Period
to 23 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 121 138 116
Rank change year-on-year +17 -22 -15
Contract jobs citing Data Management 63 45 103
As % of all contract IT jobs advertised in Yorkshire 1.36% 0.97% 1.74%
As % of the Processes & Methodologies category 1.62% 1.17% 2.08%
Number of daily rates quoted 58 30 85
Yorkshire median daily rate £475 £425 £475
Median daily rate % change year-on-year +11.76% -10.53% +17.28%
10th Percentile £259 £303 £360
90th Percentile £626 £501 £740
England median daily rate £475 £450 £450
% change year-on-year +5.56% - +2.27%
Number of hourly rates quoted 0 1 1
Yorkshire median hourly rate - £14.00 £9.00
Median hourly rate % change year-on-year - +55.56% -59.09%
England median hourly rate £30.00 £24.41 £19.50
% change year-on-year +22.90% +25.21% -17.04%

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 3,894 3,859 4,944
As % of all contract IT jobs advertised in Yorkshire 84.16% 83.06% 83.64%
Number of daily rates quoted 2,547 2,502 3,311
Yorkshire median daily rate £400 £400 £394
Median daily rate % change year-on-year - +1.52% +8.69%
10th Percentile £263 £259 £263
90th Percentile £538 £550 £563
England median daily rate £455 £438 £425
% change year-on-year +4.00% +2.94% +4.94%
Number of hourly rates quoted 118 117 165
Yorkshire median hourly rate £19.52 £14.87 £15.00
Median hourly rate % change year-on-year +31.28% -0.90% -4.61%
10th Percentile £10.68 £10.17 £9.99
90th Percentile £41.95 £31.90 £28.75
England median hourly rate £24.56 £25.00 £23.75
% change year-on-year -1.76% +5.26% +16.74%

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 February 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 23 February 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 -3 49 £426 +0.29% 11
South Yorkshire +20 13 £575 +48.39% 2
North Yorkshire -2 1 £425 -34.62% 3
Humberside - 1 £259 -
Data Management
England

For the 6 months to 23 February 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 25 (39.68%) SQL
2 24 (38.10%) Business Intelligence
3 23 (36.51%) Microsoft
3 23 (36.51%) Finance
3 23 (36.51%) Agile Software Development
4 20 (31.75%) SAS
5 19 (30.16%) ETL
5 19 (30.16%) Data Modelling
6 17 (26.98%) Data Warehouse
6 17 (26.98%) SQL Server
6 17 (26.98%) SQL Server Integration Services
6 17 (26.98%) Analytical Skills
7 15 (23.81%) Power BI
7 15 (23.81%) Data Analysis
7 15 (23.81%) Oracle
8 13 (20.63%) Management Information System
9 12 (19.05%) Data Architecture
9 12 (19.05%) Data Governance
9 12 (19.05%) Data Quality
10 11 (17.46%) QA
11 10 (15.87%) Data Integration
11 10 (15.87%) Analytics
11 10 (15.87%) Microsoft Excel
12 9 (14.29%) Java
12 9 (14.29%) Business Analysis
13 8 (12.70%) SQL Server Analysis Services
13 8 (12.70%) Unix
13 8 (12.70%) Migration
13 8 (12.70%) Dashboard Development
14 7 (11.11%) Data Strategy

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 20 (31.75%) SAS
2 3 (4.76%) Oracle SOA Suite
2 3 (4.76%) SharePoint
2 3 (4.76%) SharePoint 2013
3 2 (3.17%) Confluence
4 1 (1.59%) MS Exchange
4 1 (1.59%) NetWeaver
Applications
1 10 (15.87%) Microsoft Excel
2 3 (4.76%) Microsoft Office
2 3 (4.76%) Spreadsheet
3 1 (1.59%) MS Visio
Business Applications
1 3 (4.76%) Salesforce.com CRM
2 2 (3.17%) SAP S/4HANA
3 1 (1.59%) SAP MDM
3 1 (1.59%) SAP R/3
Cloud Services
1 4 (6.35%) Microsoft Azure
2 2 (3.17%) SuccessFactors
3 1 (1.59%) Amazon AWS
3 1 (1.59%) Office 365
3 1 (1.59%) PaaS
3 1 (1.59%) SaaS
Communications & Networking
1 2 (3.17%) DNS
1 2 (3.17%) Firewall
2 1 (1.59%) Internet
2 1 (1.59%) SMS
Database & Business Intelligence
1 17 (26.98%) Data Warehouse
1 17 (26.98%) SQL Server
1 17 (26.98%) SQL Server Integration Services
2 15 (23.81%) Power BI
3 8 (12.70%) SQL Server Analysis Services
4 7 (11.11%) Big Data
5 6 (9.52%) Enterprise Data Warehouse
5 6 (9.52%) SQL Server Reporting Services
6 5 (7.94%) Data Lake
6 5 (7.94%) Hadoop
6 5 (7.94%) Relational Database
7 4 (6.35%) Apache Hive
7 4 (6.35%) BusinessObjects
7 4 (6.35%) HBase
7 4 (6.35%) MongoDB
7 4 (6.35%) OLAP
7 4 (6.35%) PostgreSQL
8 3 (4.76%) Data Mining
8 3 (4.76%) Microsoft Analysis Services
8 3 (4.76%) Pentaho
Development Applications
1 4 (6.35%) ERwin
1 4 (6.35%) Jenkins
2 3 (4.76%) SQL Server Management Studio (SSMS)
2 3 (4.76%) Visual Studio
3 2 (3.17%) Git (software)
3 2 (3.17%) JIRA
3 2 (3.17%) Selenium
General
1 23 (36.51%) Finance
2 4 (6.35%) Banking
3 2 (3.17%) Marketing
3 2 (3.17%) Retail
3 2 (3.17%) Retail Banking
4 1 (1.59%) Back Office
4 1 (1.59%) Publishing
Job Titles
1 18 (28.57%) Analyst
2 14 (22.22%) Architect
3 12 (19.05%) Data Architect
4 7 (11.11%) Developer
5 6 (9.52%) Data Analyst
6 5 (7.94%) Data Manager
7 4 (6.35%) Business Intelligence Analyst
7 4 (6.35%) Business Intelligence Developer
7 4 (6.35%) Data Engineer
7 4 (6.35%) Senior Data Engineer
8 3 (4.76%) Business Analyst
8 3 (4.76%) Lead Architect
8 3 (4.76%) Lead Data Architect
8 3 (4.76%) Solutions Architect
9 2 (3.17%) Consultant
9 2 (3.17%) DBA
9 2 (3.17%) Information Architect
9 2 (3.17%) Senior Manager
9 2 (3.17%) Systems Analyst
9 2 (3.17%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (4.76%) REST
1 3 (4.76%) SOAP
2 2 (3.17%) Web Services
3 1 (1.59%) SAP Basis
3 1 (1.59%) XML
Miscellaneous
1 17 (26.98%) Analytical Skills
2 13 (20.63%) Management Information System
3 5 (7.94%) Enterprise Software
4 3 (4.76%) Data Structures
5 2 (3.17%) Clustering
5 2 (3.17%) Credit Risk
6 1 (1.59%) Data Centre
6 1 (1.59%) Data Protection Act
6 1 (1.59%) Greenfield Project
6 1 (1.59%) iSeries
6 1 (1.59%) Market Risk
6 1 (1.59%) Mobile App
6 1 (1.59%) NHS
6 1 (1.59%) User Experience
Operating Systems
1 8 (12.70%) Unix
2 3 (4.76%) Linux
3 1 (1.59%) AIX
3 1 (1.59%) Red Hat Enterprise Linux
3 1 (1.59%) Windows
3 1 (1.59%) Windows Server
Processes & Methodologies
1 24 (38.10%) Business Intelligence
2 23 (36.51%) Agile Software Development
3 19 (30.16%) Data Modelling
3 19 (30.16%) ETL
4 15 (23.81%) Data Analysis
5 12 (19.05%) Data Architecture
5 12 (19.05%) Data Governance
6 10 (15.87%) Analytics
6 10 (15.87%) Data Integration
7 9 (14.29%) Business Analysis
8 8 (12.70%) Dashboard Development
8 8 (12.70%) Migration
9 7 (11.11%) Data Strategy
9 7 (11.11%) Master Data Management
9 7 (11.11%) Open Source
9 7 (11.11%) Visualisation
10 6 (9.52%) Data Migration
10 6 (9.52%) Stakeholder Management
11 5 (7.94%) Data Visualisation
11 5 (7.94%) SOA
Programming Languages
1 25 (39.68%) SQL
2 9 (14.29%) Java
3 6 (9.52%) Shell Script
4 5 (7.94%) T-SQL
5 2 (3.17%) JavaScript
5 2 (3.17%) PHP
5 2 (3.17%) PL/SQL
6 1 (1.59%) R
6 1 (1.59%) VBA
Qualifications
1 7 (11.11%) Degree
2 6 (9.52%) Microsoft Certification
3 4 (6.35%) MCSE
4 3 (4.76%) Security Cleared
5 2 (3.17%) ISEB
5 2 (3.17%) MCSD
6 1 (1.59%) BPSS Clearance
6 1 (1.59%) CCDP
6 1 (1.59%) CCIE
6 1 (1.59%) CCNP
6 1 (1.59%) Chartered Engineer
6 1 (1.59%) Cisco Certification
6 1 (1.59%) CISM
6 1 (1.59%) CISSP
6 1 (1.59%) ISTQB
6 1 (1.59%) ISTQB Foundation Certification
6 1 (1.59%) MCSA
6 1 (1.59%) PRINCE2 Certification
6 1 (1.59%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (19.05%) Data Quality
2 11 (17.46%) QA
3 2 (3.17%) GDPR
4 1 (1.59%) SLA
System Software
1 1 (1.59%) Active Directory
1 1 (1.59%) Firmware
1 1 (1.59%) Hyper-V
1 1 (1.59%) VMware Infrastructure
Systems Management
1 2 (3.17%) Ansible
1 2 (3.17%) CFEngine
1 2 (3.17%) Opscode Chef
1 2 (3.17%) Puppet
1 2 (3.17%) Salt
2 1 (1.59%) EMC NetWorker
2 1 (1.59%) SCCM
2 1 (1.59%) Systems Management Server (SMS)
Vendors
1 23 (36.51%) Microsoft
2 15 (23.81%) Oracle
3 7 (11.11%) Tableau
4 6 (9.52%) Informatica
5 4 (6.35%) CA
5 4 (6.35%) IBM
5 4 (6.35%) SAP
6 3 (4.76%) Cisco
6 3 (4.76%) Red Hat
6 3 (4.76%) Salesforce.com
7 2 (3.17%) Atlassian
7 2 (3.17%) CheckPoint
7 2 (3.17%) Cloudera
7 2 (3.17%) F5
7 2 (3.17%) Hortonworks
7 2 (3.17%) Juniper
8 1 (1.59%) Datameer
8 1 (1.59%) EMC
8 1 (1.59%) NetApp
8 1 (1.59%) VMware