The table below looks at the statistics for Big Data skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Big Data over the 3 months to 27 May 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
27 May 2016
Same period 2015 Same period 2014
Big Data
Rank 123 130 125
Rank change year-on-year
+7 -5
Contract jobs citing Big Data 14 16 3
As % of all contract IT jobs located in Yorkshire 0.49% 0.56% 0.12%
As % of the Database & Business Intelligence category 2.14% 1.76% 0.43%
Number of daily rates quoted 11 8 2
Median daily rate £500 £650 £368
Median daily rate % change year-on-year
-23.07% +76.87%
90% offered a daily rate of more than £375 £424 £354
10% offered a daily rate of more than £800 £800 £382
UK excluding London median daily rate £460 £500 £450
% change year-on-year
-8.00% +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.61 £16.00 £20.50
% change year-on-year
+22.56% -21.95%
Big Data
England

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

Database & Business Intelligence Category
Yorkshire
Contract IT job ads with a match in the
Database & Business Intelligence category
655 908 698
As % of all contract IT jobs located in Yorkshire 22.78% 31.67% 27.72%
Number of daily rates quoted 481 604 448
Median daily rate £400 £350 £320
Median daily rate % change year-on-year
+14.28% +9.37%
90% offered a daily rate of more than £305 £275 £225
10% offered a daily rate of more than £725 £475 £450
UK excluding London median daily rate £388 £365 £350
% change year-on-year
+6.16% +4.28%
Number of hourly rates quoted 7 14 14
Median hourly rate £22.50 £35.00 £32.50
Median hourly rate % change year-on-year
-35.71% +7.69%
90% offered a hourly rate of more than £14.82 £15.40 £14.50
10% offered a hourly rate of more than £30.90 £35.00 £71.00
UK excluding London median hourly rate £32.66 £23.00 £31.50
% change year-on-year
+41.97% -26.98%

Big Data
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Big Data as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Yorkshire

Big Data
Daily Rate Trend in Yorkshire

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

Big Data Daily Rate Trend in Yorkshire

Big Data
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Big Data across the Yorkshire region over the 3 months to 27 May 2016.

Big Data Daily Rate Histogram in Yorkshire

Big Data
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 Big Data within the Yorkshire region over the 3 months to 27 May 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 11 £485 -30.71% 7
South Yorkshire -3 3 £800 +120.68%
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 May 2016, IT contractor jobs citing Big Data 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 Big Data.

1 18 (40.91%) Finance
2 16 (36.36%) Data Modelling
3 14 (31.82%) Hadoop
3 14 (31.82%) Apache Hive
3 14 (31.82%) Analytics
4 13 (29.55%) Unix
5 12 (27.27%) Java
6 11 (25.00%) Oracle
6 11 (25.00%) Data Warehouse
7 10 (22.73%) Python
7 10 (22.73%) ETL
7 10 (22.73%) Business Intelligence
7 10 (22.73%) Linux
7 10 (22.73%) Agile Software Development
7 10 (22.73%) Banking
7 10 (22.73%) MongoDB
8 9 (20.45%) SQL
9 8 (18.18%) JavaScript
9 8 (18.18%) Amazon AWS
9 8 (18.18%) Analytical Skills
10 7 (15.91%) Logical Data Model
10 7 (15.91%) Physical Data Model
10 7 (15.91%) AngularJS
10 7 (15.91%) Opscode Chef
10 7 (15.91%) Apache Cassandra
10 7 (15.91%) Visualisation
10 7 (15.91%) Node.js
10 7 (15.91%) Tableau
10 7 (15.91%) .NET
11 6 (13.64%) Internet

Big Data
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 7 (15.91%) Node.js
2 6 (13.64%) SAS
3 4 (9.09%) Apache Spark
4 3 (6.82%) Apache
4 3 (6.82%) Apache Pig
5 2 (4.55%) Apache Solr
6 1 (2.27%) Elasticsearch
6 1 (2.27%) Tomcat
Cloud Services
1 8 (18.18%) Amazon AWS
2 6 (13.64%) Cloud Computing
3 5 (11.36%) IaaS
4 2 (4.55%) GitHub
4 2 (4.55%) Microsoft Azure
5 1 (2.27%) Office 365
5 1 (2.27%) PaaS
Communications & Networking
1 6 (13.64%) Internet
2 1 (2.27%) NAS
2 1 (2.27%) SAN
Database & Business Intelligence
1 14 (31.82%) Apache Hive
1 14 (31.82%) Hadoop
2 11 (25.00%) Data Warehouse
3 10 (22.73%) MongoDB
4 7 (15.91%) Apache Cassandra
5 4 (9.09%) SQL Server
5 4 (9.09%) Sqoop
6 3 (6.82%) MySQL
6 3 (6.82%) NoSQL
6 3 (6.82%) Relational Database
7 2 (4.55%) BusinessObjects
7 2 (4.55%) DB2
7 2 (4.55%) Enterprise Data Warehouse
7 2 (4.55%) HBase
7 2 (4.55%) Pentaho
7 2 (4.55%) PostgreSQL
7 2 (4.55%) SQL Server 2012
7 2 (4.55%) SQL Server 2014
8 1 (2.27%) Data Mining
8 1 (2.27%) Riak
Development Applications
1 3 (6.82%) JIRA
2 2 (4.55%) ERwin
2 2 (4.55%) Git (software)
2 2 (4.55%) Jenkins
3 1 (2.27%) Hudson
3 1 (2.27%) JUnit
3 1 (2.27%) Spock
3 1 (2.27%) Subversion
General
1 18 (40.91%) Finance
2 10 (22.73%) Banking
3 3 (6.82%) Retail
4 2 (4.55%) Billing
4 2 (4.55%) Games
4 2 (4.55%) Telecoms
5 1 (2.27%) Marketing
5 1 (2.27%) Retail Banking
Job Titles
1 12 (27.27%) Architect
2 10 (22.73%) Developer
3 7 (15.91%) Data Architect
4 6 (13.64%) Data Modeller
5 5 (11.36%) Big Data Architect
5 5 (11.36%) Consultant
5 5 (11.36%) Technical Architect
6 4 (9.09%) Analyst
7 3 (6.82%) Digital Architect
7 3 (6.82%) Enterprise Architect
7 3 (6.82%) Enterprise Data Architect
7 3 (6.82%) Java Developer
7 3 (6.82%) Systems Analyst
8 2 (4.55%) Cloud Architect
8 2 (4.55%) Designer
8 2 (4.55%) Digital Technical Architect
8 2 (4.55%) Node.js Developer
8 2 (4.55%) Senior Architect
8 2 (4.55%) Senior Digital Architect
8 2 (4.55%) Senior Digital Technical Architect
Libraries, Frameworks & Software Standards
1 7 (15.91%) .NET
1 7 (15.91%) AngularJS
2 5 (11.36%) Twitter Bootstrap
2 5 (11.36%) Web Services
3 3 (6.82%) .NET Framework
3 3 (6.82%) Dojo
4 2 (4.55%) Backbone.js
4 2 (4.55%) Ember.js
4 2 (4.55%) Middleware
4 2 (4.55%) React
4 2 (4.55%) Spring
5 1 (2.27%) ActiveMQ
5 1 (2.27%) Drools
5 1 (2.27%) jQuery
5 1 (2.27%) LAMP
5 1 (2.27%) Pandas
5 1 (2.27%) RabbitMQ
5 1 (2.27%) REST
5 1 (2.27%) Scrapy
Miscellaneous
1 8 (18.18%) Analytical Skills
2 7 (15.91%) Visualisation
3 4 (9.09%) Data Integration
4 3 (6.82%) Data Structures
4 3 (6.82%) iSeries
4 3 (6.82%) Management Information System
5 2 (4.55%) Data Extraction
5 2 (4.55%) Reference Data
6 1 (2.27%) CLARiiON
6 1 (2.27%) Clustering
6 1 (2.27%) Credit Risk
6 1 (2.27%) Data Centre
6 1 (2.27%) Enterprise Storage
6 1 (2.27%) Hybrid Cloud
6 1 (2.27%) IBM XIV
6 1 (2.27%) Mathematics
6 1 (2.27%) Public Cloud
6 1 (2.27%) Social Media
6 1 (2.27%) Statistics
6 1 (2.27%) User Experience
Operating Systems
1 13 (29.55%) Unix
2 10 (22.73%) Linux
3 2 (4.55%) Red Hat Enterprise Linux
4 1 (2.27%) Windows
Processes & Methodologies
1 16 (36.36%) Data Modelling
2 14 (31.82%) Analytics
3 10 (22.73%) Agile Software Development
3 10 (22.73%) Business Intelligence
3 10 (22.73%) ETL
4 7 (15.91%) Logical Data Model
4 7 (15.91%) Physical Data Model
5 5 (11.36%) Data Management
5 5 (11.36%) Machine Learning
5 5 (11.36%) Open Source
5 5 (11.36%) Web Accessibility
6 4 (9.09%) Data Analytics
6 4 (9.09%) TDD
7 3 (6.82%) BDD
7 3 (6.82%) Big Data Analytics
7 3 (6.82%) Data Architecture
7 3 (6.82%) MapReduce
7 3 (6.82%) SDLC
8 2 (4.55%) ETL Development
8 2 (4.55%) SFIA
Programming Languages
1 12 (27.27%) Java
2 10 (22.73%) Python
3 9 (20.45%) SQL
4 8 (18.18%) JavaScript
5 5 (11.36%) R
5 5 (11.36%) Shell Script
6 2 (4.55%) C++
6 2 (4.55%) Ruby
7 1 (2.27%) Bash Shell
7 1 (2.27%) Groovy
7 1 (2.27%) Perl
7 1 (2.27%) PHP
Qualifications
1 4 (9.09%) BPSS Clearance
2 2 (4.55%) Degree
2 2 (4.55%) Security Cleared
3 1 (2.27%) CCDE
3 1 (2.27%) CCIE
3 1 (2.27%) CCNP
3 1 (2.27%) CCSP
3 1 (2.27%) Cisco Certification
3 1 (2.27%) CISSP
3 1 (2.27%) VERITAS Certified Professional (VCP)
3 1 (2.27%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 3 (6.82%) Data Quality
2 2 (4.55%) QA
System Software
1 3 (6.82%) Apache Flume
1 3 (6.82%) HDFS
1 3 (6.82%) VMware Infrastructure
2 2 (4.55%) Docker
2 2 (4.55%) Hyper-V
3 1 (2.27%) Veritas Cluster Server
Systems Management
1 7 (15.91%) Opscode Chef
2 5 (11.36%) StatsD
3 2 (4.55%) Ansible
3 2 (4.55%) Control-M
3 2 (4.55%) Puppet
4 1 (2.27%) Cacti
4 1 (2.27%) Graphite
4 1 (2.27%) Kubernetes
4 1 (2.27%) Mesos
4 1 (2.27%) Nagios
4 1 (2.27%) NetBackup
4 1 (2.27%) Opsview
4 1 (2.27%) Salt
4 1 (2.27%) SolarWinds Orion
Vendors
1 11 (25.00%) Oracle
2 7 (15.91%) Tableau
3 6 (13.64%) Teradata
4 5 (11.36%) Apigee
4 5 (11.36%) Citrix
4 5 (11.36%) Mashery
5 3 (6.82%) Hortonworks
5 3 (6.82%) Microsoft
5 3 (6.82%) VMware
6 2 (4.55%) Ab Initio
6 2 (4.55%) BMC
6 2 (4.55%) CA
6 2 (4.55%) Informatica
6 2 (4.55%) Red Hat
6 2 (4.55%) Sybase
7 1 (2.27%) Dell
7 1 (2.27%) EMC
7 1 (2.27%) HP
7 1 (2.27%) NetApp
7 1 (2.27%) Veritas