The table below looks at the statistics for Hadoop skills in IT contracts advertised for the South West region. Included is a guide to the contractor rates offered in IT contracts that have cited Hadoop over the 3 months to 23 February 2017 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
23 Feb 2017
Same period 2016 Same period 2015
Apache Hadoop
England / South West
Rank 96 123 142
Rank change year-on-year
+27 +19
Contract jobs citing Hadoop 39 23 3
As % of all contract IT jobs located in the South West 1.44% 0.77% 0.094%
As % of the Database & Business Intelligence category 7.09% 3.36% 0.41%
Number of daily rates quoted 26 12 2
Median daily rate £500 £394 £438
Median daily rate % change year-on-year
+26.98% -10.00%
90% offered a daily rate of more than £400 £234 £348
10% offered a daily rate of more than £625 £489 £528
UK excluding London median daily rate £500 £485 £475
% change year-on-year
+3.09% +2.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £47.00 - £36.50

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 South West region.

Database & Business Intelligence Category
South West
Contract IT job ads with a match in the
Database & Business Intelligence category
550 684 738
As % of all contract IT jobs located in the South West 20.38% 22.84% 23.12%
Number of daily rates quoted 357 505 536
Median daily rate £381 £375 £375
Median daily rate % change year-on-year
+1.66% -
90% offered a daily rate of more than £275 £300 £300
10% offered a daily rate of more than £500 £475 £500
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 24 6 11
Median hourly rate £40.00 £31.75 £32.50
Median hourly rate % change year-on-year
+25.98% -2.30%
90% offered a hourly rate of more than £35.00 £13.13 £20.25
10% offered a hourly rate of more than £43.00 £43.50 £47.50
UK excluding London median hourly rate £38.00 £35.00 £32.50
% change year-on-year
+8.57% +7.69%

Hadoop
Jobs Demand Trend in the South West

The demand trend of contract jobs across the South 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 South West

Hadoop
Daily Rate Trend in the South West

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

Hadoop Daily Rate Trend in the South West

Hadoop
Daily Rate Histogram in the South West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Hadoop across the South West region over the 3 months to 23 February 2017.

Hadoop Daily Rate Histogram in the South West

Hadoop
Contract Job Locations in the South 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 South West region over the 3 months to 23 February 2017. 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 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
Bristol +16 13 £581 +150.00% 3
Gloucestershire +4 12 £500 - 1
Somerset +8 9 £408 -6.85% 5
Wiltshire -6 2 - -
Dorset - 2 £425 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the South West

For the 6 months to 23 February 2017, 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 South West region with a requirement for Hadoop.

1 51 (69.86%) Agile Software Development
2 43 (58.90%) Big Data
3 42 (57.53%) Security Cleared
4 40 (54.79%) Java
5 31 (42.47%) DV Cleared
6 29 (39.73%) Python
7 22 (30.14%) Software Engineering
8 21 (28.77%) Amazon AWS
8 21 (28.77%) Cloudera
9 20 (27.40%) Apache Spark
10 19 (26.03%) C
11 18 (24.66%) JavaScript
12 16 (21.92%) NoSQL
12 16 (21.92%) Continuous Integration
13 15 (20.55%) Bash Shell
14 14 (19.18%) Mathematics
14 14 (19.18%) Apache Hive
14 14 (19.18%) .NET
14 14 (19.18%) Oracle
14 14 (19.18%) UML
14 14 (19.18%) DevOps
15 13 (17.81%) ITIL
15 13 (17.81%) Perl
15 13 (17.81%) E-Commerce
15 13 (17.81%) TOGAF
16 12 (16.44%) Scrum
16 12 (16.44%) Data Modelling
17 11 (15.07%) Linux
17 11 (15.07%) C#
18 10 (13.70%) C++

Hadoop
Top Related IT Skills in the South 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 20 (27.40%) Apache Spark
2 10 (13.70%) Elasticsearch
3 6 (8.22%) Apache Pig
4 3 (4.11%) Apache
4 3 (4.11%) Jupyter
5 2 (2.74%) Apache Solr
5 2 (2.74%) Confluence
5 2 (2.74%) SAS
5 2 (2.74%) WebLogic
6 1 (1.37%) ArcGIS
Applications
1 1 (1.37%) SPSS
Business Applications
1 2 (2.74%) SAP Oil and Gas
Cloud Services
1 21 (28.77%) Amazon AWS
2 9 (12.33%) Amazon S3
3 7 (9.59%) Microsoft Azure
4 5 (6.85%) Amazon Kinesis
5 3 (4.11%) Amazon EC2
5 3 (4.11%) GitHub
5 3 (4.11%) IaaS
6 2 (2.74%) Google Cloud Platform
7 1 (1.37%) Amazon CloudWatch
7 1 (1.37%) Amazon ELB
7 1 (1.37%) AWS CloudFormation
7 1 (1.37%) AWS Lambda
7 1 (1.37%) BlueKai
7 1 (1.37%) SaaS
7 1 (1.37%) Virtual Private Cloud
Communications & Networking
1 2 (2.74%) Firewall
1 2 (2.74%) Kerberos
1 2 (2.74%) LDAP
1 2 (2.74%) Network Security
2 1 (1.37%) Internet
Database & Business Intelligence
1 43 (58.90%) Big Data
2 16 (21.92%) NoSQL
3 14 (19.18%) Apache Hive
4 9 (12.33%) MongoDB
5 8 (10.96%) Oracle Database
6 7 (9.59%) HBase
7 6 (8.22%) Apache Cassandra
7 6 (8.22%) SQL Server
8 4 (5.48%) Data Warehouse
9 3 (4.11%) Amazon DynamoDB
9 3 (4.11%) Apache Accumulo
9 3 (4.11%) Neo4j
9 3 (4.11%) Pentaho
9 3 (4.11%) Relational Database
10 2 (2.74%) Data Lake
10 2 (2.74%) OLAP
10 2 (2.74%) OLTP
10 2 (2.74%) OrientDB
10 2 (2.74%) Presto
10 2 (2.74%) QGIS
Development Applications
1 10 (13.70%) Ant
2 9 (12.33%) Jenkins
3 8 (10.96%) JIRA
3 8 (10.96%) Maven
3 8 (10.96%) Selenium
4 6 (8.22%) LoadRunner
4 6 (8.22%) Selenium IDE
4 6 (8.22%) WebDriver
5 4 (5.48%) Git (software)
6 3 (4.11%) Hudson
6 3 (4.11%) Octopus Deploy
6 3 (4.11%) Sonatype Nexus
6 3 (4.11%) TeamCity
6 3 (4.11%) Vagrant
7 2 (2.74%) Atlassian Bamboo
7 2 (2.74%) Bitbucket
7 2 (2.74%) Eclipse
7 2 (2.74%) ERwin
7 2 (2.74%) Gradle
7 2 (2.74%) MagicDraw
General
1 3 (4.11%) Legal
2 2 (2.74%) Electronics
2 2 (2.74%) Finance
2 2 (2.74%) Games
2 2 (2.74%) Manufacturing
2 2 (2.74%) Marketing
2 2 (2.74%) Telecoms
3 1 (1.37%) Banking
3 1 (1.37%) Wholesale Banking
Job Titles
1 27 (36.99%) Developer
2 17 (23.29%) Java Developer
3 11 (15.07%) DV Cleared Java Developer
4 10 (13.70%) Big Data Engineer
5 9 (12.33%) Data Engineer
6 8 (10.96%) Systems Engineer
7 7 (9.59%) Hadoop Developer
7 7 (9.59%) Software Engineer
8 6 (8.22%) Architect
9 5 (6.85%) Big Data Developer
9 5 (6.85%) Data Architect
9 5 (6.85%) Java Engineer
10 4 (5.48%) E-Commerce Engineer
10 4 (5.48%) Java Hadoop Developer
10 4 (5.48%) Java Software Engineer
10 4 (5.48%) Traffic Engineer
11 3 (4.11%) .NET Developer
11 3 (4.11%) Administrator
11 3 (4.11%) J2EE Software Engineer
11 3 (4.11%) Python Developer
Libraries, Frameworks & Software Standards
1 14 (19.18%) .NET
2 7 (9.59%) JMS
3 6 (8.22%) Kafka
4 5 (6.85%) EJB
4 5 (6.85%) Java EE
5 4 (5.48%) AngularJS
5 4 (5.48%) Apache Camel
5 4 (5.48%) CSS
5 4 (5.48%) HTML
5 4 (5.48%) Node.js
5 4 (5.48%) Web Services
5 4 (5.48%) XML
6 3 (4.11%) ASP.NET
6 3 (4.11%) ASP.NET MVC
6 3 (4.11%) ASP.NET Web API
6 3 (4.11%) Ember.js
6 3 (4.11%) J2EE
6 3 (4.11%) RabbitMQ
6 3 (4.11%) Spring
7 2 (2.74%) STL
Miscellaneous
1 8 (10.96%) Analytical Skills
2 7 (9.59%) Algorithms
3 5 (6.85%) Reference Data
4 4 (5.48%) Data Structures
5 3 (4.11%) Blog
5 3 (4.11%) Management Information System
5 3 (4.11%) Public Cloud
5 3 (4.11%) User Experience
6 2 (2.74%) Taxonomies
6 2 (2.74%) Wiki
7 1 (1.37%) Computer Science
7 1 (1.37%) Cyberthreat
7 1 (1.37%) Semantic Web
Operating Systems
1 11 (15.07%) Linux
2 7 (9.59%) Unix
3 3 (4.11%) Red Hat Enterprise Linux
3 3 (4.11%) Windows
4 2 (2.74%) Android
4 2 (2.74%) Apple iOS
Processes & Methodologies
1 51 (69.86%) Agile Software Development
2 22 (30.14%) Software Engineering
3 16 (21.92%) Continuous Integration
4 14 (19.18%) DevOps
4 14 (19.18%) Mathematics
4 14 (19.18%) UML
5 13 (17.81%) E-Commerce
5 13 (17.81%) ITIL
5 13 (17.81%) TOGAF
6 12 (16.44%) Data Modelling
6 12 (16.44%) Scrum
7 9 (12.33%) BDD
7 9 (12.33%) Continuous Delivery
8 8 (10.96%) Change Management
8 8 (10.96%) MODAF
8 8 (10.96%) Physics
8 8 (10.96%) Release Management
8 8 (10.96%) Requirements Management
8 8 (10.96%) SysML
9 7 (9.59%) TDD
Programming Languages
1 40 (54.79%) Java
2 29 (39.73%) Python
3 19 (26.03%) C
4 18 (24.66%) JavaScript
5 15 (20.55%) Bash Shell
6 13 (17.81%) Perl
7 11 (15.07%) C#
8 10 (13.70%) C++
8 10 (13.70%) Scala
9 6 (8.22%) Ruby
10 5 (6.85%) SQL
11 2 (2.74%) Embedded C
11 2 (2.74%) Objective-C
11 2 (2.74%) PHP
11 2 (2.74%) VB.NET
12 1 (1.37%) Lua
12 1 (1.37%) MATLAB
12 1 (1.37%) R
12 1 (1.37%) SPARQL
Qualifications
1 42 (57.53%) Security Cleared
2 31 (42.47%) DV Cleared
3 9 (12.33%) Degree
3 9 (12.33%) SC Cleared
4 7 (9.59%) ISEB
5 6 (8.22%) ISTQB
5 6 (8.22%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 6 (8.22%) QA
2 5 (6.85%) Data Quality
System Software
1 6 (8.22%) HDFS
2 4 (5.48%) Docker
3 1 (1.37%) Shibboleth
Systems Management
1 6 (8.22%) Ansible
1 6 (8.22%) HP Quality Center
2 3 (4.11%) Oozie
2 3 (4.11%) Opscode Chef
3 2 (2.74%) Hadoop YARN
3 2 (2.74%) Kibana
4 1 (1.37%) OpenAM
4 1 (1.37%) OpenSSO
4 1 (1.37%) Puppet
4 1 (1.37%) Sun Identity Manager
4 1 (1.37%) Terraform
Vendors
1 21 (28.77%) Cloudera
2 14 (19.18%) Oracle
3 6 (8.22%) Atlassian
3 6 (8.22%) HP
4 3 (4.11%) Informatica
4 3 (4.11%) MapR
4 3 (4.11%) Nuix
4 3 (4.11%) Red Hat
4 3 (4.11%) Splunk
5 2 (2.74%) Google
5 2 (2.74%) SAP
6 1 (1.37%) Adobe
6 1 (1.37%) Cognos
6 1 (1.37%) ESRI
6 1 (1.37%) ForgeRock
6 1 (1.37%) Jaspersoft
6 1 (1.37%) Sun
6 1 (1.37%) Tableau
6 1 (1.37%) Teradata
6 1 (1.37%) VMware