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 29 September 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
29 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 112 142 114
Rank change year-on-year
+30 -28
Contract jobs citing Big Data 30 12 8
As % of all contract IT jobs located in Yorkshire 1.05% 0.38% 0.33%
As % of the Database & Business Intelligence category 4.12% 1.39% 1.31%
Number of daily rates quoted 20 8 7
Median daily rate £525 £550 £350
Median daily rate % change year-on-year
-4.54% +57.14%
90% offered a daily rate of more than £398 £445 £280
10% offered a daily rate of more than £607 £650 £400
UK excluding London median daily rate £450 £475 £450
% change year-on-year
-5.26% +5.55%
Number of hourly rates quoted 0 1 0
Median hourly rate - £16.66 -
UK excluding London median hourly rate £45.00 £33.33 -
% change year-on-year
+35.01% -
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
729 865 609
As % of all contract IT jobs located in Yorkshire 25.59% 27.05% 24.92%
Number of daily rates quoted 492 592 374
Median daily rate £375 £350 £325
Median daily rate % change year-on-year
+7.14% +7.69%
90% offered a daily rate of more than £288 £271 £225
10% offered a daily rate of more than £525 £490 £475
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 12 13 11
Median hourly rate £13.50 £15.00 £22.50
Median hourly rate % change year-on-year
-10.00% -33.33%
90% offered a hourly rate of more than £13.00 £10.35 £14.85
10% offered a hourly rate of more than £32.90 £37.04 £50.00
UK excluding London median hourly rate £37.50 £33.55 £22.50
% change year-on-year
+11.77% +49.11%

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 29 September 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 29 September 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
South Yorkshire +7 15 £550 +4.76% 3
West Yorkshire +19 14 £470 -26.27% 11
North Yorkshire - 1 £550 - 1
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 29 September 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 32 (60.38%) Hadoop
2 19 (35.85%) Apache Hive
3 18 (33.96%) Java
4 15 (28.30%) Business Intelligence
4 15 (28.30%) Apache Spark
5 13 (24.53%) Analytics
6 12 (22.64%) Finance
7 11 (20.75%) Apache Pig
8 10 (18.87%) Microsoft
8 10 (18.87%) Linux
8 10 (18.87%) Data Modelling
8 10 (18.87%) SQL
8 10 (18.87%) MySQL
8 10 (18.87%) Agile Software Development
9 9 (16.98%) Hibernate
9 9 (16.98%) Oracle
9 9 (16.98%) DB2
9 9 (16.98%) Sqoop
9 9 (16.98%) HBase
10 8 (15.09%) Amazon AWS
11 7 (13.21%) Relational Database
11 7 (13.21%) Analytical Skills
11 7 (13.21%) Scala
11 7 (13.21%) VMware Infrastructure
11 7 (13.21%) SQL Server
11 7 (13.21%) J2EE
11 7 (13.21%) Python
11 7 (13.21%) TDD
11 7 (13.21%) VMware
12 6 (11.32%) Data Warehouse

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 15 (28.30%) Apache Spark
2 11 (20.75%) Apache Pig
3 5 (9.43%) SAS
4 2 (3.77%) Apache
4 2 (3.77%) Apache Solr
5 1 (1.89%) Confluence
5 1 (1.89%) Elasticsearch
5 1 (1.89%) Tomcat
Cloud Services
1 8 (15.09%) Amazon AWS
2 6 (11.32%) Microsoft Azure
2 6 (11.32%) PaaS
3 2 (3.77%) GitHub
Communications & Networking
1 4 (7.55%) LDAP
2 2 (3.77%) TCP/IP
3 1 (1.89%) Internet
3 1 (1.89%) NAS
3 1 (1.89%) SAN
Database & Business Intelligence
1 32 (60.38%) Hadoop
2 19 (35.85%) Apache Hive
3 10 (18.87%) MySQL
4 9 (16.98%) DB2
4 9 (16.98%) HBase
4 9 (16.98%) Sqoop
5 7 (13.21%) Relational Database
5 7 (13.21%) SQL Server
6 6 (11.32%) Data Lake
6 6 (11.32%) Data Warehouse
7 5 (9.43%) MongoDB
8 3 (5.66%) NoSQL
8 3 (5.66%) OLAP
9 2 (3.77%) Apache Cassandra
9 2 (3.77%) Data Mining
10 1 (1.89%) HDInsight
10 1 (1.89%) Impala
10 1 (1.89%) RDBMS
10 1 (1.89%) SQL Server 2014
10 1 (1.89%) SQL Server 2016
Development Applications
1 4 (7.55%) Git (software)
2 3 (5.66%) Jenkins
3 2 (3.77%) JIRA
4 1 (1.89%) Hudson
4 1 (1.89%) JUnit
4 1 (1.89%) Subversion
General
1 12 (22.64%) Finance
2 5 (9.43%) Banking
3 1 (1.89%) Billing
3 1 (1.89%) Games
3 1 (1.89%) Telecoms
Job Titles
1 13 (24.53%) Architect
2 11 (20.75%) Developer
3 9 (16.98%) Consultant
3 9 (16.98%) Data Architect
4 8 (15.09%) Big Data Architect
5 6 (11.32%) Database Consultant
6 5 (9.43%) Java Developer
7 4 (7.55%) Administrator
7 4 (7.55%) Big Data Developer
7 4 (7.55%) Systems Administrator
7 4 (7.55%) Virtualisation Consultant
7 4 (7.55%) VMware Consultant
8 3 (5.66%) Data Scientist
8 3 (5.66%) Designer
8 3 (5.66%) Infrastructure Designer
8 3 (5.66%) Project Manager
8 3 (5.66%) Technical Architect
9 2 (3.77%) DBA
9 2 (3.77%) Infrastructure Engineer
9 2 (3.77%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 9 (16.98%) Hibernate
2 7 (13.21%) J2EE
3 4 (7.55%) Apache Tez
3 4 (7.55%) Node.js
4 3 (5.66%) Spring
5 2 (3.77%) AngularJS
5 2 (3.77%) Backbone.js
5 2 (3.77%) Ember.js
5 2 (3.77%) React
5 2 (3.77%) Web Services
6 1 (1.89%) ActiveMQ
6 1 (1.89%) Cascading
6 1 (1.89%) LAMP
6 1 (1.89%) NumPy
6 1 (1.89%) Pandas
6 1 (1.89%) RabbitMQ
6 1 (1.89%) RESTful
6 1 (1.89%) Scrapy
Miscellaneous
1 7 (13.21%) Analytical Skills
2 4 (7.55%) Data Integration
2 4 (7.55%) Public Cloud
3 3 (5.66%) iSeries
4 2 (3.77%) Computer Science
4 2 (3.77%) Mathematics
4 2 (3.77%) Physics
4 2 (3.77%) Statistics
4 2 (3.77%) Visualisation
5 1 (1.89%) CLARiiON
5 1 (1.89%) Clustering
5 1 (1.89%) Data Centre
5 1 (1.89%) Enterprise Cloud
5 1 (1.89%) Enterprise Storage
5 1 (1.89%) IBM XIV
5 1 (1.89%) Management Information System
5 1 (1.89%) Neural Network
5 1 (1.89%) NHS
5 1 (1.89%) Reference Data
5 1 (1.89%) Social Network
Operating Systems
1 10 (18.87%) Linux
2 6 (11.32%) Red Hat Enterprise Linux
3 5 (9.43%) Unix
4 4 (7.55%) CentOS
5 3 (5.66%) Windows
6 2 (3.77%) Windows Server
Processes & Methodologies
1 15 (28.30%) Business Intelligence
2 13 (24.53%) Analytics
3 10 (18.87%) Agile Software Development
3 10 (18.87%) Data Modelling
4 7 (13.21%) TDD
5 6 (11.32%) ETL
6 5 (9.43%) High Availability
6 5 (9.43%) Stakeholder Engagement
7 4 (7.55%) Data Analysis
7 4 (7.55%) Data Munging
7 4 (7.55%) Open Source
8 3 (5.66%) BDD
8 3 (5.66%) Configuration Management
8 3 (5.66%) Continuous Integration
8 3 (5.66%) Data Security
8 3 (5.66%) DevOps
8 3 (5.66%) Pair Programming
8 3 (5.66%) Use Case
8 3 (5.66%) User Stories
9 2 (3.77%) MapReduce
Programming Languages
1 18 (33.96%) Java
2 10 (18.87%) SQL
3 7 (13.21%) Python
3 7 (13.21%) Scala
4 5 (9.43%) R
5 3 (5.66%) Bash Shell
5 3 (5.66%) HiveQL
5 3 (5.66%) JavaScript
5 3 (5.66%) Perl
6 2 (3.77%) MATLAB
7 1 (1.89%) C++
7 1 (1.89%) PHP
7 1 (1.89%) Ruby
7 1 (1.89%) Shell Script
7 1 (1.89%) T-SQL
Qualifications
1 2 (3.77%) Degree
1 2 (3.77%) PhD
2 1 (1.89%) CCDE
2 1 (1.89%) CCIE
2 1 (1.89%) CCNP
2 1 (1.89%) CCSP
2 1 (1.89%) Cisco Certification
2 1 (1.89%) CISSP
2 1 (1.89%) VERITAS Certified Professional (VCP)
2 1 (1.89%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (3.77%) FATCA
2 1 (1.89%) Data Quality
System Software
1 7 (13.21%) VMware Infrastructure
2 6 (11.32%) Active Directory
2 6 (11.32%) Hyper-V
3 5 (9.43%) Apache Flume
4 3 (5.66%) Docker
4 3 (5.66%) HDFS
5 1 (1.89%) Veritas Cluster Server
Systems Management
1 3 (5.66%) Nagios
2 1 (1.89%) Ansible
2 1 (1.89%) Cacti
2 1 (1.89%) Graphite
2 1 (1.89%) NetBackup
2 1 (1.89%) Opscode Chef
2 1 (1.89%) Opsview
2 1 (1.89%) Puppet
2 1 (1.89%) Salt
2 1 (1.89%) SolarWinds Orion
Vendors
1 10 (18.87%) Microsoft
2 9 (16.98%) Oracle
3 7 (13.21%) VMware
4 6 (11.32%) Platfora
4 6 (11.32%) Sybase
5 4 (7.55%) Hortonworks
5 4 (7.55%) Red Hat
6 2 (3.77%) Cloudera
7 1 (1.89%) Cisco
7 1 (1.89%) Dell
7 1 (1.89%) EMC
7 1 (1.89%) F5
7 1 (1.89%) HP
7 1 (1.89%) IBM
7 1 (1.89%) Informatica
7 1 (1.89%) Salesforce.com
7 1 (1.89%) SolarWinds
7 1 (1.89%) Splunk
7 1 (1.89%) Symantec
7 1 (1.89%) Teradata
Leeds, West Yorkshire
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