Period
to 23 October 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 23 October 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
23 Oct 2018
Same period 2017 Same period 2016
Rank 145 149 141
Rank change year-on-year +4 -8 -27
Contract jobs citing Data Management 52 41 71
As % of all contract IT jobs advertised in Yorkshire 1.06% 0.96% 1.28%
As % of the Processes & Methodologies category 1.22% 1.13% 1.49%
Number of daily rates quoted 36 59 51
Yorkshire median daily rate £475 £438 £450
Median daily rate % change year-on-year +8.57% -2.78% -5.26%
10th Percentile £301 £259 £305
90th Percentile £764 £691 £570
England median daily rate £500 £475 £458
% change year-on-year +5.26% +3.83% +1.67%
Number of hourly rates quoted 7 0 0
Yorkshire median hourly rate £35.00 - -
England median hourly rate £20.00 £24.17 £16.09
% change year-on-year -17.24% +50.19% -42.54%

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 4,272 3,633 4,759
As % of all contract IT jobs advertised in Yorkshire 86.69% 84.76% 85.78%
Number of daily rates quoted 2,889 2,410 3,114
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £281 £258 £263
90th Percentile £550 £545 £550
England median daily rate £473 £450 £425
% change year-on-year +5.00% +5.88% +3.03%
Number of hourly rates quoted 117 86 129
Yorkshire median hourly rate £17.41 £14.20 £14.87
Median hourly rate % change year-on-year +22.61% -4.47% +7.14%
10th Percentile £11.17 £9.25 £10.70
90th Percentile £43.25 £28.03 £38.10
England median hourly rate £21.00 £24.93 £22.50
% change year-on-year -15.75% +10.78% +3.97%

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 23 October 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
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Data Management in Yorkshire over the 6 months to 23 October 2018.

Contractor hourly rate histogram 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 23 October 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 -4 42 £450 +5.88% 13
South Yorkshire -3 8 £775 +49.76%
East Yorkshire 0 2 - -
Data Management
England

For the 6 months to 23 October 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 18 (34.62%) SQL
2 16 (30.77%) Agile Software Development
2 16 (30.77%) Data Quality
3 14 (26.92%) Finance
3 14 (26.92%) Data Warehouse
4 12 (23.08%) Data Modelling
4 12 (23.08%) Business Intelligence
5 11 (21.15%) ETL
5 11 (21.15%) Data Architecture
6 10 (19.23%) Analytics
6 10 (19.23%) Python
7 9 (17.31%) QA
8 8 (15.38%) Data Governance
8 8 (15.38%) Data Analysis
9 7 (13.46%) Stakeholder Management
9 7 (13.46%) Management Information System
9 7 (13.46%) Project Management
9 7 (13.46%) SAP
9 7 (13.46%) Oracle
9 7 (13.46%) Waterfall
9 7 (13.46%) Data Integration
9 7 (13.46%) Relational Database
9 7 (13.46%) Analytical Skills
10 6 (11.54%) MongoDB
10 6 (11.54%) Big Data
10 6 (11.54%) Unix
10 6 (11.54%) Microsoft Excel
10 6 (11.54%) ERP
10 6 (11.54%) SAS
10 6 (11.54%) Microsoft

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 (11.54%) SAS
2 5 (9.62%) Confluence
3 3 (5.77%) ArcGIS
4 1 (1.92%) Apache
4 1 (1.92%) Apache Spark
4 1 (1.92%) OpenStack
4 1 (1.92%) SharePoint
Applications
1 6 (11.54%) Microsoft Excel
2 2 (3.85%) Microsoft Office
3 1 (1.92%) Microsoft PowerPoint
Business Applications
1 4 (7.69%) SAP S/4HANA
2 2 (3.85%) BPCS
2 2 (3.85%) Dynamics AX
2 2 (3.85%) Movex
Cloud Services
1 3 (5.77%) Amazon AWS
2 2 (3.85%) Amazon CloudWatch
2 2 (3.85%) Amazon EC2
2 2 (3.85%) Amazon Kinesis
2 2 (3.85%) Amazon S3
2 2 (3.85%) Amazon SageMaker
2 2 (3.85%) AWS CloudTrail
2 2 (3.85%) GitHub
2 2 (3.85%) Virtual Private Cloud
3 1 (1.92%) Google Cloud Platform
3 1 (1.92%) IaaS
3 1 (1.92%) Office 365
3 1 (1.92%) PaaS
3 1 (1.92%) SaaS
Database & Business Intelligence
1 14 (26.92%) Data Warehouse
2 7 (13.46%) Relational Database
3 6 (11.54%) Big Data
3 6 (11.54%) Data Lake
3 6 (11.54%) MongoDB
4 5 (9.62%) Pentaho
4 5 (9.62%) PostgreSQL
5 4 (7.69%) BusinessObjects
5 4 (7.69%) GIS
5 4 (7.69%) SAP HANA
5 4 (7.69%) SQL Server
6 3 (5.77%) Amazon RDS
6 3 (5.77%) Amazon Redshift
6 3 (5.77%) Apache Hive
6 3 (5.77%) Hadoop
6 3 (5.77%) HBase
6 3 (5.77%) NoSQL
6 3 (5.77%) QGIS
6 3 (5.77%) Spatial Data
6 3 (5.77%) SQL Server 2008
Development Applications
1 5 (9.62%) ERwin
1 5 (9.62%) JIRA
2 3 (5.77%) Git (software)
3 2 (3.85%) Jenkins
3 2 (3.85%) SQL Server Management Studio (SSMS)
4 1 (1.92%) Artifactory
4 1 (1.92%) Atlassian Bamboo
4 1 (1.92%) Bitbucket
General
1 14 (26.92%) Finance
2 3 (5.77%) Manufacturing
2 3 (5.77%) Retail Banking
3 2 (3.85%) Legal
3 2 (3.85%) Retail
4 1 (1.92%) Automotive
4 1 (1.92%) Banking
Job Titles
1 12 (23.08%) Developer
2 10 (19.23%) Analyst
3 9 (17.31%) Architect
4 8 (15.38%) Data Architect
5 5 (9.62%) Data Manager
6 4 (7.69%) Data Analyst
6 4 (7.69%) Data Engineer
6 4 (7.69%) ETL Developer
6 4 (7.69%) Lead Architect
6 4 (7.69%) Lead Data Architect
6 4 (7.69%) SAP Architect
7 3 (5.77%) Business Analyst
7 3 (5.77%) GIS Specialist
8 2 (3.85%) Applications Support
8 2 (3.85%) Consultant
8 2 (3.85%) Project Manager
8 2 (3.85%) SAS Developer
8 2 (3.85%) Senior Analyst
8 2 (3.85%) Software Engineer
8 2 (3.85%) Support Analyst
Libraries, Frameworks & Software Standards
1 3 (5.77%) PostGIS
1 3 (5.77%) Web Services
2 1 (1.92%) .NET
2 1 (1.92%) HTML
Miscellaneous
1 7 (13.46%) Analytical Skills
1 7 (13.46%) Management Information System
2 3 (5.77%) Virtual Team
3 2 (3.85%) Mainframe
3 2 (3.85%) User Experience
4 1 (1.92%) Distributed Denial-of-Service
4 1 (1.92%) Mobile App
4 1 (1.92%) NHS
Operating Systems
1 6 (11.54%) Unix
2 2 (3.85%) Linux
Processes & Methodologies
1 16 (30.77%) Agile Software Development
2 12 (23.08%) Business Intelligence
2 12 (23.08%) Data Modelling
3 11 (21.15%) Data Architecture
3 11 (21.15%) ETL
4 10 (19.23%) Analytics
5 8 (15.38%) Data Analysis
5 8 (15.38%) Data Governance
6 7 (13.46%) Data Integration
6 7 (13.46%) Project Management
6 7 (13.46%) Stakeholder Management
6 7 (13.46%) Waterfall
7 6 (11.54%) ERP
7 6 (11.54%) Migration
8 5 (9.62%) Master Data Management
8 5 (9.62%) Scrum
9 4 (7.69%) Coaching
9 4 (7.69%) Data Migration
9 4 (7.69%) Data Reconciliation
9 4 (7.69%) Mentoring
Programming Languages
1 18 (34.62%) SQL
2 10 (19.23%) Python
3 5 (9.62%) Shell Script
3 5 (9.62%) T-SQL
4 4 (7.69%) Java
5 3 (5.77%) C#
5 3 (5.77%) JavaScript
5 3 (5.77%) PL/SQL
6 2 (3.85%) Bash Shell
6 2 (3.85%) Ruby
6 2 (3.85%) Scala
6 2 (3.85%) VB
6 2 (3.85%) VBA
7 1 (1.92%) Apex Code
7 1 (1.92%) Objective-C
7 1 (1.92%) Smalltalk
Qualifications
1 2 (3.85%) AWS Certification
1 2 (3.85%) CISM
1 2 (3.85%) CISSP
1 2 (3.85%) Degree
2 1 (1.92%) CCDP
2 1 (1.92%) CCNP
2 1 (1.92%) Chartered Engineer
2 1 (1.92%) Cisco Certification
2 1 (1.92%) CISMP
2 1 (1.92%) CRISC
2 1 (1.92%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (30.77%) Data Quality
2 9 (17.31%) QA
3 4 (7.69%) SLA
4 2 (3.85%) ISO/IEC 27005
5 1 (1.92%) ISO/IEC 27001
5 1 (1.92%) PMO
System Software
1 2 (3.85%) Docker
2 1 (1.92%) KVM
2 1 (1.92%) QEMU
2 1 (1.92%) VMware Infrastructure
Systems Management
1 1 (1.92%) Opscode Chef
1 1 (1.92%) Puppet
Vendors
1 7 (13.46%) Oracle
1 7 (13.46%) SAP
2 6 (11.54%) Microsoft
3 5 (9.62%) Informatica
4 3 (5.77%) Cloudera
4 3 (5.77%) ESRI
4 3 (5.77%) Hortonworks
5 2 (3.85%) CA
5 2 (3.85%) Embarcadero
5 2 (3.85%) IFS
5 2 (3.85%) Remedy
5 2 (3.85%) Salesforce.com
5 2 (3.85%) Tableau
6 1 (1.92%) Cisco
6 1 (1.92%) Google
6 1 (1.92%) VMware