Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 134 172 192
Rank change year-on-year +38 +20 -23
Permanent jobs citing Data Management 93 61 82
As % of all permanent IT jobs advertised in Leeds 1.87% 1.13% 1.18%
As % of the Processes & Methodologies category 2.02% 1.25% 1.29%
Number of salaries quoted 68 54 71
Leeds median annual salary £40,750 £45,000 £42,000
Median salary % change year-on-year -9.44% +7.14% +1.20%
10th Percentile £31,250 £36,250 £26,250
90th Percentile £61,813 £62,500 £65,000
West Yorkshire median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% +6.25%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4596 4891 6374
As % of all permanent IT jobs advertised in Leeds 92.25% 90.61% 91.96%
Number of salaries quoted 3862 4186 5074
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Management
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Management in Leeds

Data Management
Salary Trend in Leeds

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

Salary trend for Data Management in Leeds

Data Management
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Management in Leeds over the 6 months to 21 November 2017.

Salary histogram for Data Management in Leeds

For the 6 months to 21 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 Leeds region with a requirement for Data Management.

1 34 (36.56%) SAP
2 30 (32.26%) Master Data Management
3 28 (30.11%) SQL Server
4 27 (29.03%) SQL
5 23 (24.73%) Business Intelligence
6 22 (23.66%) Data Warehouse
7 20 (21.51%) Analytics
8 19 (20.43%) Microsoft
9 18 (19.35%) ETL
9 18 (19.35%) SQL Server Integration Services
10 17 (18.28%) Management Information System
10 17 (18.28%) NHS
11 16 (17.20%) SAS
11 16 (17.20%) Mentoring
12 15 (16.13%) Microsoft Excel
12 15 (16.13%) Retail
13 14 (15.05%) SQL Server Reporting Services
14 13 (13.98%) Microsoft Office
15 12 (12.90%) SAP SD
15 12 (12.90%) Finance
16 11 (11.83%) T-SQL
16 11 (11.83%) Oracle
16 11 (11.83%) Coaching
17 10 (10.75%) IT Strategy
17 10 (10.75%) SQL Server Analysis Services
17 10 (10.75%) Project Management
17 10 (10.75%) PLM
17 10 (10.75%) Agile Software Development
18 9 (9.68%) Data Analysis
18 9 (9.68%) Change Management

Data Management
Co-occurring IT Skills in Leeds 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 (17.20%) SAS
2 5 (5.38%) SharePoint
3 4 (4.30%) CMS
4 2 (2.15%) Umbraco
5 1 (1.08%) Mule
5 1 (1.08%) WebSphere
Applications
1 15 (16.13%) Microsoft Excel
2 13 (13.98%) Microsoft Office
3 1 (1.08%) MS Visio
Business Applications
1 12 (12.90%) SAP SD
2 5 (5.38%) Dynamics CRM
3 2 (2.15%) Magento
3 2 (2.15%) SAP Business One
3 2 (2.15%) SAP PLM
Cloud Services
1 2 (2.15%) Google Analytics
2 1 (1.08%) CallidusCloud
2 1 (1.08%) MailChimp
2 1 (1.08%) Microsoft Azure
2 1 (1.08%) PaaS
2 1 (1.08%) SaaS
Communications & Networking
1 2 (2.15%) HTTP
Database & Business Intelligence
1 28 (30.11%) SQL Server
2 22 (23.66%) Data Warehouse
3 18 (19.35%) SQL Server Integration Services
4 14 (15.05%) SQL Server Reporting Services
5 10 (10.75%) SQL Server Analysis Services
6 9 (9.68%) SQL Server 2012
7 8 (8.60%) SQL Server 2014
8 7 (7.53%) Data Mining
8 7 (7.53%) SAP Data Services
9 6 (6.45%) Riak
9 6 (6.45%) SQL Server 2016
10 3 (3.23%) BusinessObjects
10 3 (3.23%) Crystal Reports
10 3 (3.23%) Power BI
10 3 (3.23%) SQL Server 2000
11 2 (2.15%) SAS Enterprise Guide
11 2 (2.15%) SAS Enterprise Miner
12 1 (1.08%) Big Data
12 1 (1.08%) Microsoft Analysis Services
12 1 (1.08%) Oracle Database 11g
Development Applications
1 3 (3.23%) Team Foundation Server
2 2 (2.15%) Gatling
2 2 (2.15%) JMeter
2 2 (2.15%) LoadRunner
3 1 (1.08%) Oracle APEX
General
1 15 (16.13%) Retail
2 12 (12.90%) Finance
3 7 (7.53%) Marketing
4 5 (5.38%) Billing
5 4 (4.30%) General Ledger
5 4 (4.30%) Military
6 2 (2.15%) Back Office
6 2 (2.15%) Legal
Job Titles
1 41 (44.09%) Analyst
2 17 (18.28%) Business Analyst
3 15 (16.13%) Data Manager
4 14 (15.05%) SAP Analyst
5 12 (12.90%) Developer
5 12 (12.90%) SAP Business Analyst
6 7 (7.53%) Systems Analyst
7 6 (6.45%) Architect
7 6 (6.45%) Data Analyst
7 6 (6.45%) Designer
7 6 (6.45%) Senior Analyst
7 6 (6.45%) Senior Designer
7 6 (6.45%) Systems Designer
8 5 (5.38%) Data Warehouse Developer
8 5 (5.38%) Solutions Architect
9 4 (4.30%) Business Systems Analyst
9 4 (4.30%) ETL Developer
9 4 (4.30%) Report Analyst
9 4 (4.30%) Senior Business Analyst
9 4 (4.30%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (4.30%) SailPoint
2 3 (3.23%) XML
3 2 (2.15%) SOAP
4 1 (1.08%) CSS
4 1 (1.08%) HTML
4 1 (1.08%) JSON
4 1 (1.08%) MDX
Miscellaneous
1 17 (18.28%) Management Information System
1 17 (18.28%) NHS
2 7 (7.53%) Analytical Skills
3 6 (6.45%) Data Structures
4 3 (3.23%) Data Centre
4 3 (3.23%) Replication
5 2 (2.15%) Social Media
5 2 (2.15%) User Experience
5 2 (2.15%) Video Editing
6 1 (1.08%) Greenfield Project
6 1 (1.08%) Reference Data
Operating Systems
1 2 (2.15%) Windows
2 1 (1.08%) Linux
Processes & Methodologies
1 30 (32.26%) Master Data Management
2 23 (24.73%) Business Intelligence
3 20 (21.51%) Analytics
4 18 (19.35%) ETL
5 16 (17.20%) Mentoring
6 11 (11.83%) Coaching
7 10 (10.75%) Agile Software Development
7 10 (10.75%) IT Strategy
7 10 (10.75%) PLM
7 10 (10.75%) Project Management
8 9 (9.68%) Change Management
8 9 (9.68%) Data Analysis
9 8 (8.60%) CRM
9 8 (8.60%) Data Modelling
10 7 (7.53%) Business Analysis
10 7 (7.53%) Business Transformation
10 7 (7.53%) ETL Development
10 7 (7.53%) Statistical Modelling
11 6 (6.45%) Data Extraction
11 6 (6.45%) Stakeholder Engagement
Programming Languages
1 27 (29.03%) SQL
2 11 (11.83%) T-SQL
3 6 (6.45%) Python
4 4 (4.30%) C
5 3 (3.23%) VBA
6 1 (1.08%) Data Analysis Expressions (DAX)
6 1 (1.08%) JavaScript
6 1 (1.08%) PL/SQL
6 1 (1.08%) Tcl
Qualifications
1 5 (5.38%) Degree
1 5 (5.38%) MCSA
1 5 (5.38%) Microsoft Certification
2 3 (3.23%) MCP
3 2 (2.15%) ISEB
3 2 (2.15%) ISTQB
3 2 (2.15%) ITIL Foundation Certificate
3 2 (2.15%) MCSE
4 1 (1.08%) MCDBA
4 1 (1.08%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 7 (7.53%) Data Quality
2 4 (4.30%) PMO
3 2 (2.15%) HL7
3 2 (2.15%) ISO 9000
4 1 (1.08%) Cyber Essentials
4 1 (1.08%) ISO/IEC 27001
4 1 (1.08%) QA
4 1 (1.08%) SLA
System Software
1 1 (1.08%) VMware Infrastructure
Systems Management
1 1 (1.08%) Backup Exec
1 1 (1.08%) EMC NetWorker
1 1 (1.08%) NetBackup
1 1 (1.08%) Simpana
Vendors
1 34 (36.56%) SAP
2 19 (20.43%) Microsoft
3 11 (11.83%) Oracle
4 5 (5.38%) Salesforce.com
5 4 (4.30%) Google
5 4 (4.30%) Xerox
6 3 (3.23%) RedGate
6 3 (3.23%) Remedy
6 3 (3.23%) Siebel
6 3 (3.23%) Tableau
7 1 (1.08%) Apple
7 1 (1.08%) Callidus
7 1 (1.08%) CommVault
7 1 (1.08%) IBM
7 1 (1.08%) Informatica
7 1 (1.08%) MuleSoft
7 1 (1.08%) Nintex
7 1 (1.08%) Sybase
7 1 (1.08%) VMware