Period
to 16 October 2017

The following table provides summary statistics for contract job vacancies advertised in West 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 October 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
Yorkshire > West Yorkshire
6 months to
16 Oct 2017
Same period 2016 Same period 2015
Rank 115 99 88
Rank change year-on-year -16 -11 +6
Contract jobs citing Data Management 38 76 104
As % of all contract IT jobs advertised in West Yorkshire 1.30% 2.01% 2.35%
As % of the Processes & Methodologies category 1.52% 2.32% 2.77%
Number of daily rates quoted 53 57 89
West Yorkshire median daily rate £438 £450 £470
Median daily rate % change year-on-year -2.78% -4.26% +22.88%
10th Percentile £263 £307 £335
90th Percentile £615 £566 £712
Yorkshire median daily rate £456 £450 £473
% change year-on-year +1.39% -4.76% +18.13%
Number of hourly rates quoted 0 0 2
West Yorkshire median hourly rate - - £10.75
Yorkshire median hourly rate - - £10.75

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2494 3277 3759
As % of all contract IT jobs advertised in West Yorkshire 85.35% 86.65% 84.91%
Number of daily rates quoted 1727 2175 2619
West Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £275 £275 £260
90th Percentile £545 £542 £525
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 54 54 92
West Yorkshire median hourly rate £14.20 £14.50 £15.13
Median hourly rate % change year-on-year -2.07% -4.13% +12.04%
10th Percentile £8.42 £10.20 £9.25
90th Percentile £26.25 £31.28 £37.50
Yorkshire median hourly rate £14.35 £14.81 £14.50
% change year-on-year -3.09% +2.12% -

Data Management
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Management in West Yorkshire

Data Management
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Management in West Yorkshire

Data Management
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Management in West Yorkshire over the 6 months to 16 October 2017.

Contractor daily rate histogram for Data Management in West Yorkshire

Data Management
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Management in West Yorkshire

Data Management
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 16 October 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
Leeds -3 32 £450 -2.17% 4
Halifax +6 3 £438 +38.89%
Bradford +5 2 £210 -60.84% 2
Data Management
Yorkshire

For the 6 months to 16 October 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 West Yorkshire region with a requirement for Data Management.

1 17 (44.74%) Data Modelling
1 17 (44.74%) Data Quality
2 15 (39.47%) SQL
3 14 (36.84%) SAS
4 13 (34.21%) Data Warehouse
4 13 (34.21%) Oracle
4 13 (34.21%) Finance
5 11 (28.95%) Management Information System
5 11 (28.95%) Data Analysis
5 11 (28.95%) Microsoft
5 11 (28.95%) Data Integration
6 10 (26.32%) Data Architecture
6 10 (26.32%) QA
7 9 (23.68%) Agile Software Development
7 9 (23.68%) Informatica
7 9 (23.68%) Analytics
7 9 (23.68%) Data Governance
8 8 (21.05%) Big Data
8 8 (21.05%) Shell Script
8 8 (21.05%) Unix
8 8 (21.05%) Degree
9 7 (18.42%) Mathematics
9 7 (18.42%) ETL
9 7 (18.42%) Business Intelligence
9 7 (18.42%) Relational Database
9 7 (18.42%) Visualisation
9 7 (18.42%) MongoDB
9 7 (18.42%) Analytical Skills
10 6 (15.79%) SFIA
10 6 (15.79%) Open Source

Data Management
Co-occurring IT Skills in West 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 14 (36.84%) SAS
2 2 (5.26%) Apache Spark
2 2 (5.26%) ArcGIS
2 2 (5.26%) Confluence
2 2 (5.26%) OpenStack
3 1 (2.63%) MS Exchange
Applications
1 2 (5.26%) Microsoft Office
2 1 (2.63%) Microsoft Excel
2 1 (2.63%) MS Visio
Business Applications
1 2 (5.26%) SAP IS-U
Cloud Services
1 3 (7.89%) PaaS
1 3 (7.89%) SaaS
2 2 (5.26%) Amazon AWS
2 2 (5.26%) IaaS
3 1 (2.63%) Microsoft Azure
3 1 (2.63%) Office 365
Communications & Networking
1 2 (5.26%) DNS
1 2 (5.26%) Firewall
Database & Business Intelligence
1 13 (34.21%) Data Warehouse
2 8 (21.05%) Big Data
3 7 (18.42%) MongoDB
3 7 (18.42%) Relational Database
4 6 (15.79%) BusinessObjects
5 5 (13.16%) Apache Hive
5 5 (13.16%) Data Mining
5 5 (13.16%) Enterprise Data Warehouse
5 5 (13.16%) HBase
5 5 (13.16%) NoSQL
5 5 (13.16%) PostgreSQL
6 4 (10.53%) Data Lake
6 4 (10.53%) MS Access
7 3 (7.89%) DTS
7 3 (7.89%) Hadoop
7 3 (7.89%) Pentaho
7 3 (7.89%) Riak
8 2 (5.26%) Apache Cassandra
8 2 (5.26%) GIS
8 2 (5.26%) SAS Enterprise Guide
Development Applications
1 4 (10.53%) Git (software)
2 3 (7.89%) ERwin
2 3 (7.89%) Toad
3 2 (5.26%) Jenkins
3 2 (5.26%) JIRA
General
1 13 (34.21%) Finance
2 3 (7.89%) Billing
3 2 (5.26%) Retail
Job Titles
1 13 (34.21%) Analyst
2 10 (26.32%) Data Analyst
3 9 (23.68%) Architect
4 5 (13.16%) Data Architect
4 5 (13.16%) Data Engineer
4 5 (13.16%) Senior Data Engineer
5 4 (10.53%) DevOps Engineer
5 4 (10.53%) Technical Architect
6 3 (7.89%) Business Intelligence Architect
6 3 (7.89%) Business Intelligence Lead
6 3 (7.89%) Data Warehouse Architect
6 3 (7.89%) Developer
6 3 (7.89%) Lead Architect
6 3 (7.89%) Lead Data Architect
6 3 (7.89%) Technical Analyst
7 2 (5.26%) AWS DevOps
7 2 (5.26%) AWS DevOps Engineer
7 2 (5.26%) DevOps Systems Engineer
7 2 (5.26%) Senior Integration Engineer
7 2 (5.26%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (10.53%) Flask
2 2 (5.26%) Web Services
3 1 (2.63%) XML
Miscellaneous
1 11 (28.95%) Management Information System
2 7 (18.42%) Analytical Skills
3 4 (10.53%) Data Structures
4 3 (7.89%) Enterprise Software
4 3 (7.89%) NHS
5 2 (5.26%) Clustering
5 2 (5.26%) Credit Risk
5 2 (5.26%) Reference Data
6 1 (2.63%) Data Centre
6 1 (2.63%) Data Protection Act
6 1 (2.63%) Mobile App
6 1 (2.63%) Virtual Team
Operating Systems
1 8 (21.05%) Unix
2 4 (10.53%) Linux
3 2 (5.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (44.74%) Data Modelling
2 11 (28.95%) Data Analysis
2 11 (28.95%) Data Integration
3 10 (26.32%) Data Architecture
4 9 (23.68%) Agile Software Development
4 9 (23.68%) Analytics
4 9 (23.68%) Data Governance
5 7 (18.42%) Business Intelligence
5 7 (18.42%) ETL
5 7 (18.42%) Mathematics
5 7 (18.42%) Visualisation
6 6 (15.79%) Continuous Improvement
6 6 (15.79%) Continuous Integration
6 6 (15.79%) Open Source
6 6 (15.79%) SFIA
7 5 (13.16%) Data Engineering
7 5 (13.16%) Data Reconciliation
7 5 (13.16%) Data Visualisation
7 5 (13.16%) Enterprise Architecture
7 5 (13.16%) Migration
Programming Languages
1 15 (39.47%) SQL
2 8 (21.05%) Shell Script
3 6 (15.79%) Python
4 5 (13.16%) PL/SQL
5 4 (10.53%) VBA
6 3 (7.89%) R
6 3 (7.89%) VB
7 2 (5.26%) Java
7 2 (5.26%) PHP
7 2 (5.26%) T-SQL
Qualifications
1 8 (21.05%) Degree
2 4 (10.53%) Master's Degree
3 3 (7.89%) CCDP
3 3 (7.89%) CCNP
3 3 (7.89%) Chartered Engineer
3 3 (7.89%) Cisco Certification
3 3 (7.89%) CISM
3 3 (7.89%) CISSP
4 2 (5.26%) AWS Certification
4 2 (5.26%) ITIL Certification
5 1 (2.63%) BPSS Clearance
5 1 (2.63%) CCIE
5 1 (2.63%) MCSA
5 1 (2.63%) MCSE
5 1 (2.63%) Microsoft Certification
5 1 (2.63%) PRINCE2 Certification
5 1 (2.63%) PRINCE2 Practitioner
5 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 17 (44.74%) Data Quality
2 10 (26.32%) QA
3 1 (2.63%) Disclosure Scotland
3 1 (2.63%) GDPR
System Software
1 2 (5.26%) Hyper-V
1 2 (5.26%) Virtual Machines
2 1 (2.63%) Active Directory
Systems Management
1 6 (15.79%) Ansible
2 4 (10.53%) Puppet
3 2 (5.26%) CFEngine
3 2 (5.26%) Opscode Chef
3 2 (5.26%) Oracle EDQ
3 2 (5.26%) Salt
3 2 (5.26%) Terraform
4 1 (2.63%) SCCM
Vendors
1 13 (34.21%) Oracle
2 11 (28.95%) Microsoft
3 9 (23.68%) Informatica
4 5 (13.16%) Cisco
5 4 (10.53%) DataFlux
5 4 (10.53%) Red Hat
5 4 (10.53%) Tableau
6 3 (7.89%) CA
6 3 (7.89%) SAP
7 2 (5.26%) CheckPoint
7 2 (5.26%) F5
7 2 (5.26%) Juniper
8 1 (2.63%) Datameer
8 1 (2.63%) Trillium