Period
to 20 November 2017

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 6 months to 20 November 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
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 138 137 103
Rank change year-on-year -1 -34 -13
Contract jobs citing Data Management 47 63 121
As % of all contract IT jobs advertised in Yorkshire 1.07% 1.17% 1.96%
As % of the Processes & Methodologies category 1.28% 1.39% 2.35%
Number of daily rates quoted 60 48 99
Yorkshire median daily rate £525 £450 £475
Median daily rate % change year-on-year +16.67% -5.26% +18.75%
10th Percentile £413 £289 £335
90th Percentile £755 £572 £728
England median daily rate £475 £460 £450
% change year-on-year +3.26% +2.22% +2.27%
Number of hourly rates quoted 0 0 2
Yorkshire median hourly rate - - £10.75
England median hourly rate £29.75 £27.29 £27.00
% change year-on-year +9.03% +1.06% +51.26%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 3659 4525 5143
As % of all contract IT jobs advertised in Yorkshire 83.39% 84.06% 83.18%
Number of daily rates quoted 2432 2948 3528
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £262 £263 £260
90th Percentile £550 £550 £536
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.59% +5.63%
Number of hourly rates quoted 97 130 179
Yorkshire median hourly rate £16.00 £14.81 £14.50
Median hourly rate % change year-on-year +8.05% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £34.41
England median hourly rate £24.00 £24.42 £22.50
% change year-on-year -1.72% +8.53% +18.42%

Data Management
Job Vacancy Trend in Yorkshire

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

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 6 months to 20 November 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 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -5 31 £431 -4.17% 11
South Yorkshire +34 20 £588 +51.61% 1
North Yorkshire +7 1 £463 -28.85%
East Yorkshire - 1 £260 -
Data Management
England

For the 6 months to 20 November 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 (46.81%) Data Modelling
2 19 (40.43%) Oracle
2 19 (40.43%) Data Warehouse
3 18 (38.30%) SQL
4 17 (36.17%) Data Integration
4 17 (36.17%) Data Architecture
5 15 (31.91%) Business Intelligence
6 14 (29.79%) Informatica
6 14 (29.79%) Finance
6 14 (29.79%) QA
7 13 (27.66%) Data Governance
7 13 (27.66%) Microsoft
8 12 (25.53%) Shell Script
8 12 (25.53%) Unix
8 12 (25.53%) Data Quality
9 11 (23.40%) Big Data
9 11 (23.40%) ETL
9 11 (23.40%) Management Information System
10 10 (21.28%) Analytical Skills
10 10 (21.28%) Visualisation
10 10 (21.28%) MongoDB
11 9 (19.15%) Open Source
11 9 (19.15%) Data Security
11 9 (19.15%) Agile Software Development
11 9 (19.15%) Data Analysis
11 9 (19.15%) SAS
11 9 (19.15%) SFIA
12 8 (17.02%) PostgreSQL
12 8 (17.02%) HBase
12 8 (17.02%) Data Visualisation

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 9 (19.15%) SAS
2 3 (6.38%) Oracle SOA Suite
3 2 (4.26%) Apache Spark
3 2 (4.26%) ArcGIS
3 2 (4.26%) Confluence
3 2 (4.26%) OpenStack
4 1 (2.13%) MS Exchange
Applications
1 2 (4.26%) Microsoft Excel
1 2 (4.26%) Microsoft Office
2 1 (2.13%) MS Visio
Business Applications
1 3 (6.38%) Salesforce.com CRM
2 1 (2.13%) Primavera
2 1 (2.13%) SAP S/4HANA
2 1 (2.13%) Teamcenter
Cloud Services
1 4 (8.51%) Microsoft Azure
2 3 (6.38%) Amazon AWS
2 3 (6.38%) PaaS
2 3 (6.38%) SaaS
3 2 (4.26%) IaaS
4 1 (2.13%) Office 365
Communications & Networking
1 2 (4.26%) DNS
1 2 (4.26%) Firewall
2 1 (2.13%) Internet
2 1 (2.13%) SMS
Database & Business Intelligence
1 19 (40.43%) Data Warehouse
2 11 (23.40%) Big Data
3 10 (21.28%) MongoDB
4 8 (17.02%) Apache Hive
4 8 (17.02%) HBase
4 8 (17.02%) PostgreSQL
5 7 (14.89%) Data Lake
5 7 (14.89%) Relational Database
6 6 (12.77%) BusinessObjects
6 6 (12.77%) Enterprise Data Warehouse
6 6 (12.77%) Hadoop
6 6 (12.77%) NoSQL
6 6 (12.77%) Pentaho
6 6 (12.77%) SQL Server
7 4 (8.51%) MySQL
7 4 (8.51%) OLAP
8 3 (6.38%) Data Mining
8 3 (6.38%) SQL Server Analysis Services
8 3 (6.38%) SQL Server Integration Services
8 3 (6.38%) SQL Server Reporting Services
Development Applications
1 6 (12.77%) ERwin
2 4 (8.51%) Git (software)
3 2 (4.26%) Jenkins
3 2 (4.26%) JIRA
4 1 (2.13%) LSMW
General
1 14 (29.79%) Finance
2 1 (2.13%) Back Office
2 1 (2.13%) Retail
Job Titles
1 16 (34.04%) Architect
2 15 (31.91%) Data Architect
3 6 (12.77%) Analyst
3 6 (12.77%) Data Engineer
3 6 (12.77%) Lead Architect
3 6 (12.77%) Lead Data Architect
3 6 (12.77%) Senior Data Engineer
4 4 (8.51%) Business Intelligence Architect
4 4 (8.51%) Business Intelligence Lead
4 4 (8.51%) Data Warehouse Architect
4 4 (8.51%) DevOps Engineer
5 3 (6.38%) Data Analyst
5 3 (6.38%) Developer
5 3 (6.38%) Project Manager
6 2 (4.26%) Data Manager
6 2 (4.26%) DBA
6 2 (4.26%) Information Architect
6 2 (4.26%) Infrastructure Engineer
6 2 (4.26%) Solutions Architect
6 2 (4.26%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (8.51%) Web Services
2 3 (6.38%) REST
2 3 (6.38%) SOAP
Miscellaneous
1 11 (23.40%) Management Information System
2 10 (21.28%) Analytical Skills
3 6 (12.77%) Enterprise Software
4 2 (4.26%) Clustering
4 2 (4.26%) Virtual Team
5 1 (2.13%) Data Centre
5 1 (2.13%) Data Protection Act
5 1 (2.13%) Greenfield Project
5 1 (2.13%) Mobile App
5 1 (2.13%) User Experience
Operating Systems
1 12 (25.53%) Unix
2 5 (10.64%) Linux
3 2 (4.26%) Red Hat Enterprise Linux
4 1 (2.13%) Windows
4 1 (2.13%) Windows Server 2008
4 1 (2.13%) Windows Server 2012
Processes & Methodologies
1 22 (46.81%) Data Modelling
2 17 (36.17%) Data Architecture
2 17 (36.17%) Data Integration
3 15 (31.91%) Business Intelligence
4 13 (27.66%) Data Governance
5 11 (23.40%) ETL
6 10 (21.28%) Visualisation
7 9 (19.15%) Agile Software Development
7 9 (19.15%) Data Analysis
7 9 (19.15%) Data Security
7 9 (19.15%) Open Source
7 9 (19.15%) SFIA
8 8 (17.02%) Analytics
8 8 (17.02%) Data Visualisation
9 7 (14.89%) Collaborative Working
9 7 (14.89%) Continuous Improvement
9 7 (14.89%) Data Strategy
9 7 (14.89%) Master Data Management
9 7 (14.89%) Metadata Management
10 6 (12.77%) Data Reconciliation
Programming Languages
1 18 (38.30%) SQL
2 12 (25.53%) Shell Script
3 6 (12.77%) PL/SQL
4 5 (10.64%) Java
5 3 (6.38%) R
6 2 (4.26%) PHP
6 2 (4.26%) Python
6 2 (4.26%) T-SQL
7 1 (2.13%) VBA
Qualifications
1 4 (8.51%) Degree
2 3 (6.38%) CCDP
2 3 (6.38%) CCNP
2 3 (6.38%) Chartered Engineer
2 3 (6.38%) Cisco Certification
2 3 (6.38%) CISM
2 3 (6.38%) CISSP
2 3 (6.38%) Microsoft Certification
3 2 (4.26%) AWS Certification
3 2 (4.26%) ITIL Certification
3 2 (4.26%) MCSD
4 1 (2.13%) CCIE
4 1 (2.13%) MCSA
4 1 (2.13%) MCSE
4 1 (2.13%) PRINCE2 Certification
4 1 (2.13%) PRINCE2 Practitioner
4 1 (2.13%) SC Cleared
4 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 14 (29.79%) QA
2 12 (25.53%) Data Quality
3 1 (2.13%) GDPR
3 1 (2.13%) SLA
System Software
1 3 (6.38%) Hyper-V
2 2 (4.26%) Active Directory
2 2 (4.26%) Virtual Machines
3 1 (2.13%) Firmware
3 1 (2.13%) Microsoft App-V
3 1 (2.13%) Virtual Desktop
3 1 (2.13%) VMware Infrastructure
Systems Management
1 4 (8.51%) Puppet
2 2 (4.26%) Ansible
2 2 (4.26%) CFEngine
2 2 (4.26%) Opscode Chef
2 2 (4.26%) Salt
2 2 (4.26%) SCCM
2 2 (4.26%) Terraform
Vendors
1 19 (40.43%) Oracle
2 14 (29.79%) Informatica
3 13 (27.66%) Microsoft
4 7 (14.89%) Tableau
5 6 (12.77%) CA
5 6 (12.77%) Cisco
6 4 (8.51%) Red Hat
6 4 (8.51%) SAP
7 3 (6.38%) IBM
7 3 (6.38%) Salesforce.com
8 2 (4.26%) CheckPoint
8 2 (4.26%) F5
8 2 (4.26%) Juniper
9 1 (2.13%) DataFlux
9 1 (2.13%) Datameer
9 1 (2.13%) HP
9 1 (2.13%) NetApp
9 1 (2.13%) Trillium
9 1 (2.13%) Veritas
9 1 (2.13%) VMware