The table below looks at the statistics for Hadoop skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Hadoop over the 3 months to 7 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
7 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 123 134 132
Rank change year-on-year
+11 -2
Contract jobs citing Hadoop 34 28 10
As % of all contract IT jobs located in the North West 1.06% 0.67% 0.31%
As % of the Database & Business Intelligence category 4.12% 3.31% 1.37%
Number of daily rates quoted 20 17 5
Median daily rate £540 £540 £475
Median daily rate % change year-on-year
- +13.68%
90% offered a daily rate of more than £470 £415 £450
10% offered a daily rate of more than £653 £605 £500
UK excluding London median daily rate £500 £500 £450
% change year-on-year
- +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £31.45 £36.78 £36.50
% change year-on-year
-14.47% +0.75%
Hadoop
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 North West region.

Database & Business Intelligence Category
North West
Contract IT job ads with a match in the
Database & Business Intelligence category
826 847 728
As % of all contract IT jobs located in the North West 25.72% 20.23% 22.49%
Number of daily rates quoted 583 532 465
Median daily rate £375 £388 £340
Median daily rate % change year-on-year
-3.22% +13.97%
90% offered a daily rate of more than £290 £250 £250
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 17 19 17
Median hourly rate £40.00 £37.50 £36.00
Median hourly rate % change year-on-year
+6.66% +4.16%
90% offered a hourly rate of more than £16.85 £15.90 £17.01
10% offered a hourly rate of more than £44.00 £52.47 £67.00
UK excluding London median hourly rate £38.00 £25.44 £33.00
% change year-on-year
+49.37% -22.90%

Hadoop
Jobs Demand Trend in the North West

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

Hadoop Jobs Demand Trend in the North West

Hadoop
Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Hadoop across the North West region.

Hadoop Daily Rate Trend in the North West

Hadoop
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Hadoop across the North West region over the 3 months to 7 December 2016.

Hadoop Daily Rate Histogram in the North West

Hadoop
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the North West region over the 3 months to 7 December 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
Manchester +3 14 £525 -8.69% 16
Cheshire +21 8 £650 +33.33% 3
Lancashire -5 1 - - 2
Merseyside -7 1 £575 +6.48%
Hadoop
England

Hadoop
Top 30 Related IT Skills in the North West

For the 6 months to 7 December 2016, IT contractor jobs citing Hadoop 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 North West region with a requirement for Hadoop.

1 28 (58.33%) Big Data
2 18 (37.50%) Java
3 17 (35.42%) Amazon AWS
4 16 (33.33%) Open Source
5 14 (29.17%) Python
6 13 (27.08%) Linux
6 13 (27.08%) Apache Hive
7 12 (25.00%) Analytics
7 12 (25.00%) Apache Spark
8 11 (22.92%) HBase
8 11 (22.92%) Scala
8 11 (22.92%) Data Warehouse
8 11 (22.92%) Business Intelligence
9 10 (20.83%) PostgreSQL
9 10 (20.83%) Agile Software Development
9 10 (20.83%) MongoDB
9 10 (20.83%) Analytical Skills
10 9 (18.75%) Amazon Redshift
10 9 (18.75%) C
11 8 (16.67%) SQL
11 8 (16.67%) SAP
11 8 (16.67%) Data Modelling
11 8 (16.67%) Finance
11 8 (16.67%) Data Management
11 8 (16.67%) MapR
11 8 (16.67%) Amazon Kinesis
11 8 (16.67%) Continuous Delivery
11 8 (16.67%) Apache Cassandra
11 8 (16.67%) Puppet
11 8 (16.67%) Amazon QuickSight

Hadoop
Top Related IT Skills in the North West 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 12 (25.00%) Apache Spark
2 6 (12.50%) Elasticsearch
3 4 (8.33%) Apache Pig
4 3 (6.25%) JBoss
5 2 (4.17%) Apache
5 2 (4.17%) GlassFish
5 2 (4.17%) WebLogic
5 2 (4.17%) WebSphere
6 1 (2.08%) Confluence
6 1 (2.08%) Jetty
6 1 (2.08%) nginx
6 1 (2.08%) Oracle SOA Suite
6 1 (2.08%) SAS
6 1 (2.08%) Tomcat
Business Applications
1 6 (12.50%) SAP Oil and Gas
Cloud Services
1 17 (35.42%) Amazon AWS
2 8 (16.67%) Amazon Kinesis
3 5 (10.42%) Amazon EMR
4 4 (8.33%) Google Cloud Platform
4 4 (8.33%) Microsoft Azure
5 3 (6.25%) Amazon S3
6 2 (4.17%) AWS Lambda
7 1 (2.08%) Amazon EC2
7 1 (2.08%) Cloud Computing
7 1 (2.08%) Virtual Private Cloud
Communications & Networking
1 3 (6.25%) Kerberos
2 2 (4.17%) HTTP
2 2 (4.17%) OpenLDAP
2 2 (4.17%) TCP/IP
3 1 (2.08%) AMQP
3 1 (2.08%) DHCP
3 1 (2.08%) DNS
3 1 (2.08%) Firewall
3 1 (2.08%) Internet
Database & Business Intelligence
1 28 (58.33%) Big Data
2 13 (27.08%) Apache Hive
3 11 (22.92%) Data Warehouse
3 11 (22.92%) HBase
4 10 (20.83%) MongoDB
4 10 (20.83%) PostgreSQL
5 9 (18.75%) Amazon Redshift
6 8 (16.67%) Amazon QuickSight
6 8 (16.67%) Apache Cassandra
7 5 (10.42%) NoSQL
7 5 (10.42%) SQL Server
8 3 (6.25%) BusinessObjects
8 3 (6.25%) HDInsight
8 3 (6.25%) MySQL
8 3 (6.25%) QlikView
8 3 (6.25%) Spark SQL
9 2 (4.17%) Impala
9 2 (4.17%) Oracle OLAP
9 2 (4.17%) Relational Database
9 2 (4.17%) SQL Server Analysis Services
Development Applications
1 3 (6.25%) Git (software)
1 3 (6.25%) JIRA
2 2 (4.17%) Eclipse
2 2 (4.17%) Eclipse RCP
2 2 (4.17%) Subversion
3 1 (2.08%) Atlassian Bamboo
3 1 (2.08%) Bitbucket
3 1 (2.08%) Jenkins
General
1 8 (16.67%) Finance
2 6 (12.50%) Electronics
2 6 (12.50%) Manufacturing
2 6 (12.50%) Marketing
2 6 (12.50%) Telecoms
3 2 (4.17%) Retail
Job Titles
1 14 (29.17%) Architect
2 11 (22.92%) Big Data Engineer
2 11 (22.92%) Data Architect
2 11 (22.92%) Data Engineer
3 10 (20.83%) Developer
4 6 (12.50%) Principal Architect
5 5 (10.42%) Java Developer
5 5 (10.42%) Principal Data Architect
6 4 (8.33%) Domain Architect
6 4 (8.33%) Hadoop Engineer
7 3 (6.25%) Big Data Developer
7 3 (6.25%) Hadoop Architect
8 2 (4.17%) Apache Spark Developer
8 2 (4.17%) Big Data Consultant
8 2 (4.17%) C# Developer
8 2 (4.17%) Enterprise Data Architect
8 2 (4.17%) Hadoop Consultant
8 2 (4.17%) Hadoop Developer
8 2 (4.17%) Java Consultant
8 2 (4.17%) Linux Administrator
Libraries, Frameworks & Software Standards
1 4 (8.33%) Spark Streaming
2 3 (6.25%) EJB
2 3 (6.25%) Spring
3 2 (4.17%) .NET
3 2 (4.17%) J2EE
3 2 (4.17%) Swing
3 2 (4.17%) SWT
3 2 (4.17%) Web Services
4 1 (2.08%) ActiveMQ
4 1 (2.08%) AngularJS
4 1 (2.08%) Apache Camel
4 1 (2.08%) Hibernate
4 1 (2.08%) Java EE
4 1 (2.08%) JDBC
4 1 (2.08%) JSF
4 1 (2.08%) JSON
4 1 (2.08%) Kafka
4 1 (2.08%) Middleware
4 1 (2.08%) SOAP
4 1 (2.08%) XML
Miscellaneous
1 10 (20.83%) Analytical Skills
2 7 (14.58%) Ontologies
2 7 (14.58%) Taxonomies
3 4 (8.33%) Data Centre
4 3 (6.25%) PKI
5 2 (4.17%) Data Integration
5 2 (4.17%) User Experience
5 2 (4.17%) Visualisation
6 1 (2.08%) Computer Science
6 1 (2.08%) Cyberthreat
6 1 (2.08%) Management Information System
6 1 (2.08%) Statistics
6 1 (2.08%) Wiki
Operating Systems
1 13 (27.08%) Linux
2 5 (10.42%) Red Hat Enterprise Linux
2 5 (10.42%) Unix
3 3 (6.25%) Windows
4 2 (4.17%) CentOS
5 1 (2.08%) Debian
5 1 (2.08%) Ubuntu
Processes & Methodologies
1 16 (33.33%) Open Source
2 12 (25.00%) Analytics
3 11 (22.92%) Business Intelligence
4 10 (20.83%) Agile Software Development
5 8 (16.67%) Continuous Delivery
5 8 (16.67%) Data Management
5 8 (16.67%) Data Modelling
6 7 (14.58%) Data Governance
6 7 (14.58%) ETL
6 7 (14.58%) Logical Data Model
6 7 (14.58%) Physical Data Model
7 6 (12.50%) Data Acquisition
7 6 (12.50%) Data Architecture
7 6 (12.50%) Digital Marketing
7 6 (12.50%) Programme Management
8 5 (10.42%) TDD
9 4 (8.33%) DevOps
9 4 (8.33%) MapReduce
10 3 (6.25%) Business Transformation
10 3 (6.25%) Continuous Improvement
Programming Languages
1 18 (37.50%) Java
2 14 (29.17%) Python
3 11 (22.92%) Scala
4 9 (18.75%) C
5 8 (16.67%) SQL
6 6 (12.50%) C#
7 4 (8.33%) Perl
8 3 (6.25%) C++
9 2 (4.17%) F#
9 2 (4.17%) JavaScript
10 1 (2.08%) PL/SQL
10 1 (2.08%) R
10 1 (2.08%) Ruby
Qualifications
1 4 (8.33%) Security Cleared
2 3 (6.25%) DV Cleared
3 2 (4.17%) RHCE
3 2 (4.17%) Sun Certification
4 1 (2.08%) BC Cleared
4 1 (2.08%) BPSS Clearance
System Software
1 3 (6.25%) HDFS
2 2 (4.17%) KVM
2 2 (4.17%) Virtual Machines
3 1 (2.08%) Active Directory
3 1 (2.08%) Apache Flume
3 1 (2.08%) vCloud
3 1 (2.08%) VMware Infrastructure
Systems Management
1 8 (16.67%) Puppet
2 5 (10.42%) Opscode Chef
3 2 (4.17%) Ganglia
3 2 (4.17%) Nagios
3 2 (4.17%) Salt
3 2 (4.17%) SELinux
4 1 (2.08%) Hadoop YARN
4 1 (2.08%) Kibana
4 1 (2.08%) Terraform
Vendors
1 8 (16.67%) MapR
1 8 (16.67%) SAP
2 7 (14.58%) Oracle
3 5 (10.42%) Red Hat
4 4 (8.33%) Google
4 4 (8.33%) Sybase
4 4 (8.33%) Teradata
5 2 (4.17%) Ab Initio
5 2 (4.17%) Actian
5 2 (4.17%) Cloudera
5 2 (4.17%) Hortonworks
5 2 (4.17%) Informatica
5 2 (4.17%) Microsoft
5 2 (4.17%) MicroStrategy
5 2 (4.17%) ParAccel
5 2 (4.17%) SaltStack
5 2 (4.17%) Splunk
5 2 (4.17%) Sun
6 1 (2.08%) RainStor
6 1 (2.08%) Tableau
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