The table below looks at the statistics for Big Data skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited Big Data over the 3 months to 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 89 84 83
Rank change year-on-year
-5 -1
Contract jobs citing Big Data 18 23 12
As % of all contract IT jobs located in Manchester 1.09% 1.17% 0.82%
As % of the Database & Business Intelligence category 4.40% 5.39% 3.41%
Number of daily rates quoted 16 16 10
Median daily rate £488 £450 £475
Median daily rate % change year-on-year
+8.33% -5.26%
90% offered a daily rate of more than £344 £425 £270
10% offered a daily rate of more than £600 £600 £508
UK excluding London median daily rate £490 £468 £475
% change year-on-year
+4.81% -1.57%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.92 £54.50 £37.50
% change year-on-year
-21.24% +45.33%
Big Data
North West

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 Manchester region.

Database & Business Intelligence Category
Manchester
Contract IT job ads with a match in the
Database & Business Intelligence category
409 427 352
As % of all contract IT jobs located in Manchester 24.73% 21.80% 24.19%
Number of daily rates quoted 298 266 251
Median daily rate £355 £375 £325
Median daily rate % change year-on-year
-5.33% +15.38%
90% offered a daily rate of more than £284 £250 £250
10% offered a daily rate of more than £514 £538 £500
UK excluding London median daily rate £400 £385 £363
% change year-on-year
+3.89% +6.20%
Number of hourly rates quoted 3 5 6
Median hourly rate £14.75 £19.00 £24.00
Median hourly rate % change year-on-year
-22.36% -20.83%
UK excluding London median hourly rate £38.00 £25.00 £33.50
% change year-on-year
+52.00% -25.37%

Big Data
Jobs Demand Trend in Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Big Data
Daily Rate Trend in Manchester

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

Big Data Daily Rate Trend in Manchester

Big Data
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Big Data across the Manchester region over the 3 months to 10 December 2016.

Big Data Daily Rate Histogram in Manchester

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 10 December 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 Manchester region with a requirement for Big Data.

1 17 (60.71%) Hadoop
2 16 (57.14%) Java
3 10 (35.71%) Business Intelligence
4 9 (32.14%) Python
5 8 (28.57%) Linux
5 8 (28.57%) Finance
6 7 (25.00%) Amazon AWS
6 7 (25.00%) Puppet
7 6 (21.43%) Marketing
7 6 (21.43%) SQL
7 6 (21.43%) Apache Spark
7 6 (21.43%) Continuous Delivery
8 5 (17.86%) Agile Software Development
8 5 (17.86%) Open Source
8 5 (17.86%) Microsoft Azure
8 5 (17.86%) Git (software)
9 4 (14.29%) Digital Marketing
9 4 (14.29%) NoSQL
9 4 (14.29%) TDD
9 4 (14.29%) JSON
9 4 (14.29%) SAP Oil and Gas
9 4 (14.29%) SAP
9 4 (14.29%) C
9 4 (14.29%) Data Warehouse
9 4 (14.29%) ETL
9 4 (14.29%) Manufacturing
9 4 (14.29%) Electronics
9 4 (14.29%) Telecoms
9 4 (14.29%) Programme Management
9 4 (14.29%) Analytics

Big Data
Top Related IT Skills in Manchester 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 6 (21.43%) Apache Spark
2 3 (10.71%) SAS
3 2 (7.14%) nginx
4 1 (3.57%) Apache
4 1 (3.57%) Apache Pig
4 1 (3.57%) Elasticsearch
4 1 (3.57%) OpenStack
4 1 (3.57%) Oracle SOA Suite
4 1 (3.57%) Tomcat
Applications
1 1 (3.57%) Simulink
Business Applications
1 4 (14.29%) SAP Oil and Gas
Cloud Services
1 7 (25.00%) Amazon AWS
2 5 (17.86%) Microsoft Azure
3 3 (10.71%) Google Cloud Platform
4 2 (7.14%) Amazon EMR
5 1 (3.57%) Cloud Computing
Communications & Networking
1 2 (7.14%) Kerberos
1 2 (7.14%) OpenLDAP
Database & Business Intelligence
1 17 (60.71%) Hadoop
2 4 (14.29%) Data Warehouse
2 4 (14.29%) NoSQL
3 3 (10.71%) MySQL
3 3 (10.71%) SQL Server
4 2 (7.14%) HDInsight
4 2 (7.14%) PostgreSQL
4 2 (7.14%) Relational Database
4 2 (7.14%) Spark SQL
5 1 (3.57%) Apache Hive
5 1 (3.57%) BusinessObjects
5 1 (3.57%) Data Lake
5 1 (3.57%) Data Mining
5 1 (3.57%) DB2
5 1 (3.57%) Electronic Patient Records
5 1 (3.57%) QlikView
5 1 (3.57%) RDBMS
5 1 (3.57%) SQL Server Analysis Services
5 1 (3.57%) SQL Server Integration Services
5 1 (3.57%) SQL Server Reporting Services
Development Applications
1 5 (17.86%) Git (software)
2 2 (7.14%) Maven
2 2 (7.14%) Subversion
3 1 (3.57%) Cucumber
3 1 (3.57%) Jenkins
3 1 (3.57%) JUnit
3 1 (3.57%) Vagrant
General
1 8 (28.57%) Finance
2 6 (21.43%) Marketing
3 4 (14.29%) Electronics
3 4 (14.29%) Manufacturing
3 4 (14.29%) Telecoms
4 1 (3.57%) Billing
Job Titles
1 8 (28.57%) Developer
2 7 (25.00%) Architect
3 3 (10.71%) Big Data Engineer
3 3 (10.71%) Data Architect
4 2 (7.14%) Administrator
4 2 (7.14%) Big Data Consultant
4 2 (7.14%) Big Data Developer
4 2 (7.14%) Consultant
4 2 (7.14%) Data Engineer
4 2 (7.14%) Front End Developer (Client-Side Developer)
4 2 (7.14%) Hadoop Consultant
4 2 (7.14%) Hadoop Engineer
4 2 (7.14%) Java Consultant
4 2 (7.14%) Java Developer
4 2 (7.14%) Linux Administrator
4 2 (7.14%) Linux Systems Administrator
4 2 (7.14%) Senior Developer
4 2 (7.14%) Software Engineer
4 2 (7.14%) Solutions Architect
4 2 (7.14%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (14.29%) JSON
2 2 (7.14%) .NET
2 2 (7.14%) Ajax
2 2 (7.14%) CSS
2 2 (7.14%) CSS3
2 2 (7.14%) Ext JS
2 2 (7.14%) HTML
2 2 (7.14%) HTML5
2 2 (7.14%) J2EE
2 2 (7.14%) Middleware
2 2 (7.14%) REST
2 2 (7.14%) Spark Streaming
2 2 (7.14%) Spring
2 2 (7.14%) Web Services
3 1 (3.57%) Hibernate
3 1 (3.57%) Java EE
3 1 (3.57%) RESTful
3 1 (3.57%) Servlets
3 1 (3.57%) XML
Miscellaneous
1 3 (10.71%) Data Centre
1 3 (10.71%) PKI
2 2 (7.14%) Analytical Skills
2 2 (7.14%) Credit Risk
3 1 (3.57%) Algorithms
3 1 (3.57%) Computer Science
3 1 (3.57%) Mainframe
3 1 (3.57%) Management Information System
3 1 (3.57%) Statistics
3 1 (3.57%) Telematics
3 1 (3.57%) User Experience
3 1 (3.57%) Visualisation
Operating Systems
1 8 (28.57%) Linux
2 2 (7.14%) Red Hat Enterprise Linux
2 2 (7.14%) Unix
3 1 (3.57%) AIX
3 1 (3.57%) Android
3 1 (3.57%) Apple iOS
3 1 (3.57%) Windows
Processes & Methodologies
1 10 (35.71%) Business Intelligence
2 6 (21.43%) Continuous Delivery
3 5 (17.86%) Agile Software Development
3 5 (17.86%) Open Source
4 4 (14.29%) Analytics
4 4 (14.29%) Digital Marketing
4 4 (14.29%) ETL
4 4 (14.29%) Programme Management
4 4 (14.29%) TDD
5 3 (10.71%) Data Architecture
5 3 (10.71%) Data Modelling
5 3 (10.71%) Software Engineering
6 2 (7.14%) Change Management
6 2 (7.14%) Configuration Management
6 2 (7.14%) Data Management
6 2 (7.14%) E-Commerce
6 2 (7.14%) Migration
6 2 (7.14%) Pair Programming
6 2 (7.14%) Strategic Planning
6 2 (7.14%) Systems Analysis
Programming Languages
1 16 (57.14%) Java
2 9 (32.14%) Python
3 6 (21.43%) SQL
4 4 (14.29%) C
5 3 (10.71%) C#
5 3 (10.71%) JavaScript
5 3 (10.71%) Scala
6 2 (7.14%) F#
6 2 (7.14%) Perl
7 1 (3.57%) C++
7 1 (3.57%) Groovy
7 1 (3.57%) MATLAB
7 1 (3.57%) Ruby
Qualifications
1 2 (7.14%) RHCE
2 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 1 (3.57%) SLA
System Software
1 2 (7.14%) Docker
1 2 (7.14%) KVM
1 2 (7.14%) Virtual Machines
2 1 (3.57%) HDFS
2 1 (3.57%) vCloud
2 1 (3.57%) VMware Infrastructure
Systems Management
1 7 (25.00%) Puppet
2 3 (10.71%) Opscode Chef
3 2 (7.14%) Ganglia
3 2 (7.14%) Nagios
3 2 (7.14%) Salt
3 2 (7.14%) SELinux
4 1 (3.57%) Kibana
4 1 (3.57%) Kubernetes
4 1 (3.57%) Terraform
Vendors
1 4 (14.29%) SAP
2 3 (10.71%) Google
2 3 (10.71%) Oracle
3 2 (7.14%) Red Hat
3 2 (7.14%) SaltStack
3 2 (7.14%) Splunk
3 2 (7.14%) Tableau
4 1 (3.57%) Hortonworks
4 1 (3.57%) HP
4 1 (3.57%) Intel
4 1 (3.57%) Micro Focus
4 1 (3.57%) Microsoft
4 1 (3.57%) VMware
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