Period
to 13 December 2018

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 13 December 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
England > Yorkshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 135 137 166
Rank change year-on-year +2 +29 -46
Contract jobs citing Data Management 56 46 36
As % of all contract IT jobs advertised in Yorkshire 1.12% 1.03% 0.68%
As % of the Processes & Methodologies category 1.29% 1.21% 0.79%
Number of daily rates quoted 41 59 27
Yorkshire median daily rate £450 £500 £430
Median daily rate % change year-on-year -10.00% +16.28% -9.47%
10th Percentile £213 £413 £298
90th Percentile £740 £755 £481
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 5 0 0
Yorkshire median hourly rate £17.00 - -
England median hourly rate £20.87 £25.83 £27.29
% change year-on-year -19.19% -5.33% +13.69%

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 4,344 3,809 4,553
As % of all contract IT jobs advertised in Yorkshire 87.00% 85.50% 85.53%
Number of daily rates quoted 2,949 2,522 2,950
Yorkshire median daily rate £413 £405 £400
Median daily rate % change year-on-year +1.85% +1.25% +6.67%
10th Percentile £281 £261 £260
90th Percentile £556 £550 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 119 100 142
Yorkshire median hourly rate £17.00 £16.00 £14.53
Median hourly rate % change year-on-year +6.25% +10.10% +0.22%
10th Percentile £10.70 £10.50 £10.52
90th Percentile £41.50 £40.00 £34.83
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

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 13 December 2018.

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 13 December 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
West Yorkshire 0 46 £450 +1.41% 15
South Yorkshire -17 10 £450 -26.23% 3
Data Management
England

For the 6 months to 13 December 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 Yorkshire region with a requirement for Data Management.

1 22 (39.29%) SQL
1 22 (39.29%) Agile Software Development
2 14 (25.00%) Management Information System
2 14 (25.00%) Data Quality
3 13 (23.21%) Analytical Skills
4 12 (21.43%) Analytics
4 12 (21.43%) Finance
4 12 (21.43%) Stakeholder Management
5 11 (19.64%) Data Modelling
5 11 (19.64%) ETL
5 11 (19.64%) Data Warehouse
5 11 (19.64%) Data Analysis
6 9 (16.07%) Business Intelligence
6 9 (16.07%) Python
7 8 (14.29%) Project Management
7 8 (14.29%) QA
7 8 (14.29%) Waterfall
7 8 (14.29%) Data Architecture
8 7 (12.50%) Data Protection
8 7 (12.50%) Data Integration
8 7 (12.50%) Microsoft
8 7 (12.50%) Data Lake
8 7 (12.50%) Problem-Solving
9 6 (10.71%) Shell Script
9 6 (10.71%) Unix
9 6 (10.71%) SAS
9 6 (10.71%) Oracle
9 6 (10.71%) PostgreSQL
9 6 (10.71%) JIRA
9 6 (10.71%) MongoDB

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 6 (10.71%) Confluence
1 6 (10.71%) SAS
2 4 (7.14%) SharePoint
3 3 (5.36%) Apache Spark
3 3 (5.36%) ArcGIS
4 1 (1.79%) Apache
4 1 (1.79%) OpenStack
Applications
1 5 (8.93%) Microsoft Excel
2 2 (3.57%) Microsoft Office
3 1 (1.79%) Microsoft PowerPoint
Business Applications
1 4 (7.14%) SAP S/4HANA
2 1 (1.79%) Dynamics CRM
Cloud Services
1 6 (10.71%) Amazon AWS
2 3 (5.36%) Amazon S3
2 3 (5.36%) IaaS
3 2 (3.57%) Amazon CloudWatch
3 2 (3.57%) Amazon EC2
3 2 (3.57%) Amazon Kinesis
3 2 (3.57%) Amazon SageMaker
3 2 (3.57%) AWS CloudTrail
3 2 (3.57%) Dynamics 365
3 2 (3.57%) Virtual Private Cloud
4 1 (1.79%) GitHub
4 1 (1.79%) Microsoft Azure
4 1 (1.79%) Office 365
4 1 (1.79%) PaaS
4 1 (1.79%) SaaS
Communications & Networking
1 2 (3.57%) Firewall
1 2 (3.57%) Internet
Database & Business Intelligence
1 11 (19.64%) Data Warehouse
2 7 (12.50%) Data Lake
3 6 (10.71%) MongoDB
3 6 (10.71%) PostgreSQL
3 6 (10.71%) Relational Database
4 5 (8.93%) Big Data
4 5 (8.93%) Pentaho
5 4 (7.14%) HBase
5 4 (7.14%) SAP HANA
6 3 (5.36%) Amazon Athena
6 3 (5.36%) Amazon RDS
6 3 (5.36%) Amazon Redshift
6 3 (5.36%) Apache Hive
6 3 (5.36%) GIS
6 3 (5.36%) Hadoop
6 3 (5.36%) NoSQL
6 3 (5.36%) QGIS
6 3 (5.36%) Spatial Data
7 2 (3.57%) Amazon Aurora
7 2 (3.57%) SAS Visual Analytics
Development Applications
1 6 (10.71%) JIRA
2 3 (5.36%) Git (software)
3 2 (3.57%) ERwin
4 1 (1.79%) Artifactory
4 1 (1.79%) Jenkins
4 1 (1.79%) SQL Server Management Studio (SSMS)
General
1 12 (21.43%) Finance
2 3 (5.36%) Retail
3 2 (3.57%) Legal
3 2 (3.57%) Retail Banking
4 1 (1.79%) Automotive
4 1 (1.79%) Local Government
Job Titles
1 12 (21.43%) Analyst
2 10 (17.86%) Developer
3 9 (16.07%) Architect
4 7 (12.50%) Data Analyst
4 7 (12.50%) Data Architect
5 5 (8.93%) Data Engineer
5 5 (8.93%) Lead Architect
6 4 (7.14%) ETL Developer
6 4 (7.14%) Lead Data Architect
6 4 (7.14%) SAP Architect
7 3 (5.36%) Analytics Manager
7 3 (5.36%) Data Manager
7 3 (5.36%) Digital Analytics Manager
7 3 (5.36%) GIS Specialist
7 3 (5.36%) Insight Manager
8 2 (3.57%) Business Intelligence Lead
8 2 (3.57%) SAP HANA Architect
8 2 (3.57%) SAS Developer
8 2 (3.57%) Senior Data Engineer
8 2 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (7.14%) Web Services
2 3 (5.36%) .NET
2 3 (5.36%) PostGIS
3 2 (3.57%) RESTful
4 1 (1.79%) HTML
4 1 (1.79%) Kafka
4 1 (1.79%) WPF
Miscellaneous
1 14 (25.00%) Management Information System
2 13 (23.21%) Analytical Skills
3 3 (5.36%) Distributed Denial-of-Service
3 3 (5.36%) NHS
4 2 (3.57%) Mainframe
5 1 (1.79%) Data Structures
5 1 (1.79%) User Experience
Operating Systems
1 6 (10.71%) Unix
2 3 (5.36%) Linux
3 2 (3.57%) CentOS
3 2 (3.57%) Red Hat Enterprise Linux
Processes & Methodologies
1 22 (39.29%) Agile Software Development
2 12 (21.43%) Analytics
2 12 (21.43%) Stakeholder Management
3 11 (19.64%) Data Analysis
3 11 (19.64%) Data Modelling
3 11 (19.64%) ETL
4 9 (16.07%) Business Intelligence
5 8 (14.29%) Data Architecture
5 8 (14.29%) Project Management
5 8 (14.29%) Waterfall
6 7 (12.50%) Data Integration
6 7 (12.50%) Data Protection
6 7 (12.50%) Problem-Solving
7 6 (10.71%) Coaching
7 6 (10.71%) Data Visualisation
7 6 (10.71%) Visualisation
8 5 (8.93%) Change Management
8 5 (8.93%) Mentoring
8 5 (8.93%) Migration
8 5 (8.93%) Service Management
Programming Languages
1 22 (39.29%) SQL
2 9 (16.07%) Python
3 6 (10.71%) Shell Script
4 4 (7.14%) T-SQL
5 3 (5.36%) Java
5 3 (5.36%) JavaScript
5 3 (5.36%) Scala
6 2 (3.57%) C#
6 2 (3.57%) Ruby
7 1 (1.79%) Apex Code
7 1 (1.79%) Bash Shell
7 1 (1.79%) C
7 1 (1.79%) PL/SQL
7 1 (1.79%) R
7 1 (1.79%) Smalltalk
7 1 (1.79%) VB
7 1 (1.79%) VBA
Qualifications
1 2 (3.57%) AWS Certification
1 2 (3.57%) CISM
1 2 (3.57%) CISSP
1 2 (3.57%) Degree
2 1 (1.79%) CCDP
2 1 (1.79%) CCNP
2 1 (1.79%) Chartered Engineer
2 1 (1.79%) Cisco Certification
2 1 (1.79%) CISMP
2 1 (1.79%) CRISC
2 1 (1.79%) PRINCE2 Certification
2 1 (1.79%) Security Cleared
Quality Assurance & Compliance
1 14 (25.00%) Data Quality
2 8 (14.29%) QA
3 4 (7.14%) GDPR
4 2 (3.57%) ISO/IEC 27005
4 2 (3.57%) SLA
5 1 (1.79%) ISO/IEC 27001
5 1 (1.79%) PMO
System Software
1 2 (3.57%) Docker
2 1 (1.79%) KVM
2 1 (1.79%) QEMU
2 1 (1.79%) VMware Infrastructure
Systems Management
1 4 (7.14%) Puppet
2 3 (5.36%) Ansible
3 1 (1.79%) Opscode Chef
Vendors
1 7 (12.50%) Microsoft
2 6 (10.71%) Oracle
3 5 (8.93%) SAP
4 4 (7.14%) Hortonworks
5 3 (5.36%) Cloudera
5 3 (5.36%) ESRI
5 3 (5.36%) Informatica
6 2 (3.57%) CA
6 2 (3.57%) EnterpriseDB
6 2 (3.57%) Pega
6 2 (3.57%) ServiceNow
6 2 (3.57%) Tableau
7 1 (1.79%) Cisco
7 1 (1.79%) Salesforce.com
7 1 (1.79%) VMware