The following table provides summary statistics for contract job vacancies advertised in 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 24 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
England / Yorkshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 89 74 93
Rank change year-on-year -15 +19  
Contract jobs citing Data Management 36 73 52
As % of all contract IT jobs advertised in Yorkshire 1.81% 2.59% 1.77%
As % of the Processes & Methodologies category 2.15% 3.00% 2.11%
Number of daily rates quoted 23 50 35
Median daily rate £426 £500 £400
Median daily rate % change year-on-year -14.75% +25.00%  
90% offered a daily rate of more than £200 £386 £287
10% offered a daily rate of more than £586 £703 £516
UK excluding London median daily rate £439 £438 £430
% change year-on-year +0.28% +1.74%  
Number of hourly rates quoted 2 0 0
Median hourly rate £18.00 - -
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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1678 2437 2459
As % of all contract IT job vacancies advertised in Yorkshire 84.41% 86.57% 83.67%
Number of daily rates quoted 1103 1695 1712
Median daily rate £413 £425 £365
Median daily rate % change year-on-year -2.94% +16.43%  
90% offered a daily rate of more than £300 £313 £275
10% offered a daily rate of more than £544 £570 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 48 34 54
Median hourly rate £16.00 £15.50 £16.72
Median hourly rate % change year-on-year +3.22% -7.29%  
90% offered a hourly rate of more than £9.16 £10.52 £10.50
10% offered a hourly rate of more than £28.27 £23.50 £45.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Management
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Data Management
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Management in Yorkshire

Data Management
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Management in Yorkshire over the 3 months to 24 June 2017.

Contractor daily rate histogram for Data Management in Yorkshire

Data Management
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Management in Yorkshire

Data Management
Contract Job Locations in 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 Yorkshire region over the 3 months to 24 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
West Yorkshire -10 25 £428 -14.50% 7
East Yorkshire - 6 £180 -
North Yorkshire +10 2 £326 -5.43% 2
South Yorkshire 0 1 - - 1
Data Management
England

For the 6 months to 24 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 Yorkshire region with a requirement for Data Management.

1 22 (40.00%) Data Quality
2 18 (32.73%) Finance
3 16 (29.09%) Agile Software Development
4 15 (27.27%) Data Modelling
4 15 (27.27%) Degree
5 11 (20.00%) SQL
5 11 (20.00%) Oracle
5 11 (20.00%) Master Data Management
6 10 (18.18%) SAP
6 10 (18.18%) SAS
6 10 (18.18%) TOGAF
7 9 (16.36%) Python
7 9 (16.36%) Flask
7 9 (16.36%) Analytics
7 9 (16.36%) Mathematics
7 9 (16.36%) Continuous Integration
8 8 (14.55%) Riak
8 8 (14.55%) Ansible
8 8 (14.55%) Stakeholder Engagement
8 8 (14.55%) SQL Server
8 8 (14.55%) Microsoft
9 7 (12.73%) Management Information System
9 7 (12.73%) Migration
9 7 (12.73%) NHS
9 7 (12.73%) Data Warehouse
9 7 (12.73%) Enterprise Architecture
10 6 (10.91%) User Stories
10 6 (10.91%) ERP
10 6 (10.91%) Business Intelligence
10 6 (10.91%) Change 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 10 (18.18%) SAS
2 2 (3.64%) Oracle SOA Suite
3 1 (1.82%) Apache
3 1 (1.82%) CMS
3 1 (1.82%) Confluence
3 1 (1.82%) IIS
3 1 (1.82%) OpenStack
Applications
1 3 (5.45%) Microsoft Excel
2 2 (3.64%) Microsoft Office
2 2 (3.64%) MS Visio
3 1 (1.82%) Spreadsheet
Business Applications
1 4 (7.27%) SAP ERP
2 3 (5.45%) Dynamics AX
3 2 (3.64%) Dynamics CRM
3 2 (3.64%) Oracle EBS
3 2 (3.64%) Oracle EBS R12
3 2 (3.64%) SAP IS-U
4 1 (1.82%) Cognos TM1
4 1 (1.82%) Oracle ASCP
4 1 (1.82%) Primavera
4 1 (1.82%) Teamcenter
Cloud Services
1 3 (5.45%) IaaS
1 3 (5.45%) PaaS
1 3 (5.45%) SaaS
2 2 (3.64%) Amazon AWS
2 2 (3.64%) Microsoft Azure
3 1 (1.82%) Google Analytics
3 1 (1.82%) Google Tag Manager
3 1 (1.82%) IBM Blueworks
Communications & Networking
1 2 (3.64%) Extranet
1 2 (3.64%) Intranet
Database & Business Intelligence
1 8 (14.55%) Riak
1 8 (14.55%) SQL Server
2 7 (12.73%) Data Warehouse
3 5 (9.09%) BusinessObjects
3 5 (9.09%) Data Mining
4 4 (7.27%) Relational Database
5 3 (5.45%) Big Data
5 3 (5.45%) DTS
5 3 (5.45%) MongoDB
5 3 (5.45%) MS Access
6 2 (3.64%) Business Intelligence Development Studio
6 2 (3.64%) Hadoop
6 2 (3.64%) MySQL
6 2 (3.64%) NoSQL
6 2 (3.64%) OLAP
6 2 (3.64%) PostgreSQL
6 2 (3.64%) QlikView
6 2 (3.64%) RDBMS
6 2 (3.64%) SAS Enterprise Guide
6 2 (3.64%) SQL Server 2005
Development Applications
1 3 (5.45%) Toad
2 1 (1.82%) Git (software)
2 1 (1.82%) JIRA
2 1 (1.82%) Team Foundation Server
General
1 18 (32.73%) Finance
2 4 (7.27%) Banking
2 4 (7.27%) Retail
3 3 (5.45%) Billing
3 3 (5.45%) Manufacturing
3 3 (5.45%) Marketing
4 2 (3.64%) Pharmaceutical
5 1 (1.82%) Corporate Banking
5 1 (1.82%) Legal
Job Titles
1 20 (36.36%) Analyst
2 17 (30.91%) Architect
3 12 (21.82%) Data Analyst
4 8 (14.55%) Technical Architect
5 5 (9.09%) Technical Analyst
6 4 (7.27%) Business Analyst
6 4 (7.27%) Data Architect
6 4 (7.27%) Data Quality Analyst
6 4 (7.27%) Quality Analyst
6 4 (7.27%) Solutions Architect
7 3 (5.45%) Data Manager
7 3 (5.45%) Developer
8 2 (3.64%) Data Governance Manager
8 2 (3.64%) Enterprise Data Architect
8 2 (3.64%) Governance Manager
8 2 (3.64%) IT Manager
8 2 (3.64%) Risk Analyst
8 2 (3.64%) SAS Analyst
8 2 (3.64%) SQL Developer
8 2 (3.64%) Test Manager
Libraries, Frameworks & Software Standards
1 9 (16.36%) Flask
2 5 (9.09%) Web Services
3 2 (3.64%) XML
4 1 (1.82%) CSS
4 1 (1.82%) HTML
4 1 (1.82%) jQuery
4 1 (1.82%) JSON
4 1 (1.82%) MSMQ
Miscellaneous
1 7 (12.73%) Management Information System
1 7 (12.73%) NHS
2 5 (9.09%) Credit Risk
3 4 (7.27%) Data Structures
4 3 (5.45%) Analytical Skills
5 2 (3.64%) Enterprise Storage
5 2 (3.64%) Hybrid Cloud
5 2 (3.64%) Mobile App
5 2 (3.64%) Reference Data
5 2 (3.64%) Tandem
5 2 (3.64%) Virtual Team
6 1 (1.82%) Digital Media
6 1 (1.82%) Market Risk
6 1 (1.82%) W3C
Operating Systems
1 4 (7.27%) Windows
2 3 (5.45%) Linux
3 1 (1.82%) Red Hat Enterprise Linux
3 1 (1.82%) Windows Server 2008
3 1 (1.82%) Windows Server 2012
Processes & Methodologies
1 16 (29.09%) Agile Software Development
2 15 (27.27%) Data Modelling
3 11 (20.00%) Master Data Management
4 10 (18.18%) TOGAF
5 9 (16.36%) Analytics
5 9 (16.36%) Continuous Integration
5 9 (16.36%) Mathematics
6 8 (14.55%) Stakeholder Engagement
7 7 (12.73%) Enterprise Architecture
7 7 (12.73%) Migration
8 6 (10.91%) Business Intelligence
8 6 (10.91%) Change Management
8 6 (10.91%) ERP
8 6 (10.91%) User Stories
9 5 (9.09%) Data Governance
9 5 (9.09%) Data Strategy
9 5 (9.09%) ETL
10 4 (7.27%) Data Security
10 4 (7.27%) Project Management
10 4 (7.27%) SOA
Programming Languages
1 11 (20.00%) SQL
2 9 (16.36%) Python
3 5 (9.09%) VBA
4 3 (5.45%) VB
5 2 (3.64%) T-SQL
6 1 (1.82%) JavaScript
Qualifications
1 15 (27.27%) Degree
2 6 (10.91%) Master's Degree
3 4 (7.27%) Security Cleared
4 2 (3.64%) SC Cleared
5 1 (1.82%) AWS Certification
5 1 (1.82%) BPSS Clearance
5 1 (1.82%) CCDP
5 1 (1.82%) CCNP
5 1 (1.82%) Chartered Engineer
5 1 (1.82%) Cisco Certification
5 1 (1.82%) CISM
5 1 (1.82%) CISSP
5 1 (1.82%) ITIL Certification
5 1 (1.82%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 22 (40.00%) Data Quality
2 5 (9.09%) QA
3 1 (1.82%) Disclosure Scotland
3 1 (1.82%) GDPR
3 1 (1.82%) ISO 9001
3 1 (1.82%) ISO/IEC 27001
System Software
1 2 (3.64%) Hyper-V
2 1 (1.82%) Active Directory
2 1 (1.82%) Microsoft App-V
2 1 (1.82%) Virtual Desktop
2 1 (1.82%) Virtual Machines
2 1 (1.82%) VMware Infrastructure
Systems Management
1 8 (14.55%) Ansible
2 2 (3.64%) Oracle EDQ
3 1 (1.82%) Puppet
3 1 (1.82%) SCCM
3 1 (1.82%) SCOM
3 1 (1.82%) Terraform
Vendors
1 11 (20.00%) Oracle
2 10 (18.18%) SAP
3 8 (14.55%) Microsoft
4 4 (7.27%) DataFlux
5 3 (5.45%) Ariba
5 3 (5.45%) Informatica
6 2 (3.64%) Cisco
7 1 (1.82%) Ab Initio
7 1 (1.82%) Cognos
7 1 (1.82%) Google
7 1 (1.82%) NetApp
7 1 (1.82%) Red Hat
7 1 (1.82%) Salesforce.com
7 1 (1.82%) Trillium
7 1 (1.82%) VMware