The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
Yorkshire / West Yorkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 75 67 88
Rank change year-on-year -8 +21  
Contract jobs citing Data Management 25 56 39
As % of all contract IT jobs advertised in West Yorkshire 1.76% 2.76% 1.85%
As % of the Processes & Methodologies category 2.02% 3.14% 2.14%
Number of daily rates quoted 17 37 23
Median daily rate £426 £450 £385
Median daily rate % change year-on-year -5.27% +16.88%  
90% offered a daily rate of more than £210 £396 £277
10% offered a daily rate of more than £571 £575 £477
UK excluding London median daily rate £438 £440 £430
% change year-on-year -0.56% +2.32%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.00 £16.09 £35.00
% change year-on-year +11.87% -54.02%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in West Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1236 1782 1822
As % of all contract IT job vacancies advertised in West Yorkshire 86.80% 87.83% 86.31%
Number of daily rates quoted 831 1238 1287
Median daily rate £403 £425 £360
Median daily rate % change year-on-year -5.29% +18.05%  
90% offered a daily rate of more than £310 £313 £275
10% offered a daily rate of more than £525 £550 £500
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 28 18 34
Median hourly rate £10.89 £14.50 £19.50
Median hourly rate % change year-on-year -24.93% -25.64%  
90% offered a hourly rate of more than £8.79 £10.20 £10.60
10% offered a hourly rate of more than £28.02 £170.00 £45.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Management
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire citing Data Management as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in West Yorkshire

Data Management
Contractor Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in West Yorkshire.

Contractor daily rate trend for Data Management in West Yorkshire

Data Management
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Management in West Yorkshire over the 3 months to 22 June 2017.

Contractor daily rate histogram for Data Management in West Yorkshire

Data Management
Contractor Hourly Rate Trend in West Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in West Yorkshire.

Contractor hourly rate trend for Data Management in West Yorkshire

Data Management
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Management within the West Yorkshire region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -15 20 £425 -15.00% 6
Halifax +7 3 £435 -0.57%
Bradford +5 3 £210 -16.83%
Data Management
Yorkshire

For the 6 months to 22 June 2017, IT contractor 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 contract ads across the West Yorkshire region with a requirement for Data Management.

1 16 (40.00%) Data Quality
2 15 (37.50%) Finance
3 12 (30.00%) Agile Software Development
4 11 (27.50%) Data Modelling
5 10 (25.00%) SAS
5 10 (25.00%) SQL
6 9 (22.50%) Degree
7 8 (20.00%) Mathematics
7 8 (20.00%) Continuous Integration
7 8 (20.00%) TOGAF
7 8 (20.00%) Oracle
7 8 (20.00%) Python
7 8 (20.00%) Analytics
7 8 (20.00%) Flask
8 7 (17.50%) Riak
8 7 (17.50%) Stakeholder Engagement
8 7 (17.50%) Ansible
9 6 (15.00%) Enterprise Architecture
9 6 (15.00%) Management Information System
9 6 (15.00%) NHS
9 6 (15.00%) Data Warehouse
9 6 (15.00%) SQL Server
10 5 (12.50%) VBA
10 5 (12.50%) Business Intelligence
10 5 (12.50%) Microsoft
10 5 (12.50%) BusinessObjects
10 5 (12.50%) Credit Risk
10 5 (12.50%) Master's Degree
10 5 (12.50%) Data Governance
10 5 (12.50%) Master Data Management

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 10 (25.00%) SAS
2 2 (5.00%) Oracle SOA Suite
3 1 (2.50%) Apache
3 1 (2.50%) CMS
3 1 (2.50%) IIS
Applications
1 2 (5.00%) Microsoft Excel
1 2 (5.00%) Microsoft Office
1 2 (5.00%) MS Visio
2 1 (2.50%) Spreadsheet
Business Applications
1 2 (5.00%) SAP IS-U
2 1 (2.50%) Dynamics CRM
2 1 (2.50%) Oracle EBS
2 1 (2.50%) Oracle EBS R12
Cloud Services
1 2 (5.00%) IaaS
1 2 (5.00%) PaaS
1 2 (5.00%) SaaS
2 1 (2.50%) Google Analytics
2 1 (2.50%) Google Tag Manager
2 1 (2.50%) IBM Blueworks
2 1 (2.50%) Microsoft Azure
Communications & Networking
1 1 (2.50%) Extranet
1 1 (2.50%) Intranet
Database & Business Intelligence
1 7 (17.50%) Riak
2 6 (15.00%) Data Warehouse
2 6 (15.00%) SQL Server
3 5 (12.50%) BusinessObjects
4 4 (10.00%) Data Mining
4 4 (10.00%) Relational Database
5 3 (7.50%) Big Data
5 3 (7.50%) DTS
5 3 (7.50%) MS Access
6 2 (5.00%) Business Intelligence Development Studio
6 2 (5.00%) Enterprise Data Warehouse
6 2 (5.00%) Hadoop
6 2 (5.00%) MongoDB
6 2 (5.00%) NoSQL
6 2 (5.00%) PostgreSQL
6 2 (5.00%) QlikView
6 2 (5.00%) RDBMS
6 2 (5.00%) SAS Enterprise Guide
6 2 (5.00%) SQL Server 2005
7 1 (2.50%) SAS Visual Analytics
Development Applications
1 3 (7.50%) Toad
General
1 15 (37.50%) Finance
2 4 (10.00%) Retail
3 3 (7.50%) Banking
3 3 (7.50%) Billing
4 2 (5.00%) Marketing
5 1 (2.50%) Corporate Banking
5 1 (2.50%) Manufacturing
5 1 (2.50%) Pharmaceutical
Job Titles
1 14 (35.00%) Analyst
2 13 (32.50%) Architect
3 7 (17.50%) Data Analyst
3 7 (17.50%) Technical Architect
4 5 (12.50%) Technical Analyst
5 4 (10.00%) Data Architect
6 3 (7.50%) Business Analyst
6 3 (7.50%) Data Manager
7 2 (5.00%) Data Governance Analyst
7 2 (5.00%) Data Governance Manager
7 2 (5.00%) Developer
7 2 (5.00%) Enterprise Architect
7 2 (5.00%) Enterprise Data Architect
7 2 (5.00%) Governance Manager
7 2 (5.00%) Risk Analyst
7 2 (5.00%) SAS Analyst
7 2 (5.00%) Solutions Architect
7 2 (5.00%) SQL Developer
7 2 (5.00%) Test Manager
8 1 (2.50%) SAS Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 8 (20.00%) Flask
2 3 (7.50%) Web Services
3 2 (5.00%) XML
4 1 (2.50%) CSS
4 1 (2.50%) HTML
4 1 (2.50%) jQuery
4 1 (2.50%) JSON
4 1 (2.50%) MSMQ
Miscellaneous
1 6 (15.00%) Management Information System
1 6 (15.00%) NHS
2 5 (12.50%) Credit Risk
3 4 (10.00%) Data Structures
4 3 (7.50%) Analytical Skills
5 2 (5.00%) Enterprise Storage
5 2 (5.00%) Hybrid Cloud
5 2 (5.00%) Reference Data
6 1 (2.50%) Digital Media
6 1 (2.50%) Market Risk
6 1 (2.50%) Mobile App
6 1 (2.50%) Virtual Team
6 1 (2.50%) W3C
Operating Systems
1 3 (7.50%) Windows
2 1 (2.50%) Linux
Processes & Methodologies
1 12 (30.00%) Agile Software Development
2 11 (27.50%) Data Modelling
3 8 (20.00%) Analytics
3 8 (20.00%) Continuous Integration
3 8 (20.00%) Mathematics
3 8 (20.00%) TOGAF
4 7 (17.50%) Stakeholder Engagement
5 6 (15.00%) Enterprise Architecture
6 5 (12.50%) Business Intelligence
6 5 (12.50%) Data Governance
6 5 (12.50%) Master Data Management
6 5 (12.50%) User Stories
7 4 (10.00%) Business Analysis
7 4 (10.00%) Data Analysis
7 4 (10.00%) Data Analytics
7 4 (10.00%) ETL
7 4 (10.00%) Statistics
8 3 (7.50%) Data Security
8 3 (7.50%) SOA
8 3 (7.50%) Stakeholder Management
Programming Languages
1 10 (25.00%) SQL
2 8 (20.00%) Python
3 5 (12.50%) VBA
4 3 (7.50%) VB
5 2 (5.00%) T-SQL
6 1 (2.50%) JavaScript
Qualifications
1 9 (22.50%) Degree
2 5 (12.50%) Master's Degree
3 2 (5.00%) Security Cleared
4 1 (2.50%) BPSS Clearance
Quality Assurance & Compliance
1 16 (40.00%) Data Quality
2 2 (5.00%) QA
3 1 (2.50%) Disclosure Scotland
3 1 (2.50%) GDPR
3 1 (2.50%) ISO 9001
3 1 (2.50%) ISO/IEC 27001
Systems Management
1 7 (17.50%) Ansible
2 2 (5.00%) Oracle EDQ
3 1 (2.50%) SCOM
Vendors
1 8 (20.00%) Oracle
2 5 (12.50%) Microsoft
3 4 (10.00%) DataFlux
3 4 (10.00%) SAP
4 1 (2.50%) Ab Initio
4 1 (2.50%) Google
4 1 (2.50%) Informatica
4 1 (2.50%) Salesforce.com
4 1 (2.50%) Trillium