The table below looks at the statistics for Data Management skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 96 86 72
Rank change year-on-year
-10 -14
Contract jobs citing Data Management 55 56 42
As % of all contract IT jobs located in Yorkshire 1.91% 1.90% 1.81%
As % of the Processes & Methodologies category 2.25% 2.34% 2.32%
Number of daily rates quoted 37 41 26
Median daily rate £460 £463 £413
Median daily rate % change year-on-year
-0.54% +12.12%
90% offered a daily rate of more than £340 £375 £263
10% offered a daily rate of more than £570 £550 £438
UK excluding London median daily rate £430 £450 £415
% change year-on-year
-4.44% +8.43%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £15.05 £31.40 £17.68
% change year-on-year
-52.08% +77.65%
Data Management
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2440 2397 1810
As % of all contract IT jobs located in Yorkshire 84.81% 81.31% 77.98%
Number of daily rates quoted 1621 1697 1138
Median daily rate £425 £363 £350
Median daily rate % change year-on-year
+17.24% +3.57%
90% offered a daily rate of more than £313 £275 £225
10% offered a daily rate of more than £550 £500 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 41 58 60
Median hourly rate £14.50 £21.53 £15.39
Median hourly rate % change year-on-year
-32.63% +39.90%
90% offered a hourly rate of more than £11.72 £10.50 £10.00
10% offered a hourly rate of more than £37.00 £40.00 £34.60
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Management
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Data Management as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Yorkshire

Data Management
Daily Rate Trend in Yorkshire

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

Data Management Daily Rate Trend in Yorkshire

Data Management
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management across the Yorkshire region over the 3 months to 25 July 2016.

Data Management Daily Rate Histogram in Yorkshire

Data Management
Hourly Rate Trend in Yorkshire

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

Data Management Hourly Rate Trend 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 3 months to 25 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -3 49 £485 +4.58% 10
Data Management
England

Data Management
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 July 2016, 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 46 (42.20%) Finance
1 46 (42.20%) Analytical Skills
2 40 (36.70%) Data Modelling
3 35 (32.11%) Agile Software Development
4 28 (25.69%) Java
5 27 (24.77%) Data Warehouse
5 27 (24.77%) Continuous Integration
6 25 (22.94%) Unit Testing
6 25 (22.94%) BDD
6 25 (22.94%) Data Quality
6 25 (22.94%) TDD
6 25 (22.94%) Software Engineering
7 24 (22.02%) MongoDB
8 23 (21.10%) Open Source
8 23 (21.10%) Data Analysis
8 23 (21.10%) JavaScript
8 23 (21.10%) SQL
8 23 (21.10%) Coaching
9 21 (19.27%) Regression Testing
9 21 (19.27%) Data Governance
10 20 (18.35%) Business Intelligence
10 20 (18.35%) Unix
11 19 (17.43%) Information Management
12 18 (16.51%) Quality Management
12 18 (16.51%) SAS
13 17 (15.60%) Linux
13 17 (15.60%) Management Information System
14 15 (13.76%) Master Data Management
14 15 (13.76%) Data Architecture
15 14 (12.84%) Business Analysis

Data Management
Top Related 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 18 (16.51%) SAS
2 4 (3.67%) nginx
2 4 (3.67%) Tomcat
3 2 (1.83%) Apache Spark
4 1 (0.92%) CMS
4 1 (0.92%) SharePoint
Applications
1 5 (4.59%) MS Excel
2 4 (3.67%) MS Office
Business Applications
1 8 (7.34%) Dynamics CRM
Cloud Services
1 10 (9.17%) IaaS
1 10 (9.17%) PaaS
1 10 (9.17%) SaaS
2 8 (7.34%) Microsoft Azure
3 2 (1.83%) Amazon AWS
Communications & Networking
1 6 (5.50%) Extranet
1 6 (5.50%) Intranet
2 4 (3.67%) HTTP
3 3 (2.75%) Internet
Database & Business Intelligence
1 27 (24.77%) Data Warehouse
2 24 (22.02%) MongoDB
3 13 (11.93%) Hadoop
4 11 (10.09%) PostgreSQL
5 10 (9.17%) Apache Hive
5 10 (9.17%) BusinessObjects
5 10 (9.17%) Enterprise Data Warehouse
5 10 (9.17%) HBase
5 10 (9.17%) IBM InfoSphere
5 10 (9.17%) Pentaho
5 10 (9.17%) Star Schema
6 7 (6.42%) Relational Database
7 6 (5.50%) OLAP
7 6 (5.50%) OLTP
8 5 (4.59%) Big Data
9 4 (3.67%) Data Mining
10 3 (2.75%) Neo4j
10 3 (2.75%) RDBMS
11 2 (1.83%) CouchDB
11 2 (1.83%) NoSQL
Development Applications
1 10 (9.17%) ERwin
2 3 (2.75%) Eclipse
2 3 (2.75%) IntelliJ
2 3 (2.75%) Jenkins
2 3 (2.75%) NetBeans
3 2 (1.83%) Git (software)
4 1 (0.92%) Cucumber
4 1 (0.92%) JIRA
4 1 (0.92%) Selenium
4 1 (0.92%) SQL Server Management Studio (SSMS)
4 1 (0.92%) WebDriver
4 1 (0.92%) Zephyr
General
1 46 (42.20%) Finance
2 4 (3.67%) Legal
3 3 (2.75%) Banking
4 2 (1.83%) Telecoms
5 1 (0.92%) Automotive
5 1 (0.92%) Billing
5 1 (0.92%) Manufacturing
5 1 (0.92%) Pharmaceutical
5 1 (0.92%) Retail
Job Titles
1 33 (30.28%) Analyst
2 23 (21.10%) Developer
3 21 (19.27%) Architect
4 18 (16.51%) Data Analyst
5 17 (15.60%) Java Developer
6 11 (10.09%) Data Modeller
7 10 (9.17%) Business Analyst
7 10 (9.17%) Digital Developer
8 9 (8.26%) Enterprise Architect
8 9 (8.26%) Senior Analyst
8 9 (8.26%) Senior Architect
9 8 (7.34%) Data Business Analyst
9 8 (7.34%) Software Engineer
10 7 (6.42%) Data Architect
10 7 (6.42%) JavaScript Engineer
10 7 (6.42%) Senior Data Modeller
11 6 (5.50%) Consultant
11 6 (5.50%) Principal Engineer
11 6 (5.50%) Principal Software Engineer
11 6 (5.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (7.34%) Middleware
1 8 (7.34%) Web Services
2 6 (5.50%) HTML
2 6 (5.50%) Node.js
3 5 (4.59%) Dropwizard
3 5 (4.59%) REST
3 5 (4.59%) XML
4 4 (3.67%) .NET
4 4 (3.67%) AngularJS
4 4 (3.67%) Hibernate
5 3 (2.75%) CSS
5 3 (2.75%) D3.js
5 3 (2.75%) JAX-RS
5 3 (2.75%) jQuery
6 2 (1.83%) Kafka
6 2 (1.83%) RabbitMQ
6 2 (1.83%) Spring
7 1 (0.92%) J2EE
7 1 (0.92%) JSON
7 1 (0.92%) XSLT
Miscellaneous
1 46 (42.20%) Analytical Skills
2 17 (15.60%) Management Information System
3 13 (11.93%) Data Structures
4 10 (9.17%) Visualisation
5 9 (8.26%) Computer Science
5 9 (8.26%) Data Integration
6 6 (5.50%) Data Protection Act
7 5 (4.59%) Algorithms
7 5 (4.59%) Credit Risk
8 2 (1.83%) Data Centre
8 2 (1.83%) Private Cloud
8 2 (1.83%) Taxonomies
9 1 (0.92%) Client/Server
9 1 (0.92%) FMCG
9 1 (0.92%) Reference Data
Operating Systems
1 20 (18.35%) Unix
2 17 (15.60%) Linux
3 3 (2.75%) Mac OS X
4 2 (1.83%) CentOS
4 2 (1.83%) Red Hat Enterprise Linux
5 1 (0.92%) AIX
5 1 (0.92%) Mac OS
5 1 (0.92%) Windows
Processes & Methodologies
1 40 (36.70%) Data Modelling
2 35 (32.11%) Agile Software Development
3 27 (24.77%) Continuous Integration
4 25 (22.94%) BDD
4 25 (22.94%) Software Engineering
4 25 (22.94%) TDD
4 25 (22.94%) Unit Testing
5 23 (21.10%) Coaching
5 23 (21.10%) Data Analysis
5 23 (21.10%) Open Source
6 21 (19.27%) Data Governance
6 21 (19.27%) Regression Testing
7 20 (18.35%) Business Intelligence
8 19 (17.43%) Information Management
9 18 (16.51%) Quality Management
10 15 (13.76%) Data Architecture
10 15 (13.76%) Master Data Management
11 14 (12.84%) Business Analysis
11 14 (12.84%) Mentoring
12 13 (11.93%) SFIA
Programming Languages
1 28 (25.69%) Java
2 23 (21.10%) JavaScript
2 23 (21.10%) SQL
3 13 (11.93%) Python
4 11 (10.09%) C++
5 10 (9.17%) Shell Script
6 4 (3.67%) VBA
7 2 (1.83%) Bash Shell
7 2 (1.83%) Ruby
7 2 (1.83%) Scala
8 1 (0.92%) C#
8 1 (0.92%) XQuery
Qualifications
1 11 (10.09%) Degree
2 9 (8.26%) BPSS Clearance
2 9 (8.26%) Security Cleared
3 4 (3.67%) CCA
3 4 (3.67%) ISTQB
3 4 (3.67%) ISTQB Foundation Certification
4 3 (2.75%) ISEB
5 2 (1.83%) MBA
6 1 (0.92%) BC Cleared
6 1 (0.92%) ISEB Practitioner
Quality Assurance & Compliance
1 25 (22.94%) Data Quality
2 6 (5.50%) Disclosure Scotland
3 3 (2.75%) QA
4 2 (1.83%) SLA
5 1 (0.92%) FATCA
System Software
1 2 (1.83%) Apache Flume
1 2 (1.83%) Docker
Systems Management
1 12 (11.01%) Puppet
2 11 (10.09%) Opscode Chef
3 2 (1.83%) Graphite
3 2 (1.83%) Salt
4 1 (0.92%) Tivoli
Vendors
1 11 (10.09%) Oracle
2 10 (9.17%) CA
2 10 (9.17%) IBM
2 10 (9.17%) Informatica
2 10 (9.17%) Tableau
3 6 (5.50%) Microsoft
4 3 (2.75%) SAP
5 2 (1.83%) Cloudera
5 2 (1.83%) Splunk
6 1 (0.92%) DataFlux
6 1 (0.92%) Red Hat