Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 134 128 194
Rank change year-on-year -6 +66 +1
Contract jobs citing Hadoop 74 77 27
As % of all contract IT jobs advertised in the South West 1.31% 1.35% 0.41%
As % of the Database & Business Intelligence category 6.81% 6.33% 1.79%
Number of daily rates quoted 45 46 15
South West median daily rate £455 £460 £425
Median daily rate % change year-on-year -1.09% +8.24% -
10th Percentile £318 £360 £336
90th Percentile £660 £638 £465
England median daily rate £540 £525 £525
% change year-on-year +2.86% - -
Number of hourly rates quoted 1 0 0
South West median hourly rate £35.00 - -
England median hourly rate £32.75 £46.00 £37.50
% change year-on-year -28.80% +22.67% +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 1087 1216 1510
As % of all contract IT jobs advertised in the South West 19.21% 21.26% 23.19%
Number of daily rates quoted 693 845 1133
South West median daily rate £400 £370 £375
Median daily rate % change year-on-year +8.11% -1.33% -
10th Percentile £275 £263 £263
90th Percentile £525 £525 £500
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 28 26 39
South West median hourly rate £35.00 £27.00 £34.00
Median hourly rate % change year-on-year +29.63% -20.59% +22.52%
10th Percentile £14.55 £12.00 £12.00
90th Percentile £58.75 £47.75 £56.53
England median hourly rate £32.00 £28.00 £27.50
% change year-on-year +14.29% +1.82% +11.11%

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 23 November 2017.

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 23 November 2017. 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
Wiltshire - 27 £513 - 1
Bristol -16 21 £475 +4.11% 7
Somerset -1 10 £450 +22.45% 1
Gloucestershire -10 5 £395 -21.00% 2
Devon - 5 £450 - 1
Hadoop
England

For the 6 months to 23 November 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 34 (45.95%) Agile Software Development
2 30 (40.54%) Big Data
3 23 (31.08%) Finance
4 21 (28.38%) Scrum
4 21 (28.38%) Security Cleared
5 18 (24.32%) Apache Hive
6 16 (21.62%) SC Cleared
6 16 (21.62%) Linux
7 13 (17.57%) Data Warehouse
7 13 (17.57%) Hortonworks
8 12 (16.22%) Apache Spark
8 12 (16.22%) Java
8 12 (16.22%) SQL
8 12 (16.22%) Microsoft
8 12 (16.22%) Data Centre
8 12 (16.22%) Cyber Defence
8 12 (16.22%) Creative Thinking
9 11 (14.86%) Data Modelling
9 11 (14.86%) ETL
9 11 (14.86%) TDD
10 10 (13.51%) Open Source
10 10 (13.51%) Teradata
10 10 (13.51%) SQL Server
10 10 (13.51%) Business Intelligence
11 9 (12.16%) NoSQL
11 9 (12.16%) DevOps
11 9 (12.16%) Apache Pig
11 9 (12.16%) Data Lake
12 8 (10.81%) Analytical Skills
12 8 (10.81%) Opscode Chef

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 12 (16.22%) Apache Spark
2 9 (12.16%) Apache Pig
3 8 (10.81%) Elasticsearch
4 6 (8.11%) SAS
5 1 (1.35%) Apache
5 1 (1.35%) Apache Solr
5 1 (1.35%) ArcGIS
5 1 (1.35%) Confluence
5 1 (1.35%) nginx
Cloud Services
1 8 (10.81%) Amazon AWS
1 8 (10.81%) Microsoft Azure
2 5 (6.76%) GitHub
3 4 (5.41%) Amazon EC2
4 2 (2.70%) Adobe Analytics
Communications & Networking
1 5 (6.76%) Remote Desktop
2 2 (2.70%) Kerberos
Database & Business Intelligence
1 30 (40.54%) Big Data
2 18 (24.32%) Apache Hive
3 13 (17.57%) Data Warehouse
4 10 (13.51%) SQL Server
5 9 (12.16%) Data Lake
5 9 (12.16%) NoSQL
6 7 (9.46%) Enterprise Data Warehouse
6 7 (9.46%) MongoDB
7 5 (6.76%) HBase
7 5 (6.76%) Relational Database
8 4 (5.41%) Amazon DynamoDB
8 4 (5.41%) HDInsight
8 4 (5.41%) PostgreSQL
8 4 (5.41%) SAP HANA
9 3 (4.05%) Amazon RDS
9 3 (4.05%) BusinessObjects
9 3 (4.05%) SAP BW
10 2 (2.70%) BusinessObjects Web Intelligence
10 2 (2.70%) Neo4j
10 2 (2.70%) SQL Server 2012
Development Applications
1 6 (8.11%) Git (software)
2 4 (5.41%) Jenkins
2 4 (5.41%) JIRA
2 4 (5.41%) Octopus Deploy
2 4 (5.41%) TeamCity
3 2 (2.70%) Team Foundation Server
4 1 (1.35%) Ant
4 1 (1.35%) Cucumber
4 1 (1.35%) Eclipse
4 1 (1.35%) GitLab
4 1 (1.35%) Gradle
4 1 (1.35%) Hudson
4 1 (1.35%) Maven
4 1 (1.35%) Sonatype Nexus
General
1 23 (31.08%) Finance
2 8 (10.81%) Banking
3 5 (6.76%) Retail
4 4 (5.41%) Marketing
5 3 (4.05%) Manufacturing
6 2 (2.70%) Electronics
6 2 (2.70%) Legal
6 2 (2.70%) Retail Banking
6 2 (2.70%) Telecoms
7 1 (1.35%) Back Office
7 1 (1.35%) Games
7 1 (1.35%) Online Betting
Job Titles
1 16 (21.62%) Architect
1 16 (21.62%) Developer
2 11 (14.86%) Analyst
2 11 (14.86%) Designer
3 8 (10.81%) Data Architect
4 7 (9.46%) Data Analyst
4 7 (9.46%) Java Developer
5 5 (6.76%) Desktop Specialist
5 5 (6.76%) Desktop Support
6 4 (5.41%) Banking Analyst
6 4 (5.41%) Data Engineer
6 4 (5.41%) DevOps Engineer
6 4 (5.41%) Microsoft Specialist
6 4 (5.41%) UI Designer
6 4 (5.41%) UI/UX Designer
6 4 (5.41%) UX Designer
7 3 (4.05%) AWS Developer
7 3 (4.05%) Business Intelligence Analyst
7 3 (4.05%) Senior ASP.NET Developer
7 3 (4.05%) Senior C# .NET Developer
Libraries, Frameworks & Software Standards
1 7 (9.46%) RabbitMQ
1 7 (9.46%) Spring
2 6 (8.11%) .NET
3 5 (6.76%) Node.js
3 5 (6.76%) Web Services
4 4 (5.41%) AngularJS
4 4 (5.41%) ASP.NET
4 4 (5.41%) ASP.NET MVC
4 4 (5.41%) ASP.NET Web API
4 4 (5.41%) Ember.js
4 4 (5.41%) REST
5 3 (4.05%) Keras
5 3 (4.05%) NumPy
5 3 (4.05%) Pandas
5 3 (4.05%) SciPy
5 3 (4.05%) SOAP
6 2 (2.70%) ActiveMQ
6 2 (2.70%) Hibernate
6 2 (2.70%) J2EE
7 1 (1.35%) Java EE
Miscellaneous
1 12 (16.22%) Cyber Defence
1 12 (16.22%) Data Centre
2 8 (10.81%) Analytical Skills
3 7 (9.46%) Fat Client
3 7 (9.46%) Thin Client
4 5 (6.76%) Algorithms
4 5 (6.76%) User Experience
5 4 (5.41%) Blog
5 4 (5.41%) Public Cloud
6 2 (2.70%) Data Structures
6 2 (2.70%) Management Information System
6 2 (2.70%) Reference Data
7 1 (1.35%) Enterprise Software
7 1 (1.35%) Greenfield Project
7 1 (1.35%) Linux Command Line
7 1 (1.35%) Online Gambling
7 1 (1.35%) Online Games
7 1 (1.35%) VHDL
Operating Systems
1 16 (21.62%) Linux
2 5 (6.76%) Red Hat Enterprise Linux
2 5 (6.76%) Windows
3 4 (5.41%) CentOS
3 4 (5.41%) VMS
4 3 (4.05%) Ubuntu
5 2 (2.70%) Unix
6 1 (1.35%) Fedora
Processes & Methodologies
1 34 (45.95%) Agile Software Development
2 21 (28.38%) Scrum
3 12 (16.22%) Creative Thinking
4 11 (14.86%) Data Modelling
4 11 (14.86%) ETL
4 11 (14.86%) TDD
5 10 (13.51%) Business Intelligence
5 10 (13.51%) Open Source
6 9 (12.16%) DevOps
7 7 (9.46%) Data Analysis
7 7 (9.46%) Microservices
8 6 (8.11%) BDD
9 5 (6.76%) Continuous Improvement
9 5 (6.76%) Continuous Integration
9 5 (6.76%) Data Architecture
9 5 (6.76%) High Availability
9 5 (6.76%) SDLC
10 4 (5.41%) CQRS
10 4 (5.41%) Machine Learning
10 4 (5.41%) Wireframes
Programming Languages
1 12 (16.22%) Java
1 12 (16.22%) SQL
2 8 (10.81%) Scala
3 5 (6.76%) C#
4 4 (5.41%) JavaScript
4 4 (5.41%) PowerShell
4 4 (5.41%) Python
4 4 (5.41%) Ruby
5 3 (4.05%) Bash Shell
6 1 (1.35%) Dart
6 1 (1.35%) Perl
6 1 (1.35%) R
6 1 (1.35%) Shell Script
6 1 (1.35%) VB.NET
Qualifications
1 21 (28.38%) Security Cleared
2 16 (21.62%) SC Cleared
3 1 (1.35%) BPSS Clearance
3 1 (1.35%) CESG Certified Professional
3 1 (1.35%) CISSP
3 1 (1.35%) CLAS
3 1 (1.35%) DV Cleared
Quality Assurance & Compliance
1 4 (5.41%) GDPR
2 3 (4.05%) QA
3 2 (2.70%) Data Quality
4 1 (1.35%) JSP 440
System Software
1 3 (4.05%) HDFS
2 2 (2.70%) Docker
Systems Management
1 8 (10.81%) Opscode Chef
2 6 (8.11%) Ansible
3 5 (6.76%) Terraform
4 4 (5.41%) Puppet
5 1 (1.35%) Ambari
5 1 (1.35%) Hadoop YARN
5 1 (1.35%) Kubernetes
Vendors
1 13 (17.57%) Hortonworks
2 12 (16.22%) Microsoft
3 10 (13.51%) Teradata
4 8 (10.81%) Informatica
5 6 (8.11%) Red Hat
5 6 (8.11%) SAP
6 5 (6.76%) Oracle
7 3 (4.05%) Cloudera
7 3 (4.05%) Tableau
8 2 (2.70%) Adobe
8 2 (2.70%) MapR
8 2 (2.70%) Nuix
8 2 (2.70%) Splunk
9 1 (1.35%) ESRI
9 1 (1.35%) IBM
9 1 (1.35%) Netezza