Period
to 17 February 2018

The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 17 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
England > South West
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 109 135 181
Rank change year-on-year +26 +46 +15
Contract jobs citing Hadoop 88 75 37
As % of all contract IT jobs advertised in the South West 1.70% 1.37% 0.60%
As % of the Database & Business Intelligence category 8.33% 6.50% 2.60%
Number of daily rates quoted 65 56 19
South West median daily rate £450 £500 £425
Median daily rate % change year-on-year -10.00% +17.65% -
10th Percentile £311 £381 £226
90th Percentile £565 £638 £500
England median daily rate £550 £543 £525
% change year-on-year +1.38% +3.33% -
Number of hourly rates quoted 0 0 0
South West median hourly rate - - -
England median hourly rate £37.50 £47.00 £37.50
% change year-on-year -20.21% +25.33% +2.74%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Contract vacancies with a requirement for database or business intelligence skills 1,056 1,154 1,423
As % of all contract IT jobs advertised in the South West 20.39% 21.13% 22.91%
Number of daily rates quoted 686 800 1,068
South West median daily rate £418 £370 £375
Median daily rate % change year-on-year +12.84% -1.33% -
10th Percentile £281 £263 £263
90th Percentile £550 £525 £500
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 11 34 21
South West median hourly rate £37.50 £40.00 £34.00
Median hourly rate % change year-on-year -6.25% +17.65% +13.33%
10th Percentile £26.25 £12.00 £12.00
90th Percentile £58.75 £43.00 £46.25
England median hourly rate £34.50 £27.38 £27.50
% change year-on-year +26.03% -0.45% -

Hadoop
Job Vacancy Trend in the South West

Job postings citing Hadoop as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Hadoop in the South West

Hadoop
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Hadoop in the South West

Hadoop
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Hadoop in the South West over the 6 months to 17 February 2018.

Contractor daily rate histogram for Hadoop 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 6 months to 17 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Somerset +23 42 £473 +18.13% 1
Bristol -15 15 £428 -18.57% 7
Wiltshire +25 10 £413 -
Gloucestershire -9 5 £333 -33.50% 3
Devon - 4 £450 -
Dorset -10 1 £680 +60.00%
Hadoop
England

For the 6 months to 17 February 2018, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the South West region with a requirement for Hadoop.

1 51 (57.95%) Agile Software Development
2 43 (48.86%) Linux
3 39 (44.32%) Big Data
4 36 (40.91%) Ansible
5 33 (37.50%) Security Cleared
6 30 (34.09%) Docker
7 28 (31.82%) DevOps
8 27 (30.68%) Apache Hive
8 27 (30.68%) Red Hat
9 26 (29.55%) Java
10 25 (28.41%) Git (software)
11 24 (27.27%) CentOS
11 24 (27.27%) Continuous Delivery
11 24 (27.27%) Jenkins
12 23 (26.14%) SC Cleared
13 22 (25.00%) Unix
14 20 (22.73%) Network Security
14 20 (22.73%) Apache Spark
15 19 (21.59%) Continuous Integration
15 19 (21.59%) Kerberos
15 19 (21.59%) Maven
15 19 (21.59%) Sonatype Nexus
16 18 (20.45%) Firewall
16 18 (20.45%) LDAP
17 16 (18.18%) Vagrant
17 16 (18.18%) Finance
18 14 (15.91%) Apache Pig
19 12 (13.64%) Business Intelligence
19 12 (13.64%) Web Services
19 12 (13.64%) Analytical Skills

Hadoop
Co-occurring 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 (22.73%) Apache Spark
2 14 (15.91%) Apache Pig
3 6 (6.82%) ArcGIS
3 6 (6.82%) nginx
4 5 (5.68%) SAS
5 4 (4.55%) Elasticsearch
Applications
1 2 (2.27%) Microsoft Excel
2 1 (1.14%) Microsoft Office
2 1 (1.14%) Microsoft PowerPoint
Business Applications
1 1 (1.14%) MoSes
Cloud Services
1 7 (7.95%) Amazon AWS
2 5 (5.68%) Microsoft Azure
3 3 (3.41%) Adobe Analytics
4 2 (2.27%) IaaS
5 1 (1.14%) Amazon EC2
5 1 (1.14%) GitHub
Communications & Networking
1 20 (22.73%) Network Security
2 19 (21.59%) Kerberos
3 18 (20.45%) Firewall
4 1 (1.14%) SMS
Database & Business Intelligence
1 39 (44.32%) Big Data
2 27 (30.68%) Apache Hive
3 12 (13.64%) HBase
4 9 (10.23%) SQL Server
5 6 (6.82%) Data Lake
5 6 (6.82%) GIS
6 5 (5.68%) Data Warehouse
7 4 (4.55%) BusinessObjects
7 4 (4.55%) HDInsight
7 4 (4.55%) NoSQL
7 4 (4.55%) Relational Database
7 4 (4.55%) SAP BW
7 4 (4.55%) SAP HANA
8 3 (3.41%) BusinessObjects Web Intelligence
8 3 (3.41%) Lumira
8 3 (3.41%) Microsoft Analysis Services
8 3 (3.41%) MongoDB
8 3 (3.41%) SQL Server 2012
8 3 (3.41%) SQL Server Analysis Services
9 2 (2.27%) Sqoop
Development Applications
1 25 (28.41%) Git (software)
2 24 (27.27%) Jenkins
3 19 (21.59%) Maven
3 19 (21.59%) Sonatype Nexus
4 16 (18.18%) Vagrant
5 4 (4.55%) Team Foundation Server
6 2 (2.27%) Ant
6 2 (2.27%) Eclipse
6 2 (2.27%) Gradle
6 2 (2.27%) Hudson
6 2 (2.27%) JIRA
7 1 (1.14%) Atlassian Bamboo
7 1 (1.14%) JMeter
7 1 (1.14%) Octopus Deploy
7 1 (1.14%) Selenium
7 1 (1.14%) Subversion
7 1 (1.14%) TeamCity
7 1 (1.14%) WATIR
General
1 16 (18.18%) Finance
2 8 (9.09%) Banking
3 5 (5.68%) Marketing
3 5 (5.68%) Retail
4 4 (4.55%) Manufacturing
5 3 (3.41%) Electronics
5 3 (3.41%) Retail Banking
5 3 (3.41%) Telecoms
6 1 (1.14%) Back Office
6 1 (1.14%) Games
6 1 (1.14%) Online Betting
Job Titles
1 26 (29.55%) Developer
2 18 (20.45%) DevOps Engineer
3 13 (14.77%) Analyst
4 10 (11.36%) Hadoop Developer
5 7 (7.95%) Architect
5 7 (7.95%) Consultant
6 6 (6.82%) Java Developer
7 5 (5.68%) Data Analyst
7 5 (5.68%) Data Architect
7 5 (5.68%) Operations Engineer
7 5 (5.68%) Test Automation Engineer
7 5 (5.68%) Test Engineer
8 4 (4.55%) Banking Analyst
8 4 (4.55%) Business Analyst
8 4 (4.55%) Business Intelligence Analyst
8 4 (4.55%) Security Consultant
9 3 (3.41%) Designer
9 3 (3.41%) Python Developer
9 3 (3.41%) UI Designer
9 3 (3.41%) UX Designer
Libraries, Frameworks & Software Standards
1 18 (20.45%) LDAP
2 12 (13.64%) Web Services
3 9 (10.23%) Node.js
4 6 (6.82%) ModSecurity
5 4 (4.55%) Spring
6 3 (3.41%) .NET
6 3 (3.41%) Keras
6 3 (3.41%) NumPy
6 3 (3.41%) Pandas
6 3 (3.41%) RabbitMQ
6 3 (3.41%) SciPy
7 2 (2.27%) ActiveMQ
7 2 (2.27%) CSS
7 2 (2.27%) EJB
7 2 (2.27%) HTML
7 2 (2.27%) Java EE
7 2 (2.27%) JMS
7 2 (2.27%) SOAP
7 2 (2.27%) XML
7 2 (2.27%) XSLT
Miscellaneous
1 12 (13.64%) Analytical Skills
2 5 (5.68%) Greenfield Project
3 4 (4.55%) Algorithms
3 4 (4.55%) User Experience
4 2 (2.27%) Cyber Defence
4 2 (2.27%) Data Centre
5 1 (1.14%) Blog
5 1 (1.14%) Enterprise Software
5 1 (1.14%) Online Gambling
5 1 (1.14%) Online Games
5 1 (1.14%) Public Cloud
5 1 (1.14%) VHDL
Operating Systems
1 43 (48.86%) Linux
2 24 (27.27%) CentOS
3 22 (25.00%) Unix
4 7 (7.95%) Red Hat Enterprise Linux
4 7 (7.95%) Windows
5 4 (4.55%) VMS
6 3 (3.41%) Ubuntu
Processes & Methodologies
1 51 (57.95%) Agile Software Development
2 28 (31.82%) DevOps
3 24 (27.27%) Continuous Delivery
4 19 (21.59%) Continuous Integration
5 12 (13.64%) Business Intelligence
5 12 (13.64%) Continuous Improvement
6 11 (12.50%) Refactoring
7 9 (10.23%) Multithreading
7 9 (10.23%) TDD
8 8 (9.09%) Analytics
8 8 (9.09%) Concurrent Programming
8 8 (9.09%) Data Analysis
8 8 (9.09%) Data Privacy
8 8 (9.09%) Machine Learning
8 8 (9.09%) Migration
8 8 (9.09%) OOA/OOD
9 7 (7.95%) Data Modelling
9 7 (7.95%) Open Source
9 7 (7.95%) Test Automation
9 7 (7.95%) User Acceptance Testing
Programming Languages
1 26 (29.55%) Java
2 8 (9.09%) SQL
3 6 (6.82%) Dart
3 6 (6.82%) Python
4 4 (4.55%) Bash Shell
4 4 (4.55%) PowerShell
4 4 (4.55%) Scala
5 3 (3.41%) C#
5 3 (3.41%) Perl
6 2 (2.27%) Ruby
6 2 (2.27%) VB.NET
7 1 (1.14%) C
7 1 (1.14%) JavaScript
7 1 (1.14%) R
Qualifications
1 33 (37.50%) Security Cleared
2 23 (26.14%) SC Cleared
3 6 (6.82%) CESG Certified Professional
3 6 (6.82%) CISSP
3 6 (6.82%) CLAS
4 4 (4.55%) DV Cleared
5 1 (1.14%) BPSS Clearance
5 1 (1.14%) ISTQB
5 1 (1.14%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 9 (10.23%) QA
2 6 (6.82%) JSP 440
2 6 (6.82%) RMADS
3 4 (4.55%) Disclosure Scotland
System Software
1 30 (34.09%) Docker
2 4 (4.55%) HDFS
3 1 (1.14%) Active Directory
Systems Management
1 36 (40.91%) Ansible
2 6 (6.82%) Oozie
3 5 (5.68%) Opscode Chef
3 5 (5.68%) Puppet
4 4 (4.55%) Terraform
5 1 (1.14%) Ambari
5 1 (1.14%) Hadoop YARN
Vendors
1 27 (30.68%) Red Hat
2 7 (7.95%) Microsoft
2 7 (7.95%) SAP
3 6 (6.82%) Cloudera
3 6 (6.82%) ESRI
3 6 (6.82%) Teradata
4 5 (5.68%) Hortonworks
5 4 (4.55%) Tableau
6 3 (3.41%) Adobe
6 3 (3.41%) Oracle
7 1 (1.14%) CA Agile Central
7 1 (1.14%) Netezza