Period
to 16 November 2018

The following table provides summary statistics for contract job vacancies advertised in South 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 6 months to 16 November 2018 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 > South Yorkshire
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 67 55 87
Rank change year-on-year -12 +32 -18
Contract jobs citing Data Management 8 16 1
As % of all contract IT jobs advertised in South Yorkshire 0.91% 1.95% 0.084%
As % of the Processes & Methodologies category 1.08% 2.32% 0.10%
Number of daily rates quoted 10 39 0
South Yorkshire median daily rate £525 £610 -
Median daily rate % change year-on-year -13.93% - -
Yorkshire median daily rate £475 £475 £450
% change year-on-year - +5.56% -4.76%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate £35.00 - -

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

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 742 689 972
As % of all contract IT jobs advertised in South Yorkshire 84.51% 83.92% 81.34%
Number of daily rates quoted 493 383 656
South Yorkshire median daily rate £413 £425 £425
Median daily rate % change year-on-year -2.94% - +9.68%
10th Percentile £250 £263 £263
90th Percentile £573 £600 £575
Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +6.67%
Number of hourly rates quoted 23 14 36
South Yorkshire median hourly rate £14.50 £22.91 £22.50
Median hourly rate % change year-on-year -36.72% +1.83% +62.16%
10th Percentile £9.31 £13.15 £11.84
90th Percentile £33.00 £46.43 £48.75
Yorkshire median hourly rate £17.21 £15.00 £14.69
% change year-on-year +14.70% +2.13% +1.29%

Data Management
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Management in South Yorkshire

Data Management
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Management in South Yorkshire

Data Management
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Management in South Yorkshire over the 6 months to 16 November 2018.

Contractor daily rate histogram for Data Management in South Yorkshire

Data Management
Contract Job Locations in South 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 South Yorkshire region over the 6 months to 16 November 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -7 7 £575 -5.74% 1
Doncaster +1 1 £223 -
Data Management
Yorkshire

For the 6 months to 16 November 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the South Yorkshire region with a requirement for Data Management.

1 5 (62.50%) SQL
2 4 (50.00%) Data Modelling
2 4 (50.00%) Shell Script
2 4 (50.00%) PostgreSQL
3 3 (37.50%) Agile Software Development
3 3 (37.50%) QA
3 3 (37.50%) Data Integration
3 3 (37.50%) Management Information System
3 3 (37.50%) Microsoft
3 3 (37.50%) Informatica
3 3 (37.50%) Data Warehouse
3 3 (37.50%) Oracle
3 3 (37.50%) Unix
3 3 (37.50%) Apache Hive
3 3 (37.50%) MongoDB
3 3 (37.50%) Data Quality
3 3 (37.50%) HBase
3 3 (37.50%) Analytical Skills
4 2 (25.00%) Data Lake
4 2 (25.00%) Data Strategy
4 2 (25.00%) Big Data
4 2 (25.00%) Analytics
4 2 (25.00%) Mentoring
4 2 (25.00%) Coaching
4 2 (25.00%) Enterprise Data Warehouse
4 2 (25.00%) SFIA
4 2 (25.00%) Data Security
4 2 (25.00%) Data Governance
4 2 (25.00%) Data Visualisation
4 2 (25.00%) Tableau

Data Management
Co-occurring IT Skills in South 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 2 (25.00%) SAS
2 1 (12.50%) Apache Spark
2 1 (12.50%) Confluence
2 1 (12.50%) SharePoint
Applications
1 1 (12.50%) Microsoft Excel
Business Applications
1 1 (12.50%) Dynamics CRM
Cloud Services
1 1 (12.50%) Dynamics 365
1 1 (12.50%) IaaS
1 1 (12.50%) Office 365
Communications & Networking
1 1 (12.50%) Firewall
1 1 (12.50%) Internet
Database & Business Intelligence
1 4 (50.00%) PostgreSQL
2 3 (37.50%) Apache Hive
2 3 (37.50%) Data Warehouse
2 3 (37.50%) HBase
2 3 (37.50%) MongoDB
3 2 (25.00%) Big Data
3 2 (25.00%) BusinessObjects
3 2 (25.00%) Data Lake
3 2 (25.00%) Enterprise Data Warehouse
3 2 (25.00%) Hadoop
3 2 (25.00%) Pentaho
4 1 (12.50%) NoSQL
4 1 (12.50%) Relational Database
Development Applications
1 2 (25.00%) ERwin
2 1 (12.50%) JIRA
General
1 2 (25.00%) Finance
2 1 (12.50%) Local Government
2 1 (12.50%) Retail
Job Titles
1 2 (25.00%) Analyst
1 2 (25.00%) Architect
1 2 (25.00%) Data Architect
1 2 (25.00%) Lead Architect
1 2 (25.00%) Lead Data Architect
2 1 (12.50%) Business Analyst
2 1 (12.50%) Consultant
2 1 (12.50%) CRM Analyst
2 1 (12.50%) CRM Business Analyst
2 1 (12.50%) Data Engineer
2 1 (12.50%) Data Entry Analyst
2 1 (12.50%) Data Quality Manager
2 1 (12.50%) Developer
2 1 (12.50%) Development Consultant
2 1 (12.50%) Dynamics CRM Business Analyst
2 1 (12.50%) HR Consultant
2 1 (12.50%) Junior
2 1 (12.50%) Junior Analyst
2 1 (12.50%) Junior Data Entry Analyst
2 1 (12.50%) Quality Manager
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
1 1 (12.50%) RESTful
Miscellaneous
1 3 (37.50%) Analytical Skills
1 3 (37.50%) Management Information System
2 1 (12.50%) Distributed Denial-of-Service
Operating Systems
1 3 (37.50%) Unix
2 1 (12.50%) CentOS
2 1 (12.50%) Linux
2 1 (12.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 4 (50.00%) Data Modelling
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Data Integration
3 2 (25.00%) Analytics
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Coaching
3 2 (25.00%) Data Architecture
3 2 (25.00%) Data Governance
3 2 (25.00%) Data Security
3 2 (25.00%) Data Strategy
3 2 (25.00%) Data Visualisation
3 2 (25.00%) Enterprise Architecture
3 2 (25.00%) Information Assurance
3 2 (25.00%) Mentoring
3 2 (25.00%) Metadata Management
3 2 (25.00%) Migration
3 2 (25.00%) Open Source
3 2 (25.00%) Reverse Engineering
3 2 (25.00%) Test Scripting
3 2 (25.00%) Visualisation
Programming Languages
1 5 (62.50%) SQL
2 4 (50.00%) Shell Script
3 1 (12.50%) PL/SQL
3 1 (12.50%) Python
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
1 3 (37.50%) QA
Systems Management
1 1 (12.50%) Ansible
1 1 (12.50%) Puppet
Vendors
1 3 (37.50%) Informatica
1 3 (37.50%) Microsoft
1 3 (37.50%) Oracle
2 2 (25.00%) CA
2 2 (25.00%) Tableau
3 1 (12.50%) Cloudera
3 1 (12.50%) EnterpriseDB
3 1 (12.50%) Hortonworks
3 1 (12.50%) Pega
3 1 (12.50%) ServiceNow