 1 (0.92%) Data Analysis Expressions (DAX)
6 1 (0.92%) Java
6 1 (0.92%) JavaScript
6 1 (0.92%) PHP
6 1 (0.92%) PL/SQL
6 1 (0.92%) Tcl
Qualifications
1 6 (5.50%) Degree
2 5 (4.59%) MCSA
2 5 (4.59%) Microsoft Certification
3 3 (2.75%) MCP
4 2 (1.83%) ISEB
4 2 (1.83%) ISTQB
4 2 (1.83%) ITIL Foundation Certificate
4 2 (1.83%) MCSE
5 1 (0.92%) DBS Check
5 1 (0.92%) MCDBA
5 1 (0.92%) PRINCE2 Certification
5 1 (0.92%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (8.26%) Data Quality
2 5 (4.59%) GDPR
3 4 (3.67%) ISO/IEC 27001
3 4 (3.67%) PMO
4 2 (1.83%) HL7
4 2 (1.83%) ISO 9000
5 1 (0.92%) Cyber Essentials
5 1 (0.92%) QA
5 1 (0.92%) SLA
System Software
1 1 (0.92%) VMware Infrastructure
Systems Management
1 1 (0.92%) Backup Exec
1 1 (0.92%) EMC NetWorker
1 1 (0.92%) NetBackup
1 1 (0.92%) Simpana
Vendors
1 35 (32.11%) SAP
2 24 (22.02%) Microsoft
3 10 (9.17%) Oracle
4 5 (4.59%) Salesforce.com
5 4 (3.67%) Google
5 4 (3.67%) Tableau
5 4 (3.67%) Xerox
6 3 (2.75%) RedGate
6 3 (2.75%) Remedy
6 3 (2.75%) Siebel
7 1 (0.92%) Alteryx
7 1 (0.92%) Apple
7 1 (0.92%) Callidus
7 1 (0.92%) CommVault
7 1 (0.92%) IBM
7 1 (0.92%) Informatica
7 1 (0.92%) Nintex
7 1 (0.92%) Sybase
7 1 (0.92%) VMware