The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England / South East
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 220 295 377
Rank change year-on-year +75 +82  
Permanent jobs citing Hadoop 184 163 84
As % of all permanent IT jobs advertised in the South East 1.23% 0.83% 0.40%
As % of the Database & Business Intelligence category 4.19% 2.72% 1.33%
Number of salaries quoted 124 115 66
Median salary £58,750 £55,000 £52,500
Median salary % change year-on-year +6.81% +4.76%  
90% offered a salary of more than £32,500 £37,400 £33,750
10% offered a salary of more than £81,750 £75,500 £70,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year +10.00% -  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South East
Permanent job vacancies with a requirement for database and business intelligence skills 4393 5999 6331
As % of all permanent IT job vacancies advertised in the South East 29.32% 30.59% 30.35%
Number of salaries quoted 3766 5290 5433
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in the South East

Hadoop
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in the South East.

Salary trend for Hadoop in the South East

Hadoop
Salary Histogram in the South East

The salary distribution of IT jobs citing Hadoop in the South East over the 3 months to 30 March 2017.

Salary histogram for Hadoop in the South East

Hadoop
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South East region over the 3 months to 30 March 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Surrey +90 74 £58,750 +2.17% 7
Berkshire +40 65 £50,000 -4.76% 6
Hampshire +19 20 £67,500 +35.00% 4
Buckinghamshire +8 14 £84,750 +73.84% 3
Oxfordshire 0 6 £23,500 -65.18% 1
East Sussex - 3 £57,500 -
Hadoop
England

For the 6 months to 30 March 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Hadoop.

1 265 (68.30%) Big Data
2 189 (48.71%) Java
3 181 (46.65%) Agile Software Development
4 135 (34.79%) SQL
5 134 (34.54%) Python
6 121 (31.19%) NoSQL
7 91 (23.45%) Linux
8 90 (23.20%) Scrum
9 86 (22.16%) Oracle
10 85 (21.91%) Software Engineering
11 80 (20.62%) Web Services
12 79 (20.36%) Business Intelligence
13 77 (19.85%) Degree
14 76 (19.59%) Apache Hive
14 76 (19.59%) MapReduce
14 76 (19.59%) Open Source
15 71 (18.30%) SQL Server
15 71 (18.30%) Analytics
16 67 (17.27%) MongoDB
17 64 (16.49%) Analytical Skills
18 63 (16.24%) Spring
19 62 (15.98%) Apache Spark
20 59 (15.21%) Apache Cassandra
21 58 (14.95%) HBase
21 58 (14.95%) Amazon AWS
21 58 (14.95%) Relational Database
22 54 (13.92%) JavaScript
23 51 (13.14%) AngularJS
24 50 (12.89%) MySQL
25 49 (12.63%) Machine Learning

Hadoop
Co-occurring IT Skills in the South East 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 62 (15.98%) Apache Spark
2 33 (8.51%) Apache Pig
3 25 (6.44%) Apache
4 15 (3.87%) Elasticsearch
4 15 (3.87%) IIS
4 15 (3.87%) SharePoint
5 14 (3.61%) SAS
6 8 (2.06%) OpenStack
7 7 (1.80%) Tomcat
8 5 (1.29%) Apache Solr
8 5 (1.29%) nginx
8 5 (1.29%) SharePoint 2013
9 4 (1.03%) Cloud Foundry
9 4 (1.03%) Confluence
10 3 (0.77%) ArcGIS
11 2 (0.52%) GemFire
12 1 (0.26%) JBoss
12 1 (0.26%) MS Exchange
12 1 (0.26%) Oracle SOA Suite
12 1 (0.26%) WebLogic
Applications
1 15 (3.87%) MS Excel
2 10 (2.58%) MS PowerPoint
3 5 (1.29%) Spreadsheet
4 4 (1.03%) MS Visio
5 3 (0.77%) SPSS
6 2 (0.52%) MS Office
Business Applications
1 5 (1.29%) FastStats
2 2 (0.52%) SAP Oil and Gas
Cloud Services
1 58 (14.95%) Amazon AWS
2 43 (11.08%) Microsoft Azure
3 18 (4.64%) GitHub
3 18 (4.64%) PaaS
4 14 (3.61%) SaaS
5 13 (3.35%) Google Cloud Platform
6 8 (2.06%) IaaS
7 6 (1.55%) OpenShift
8 5 (1.29%) Amazon EMR
8 5 (1.29%) Amazon S3
8 5 (1.29%) Oracle CX
9 4 (1.03%) Amazon Kinesis
9 4 (1.03%) AWS Lambda
10 3 (0.77%) Cloud Computing
10 3 (0.77%) Google Analytics
11 2 (0.52%) Adobe Analytics
11 2 (0.52%) IBM Cloud
11 2 (0.52%) SoftLayer
12 1 (0.26%) Amazon ELB
12 1 (0.26%) Route 53
Communications & Networking
1 8 (2.06%) Firewall
2 7 (1.80%) Intranet
2 7 (1.80%) MVNO
2 7 (1.80%) Network Security
2 7 (1.80%) TCP/IP
3 5 (1.29%) HTTP
3 5 (1.29%) Kerberos
4 4 (1.03%) SSH
5 3 (0.77%) IPv4
6 2 (0.52%) BGP
6 2 (0.52%) ICMP
6 2 (0.52%) iSCSI
6 2 (0.52%) VLAN
7 1 (0.26%) DNS
7 1 (0.26%) Internet
Database & Business Intelligence
1 265 (68.30%) Big Data
2 121 (31.19%) NoSQL
3 76 (19.59%) Apache Hive
4 71 (18.30%) SQL Server
5 67 (17.27%) MongoDB
6 59 (15.21%) Apache Cassandra
7 58 (14.95%) HBase
7 58 (14.95%) Relational Database
8 50 (12.89%) MySQL
9 47 (12.11%) Data Warehouse
10 42 (10.82%) OLAP
11 41 (10.57%) SQL Server Integration Services
12 39 (10.05%) SQL Server Analysis Services
13 36 (9.28%) SQL Server Reporting Services
14 33 (8.51%) OLTP
14 33 (8.51%) Power BI
15 27 (6.96%) Data Mining
16 26 (6.70%) Data Lake
17 25 (6.44%) RDBMS
18 24 (6.19%) BusinessObjects
Development Applications
1 39 (10.05%) JIRA
2 36 (9.28%) Git (software)
3 26 (6.70%) Talend Open Studio
4 21 (5.41%) Jenkins
5 20 (5.15%) Team Foundation Server
6 14 (3.61%) Visual Studio
7 10 (2.58%) Eclipse
8 9 (2.32%) Maven
8 9 (2.32%) Subversion
9 7 (1.80%) Bugzilla
9 7 (1.80%) git-flow
9 7 (1.80%) Trac
10 6 (1.55%) Vagrant
11 5 (1.29%) JUnit
12 4 (1.03%) Bitbucket
12 4 (1.03%) Selenium
13 2 (0.52%) FishEye
13 2 (0.52%) Gradle
13 2 (0.52%) Sonatype Nexus
14 1 (0.26%) Atlassian Bamboo
General
1 45 (11.60%) Finance
2 19 (4.90%) Marketing
3 15 (3.87%) Retail
4 12 (3.09%) Telecoms
5 9 (2.32%) Banking
6 7 (1.80%) Pharmaceutical
7 4 (1.03%) Dutch Language
7 4 (1.03%) Electronics
7 4 (1.03%) French Language
7 4 (1.03%) German Language
7 4 (1.03%) Italian Language
7 4 (1.03%) Spanish Language
8 3 (0.77%) Manufacturing
9 2 (0.52%) Law
9 2 (0.52%) Publishing
10 1 (0.26%) Automotive
10 1 (0.26%) Financial Institution
Job Titles
1 160 (41.24%) Developer
2 69 (17.78%) Java Developer
3 46 (11.86%) Architect
4 38 (9.79%) Analyst
5 32 (8.25%) Big Data Developer
6 28 (7.22%) Senior Developer
7 26 (6.70%) Data Architect
8 25 (6.44%) Big Data Engineer
9 24 (6.19%) Senior Java Developer
10 23 (5.93%) Data Scientist
10 23 (5.93%) Software Engineer
11 20 (5.15%) Junior
12 19 (4.90%) Administrator
12 19 (4.90%) Data Engineer
13 18 (4.64%) Lead Developer
14 16 (4.12%) CRM Analyst
14 16 (4.12%) Digital Developer
14 16 (4.12%) Lead Java Developer
15 15 (3.87%) SQL Developer
16 14 (3.61%) Cloud Architect
Libraries, Frameworks & Software Standards
1 80 (20.62%) Web Services
2 63 (16.24%) Spring
3 51 (13.14%) AngularJS
4 45 (11.60%) J2EE
5 35 (9.02%) .NET
6 34 (8.76%) HTML
7 31 (7.99%) REST
8 28 (7.22%) Node.js
9 26 (6.70%) Kafka
10 21 (5.41%) XML
11 20 (5.15%) RabbitMQ
12 19 (4.90%) jQuery
12 19 (4.90%) RESTful
13 16 (4.12%) CSS
14 14 (3.61%) ActiveMQ
14 14 (3.61%) Spring MVC
15 13 (3.35%) Apache CXF
16 11 (2.84%) JSON
16 11 (2.84%) Natural Language Processing
16 11 (2.84%) SOAP
Miscellaneous
1 64 (16.49%) Analytical Skills
2 33 (8.51%) Computer Science
3 23 (5.93%) Management Information System
4 19 (4.90%) Algorithms
5 16 (4.12%) Data Structures
6 14 (3.61%) Cyber Attack
7 13 (3.35%) Blog
7 13 (3.35%) Replication
8 10 (2.58%) Virtual Team
9 8 (2.06%) Clustering
10 7 (1.80%) Mobile App
10 7 (1.80%) User Experience
11 6 (1.55%) Life Science
11 6 (1.55%) Social Media
11 6 (1.55%) Wiki
12 5 (1.29%) Linux Command Line
12 5 (1.29%) PKI
13 4 (1.03%) Data Centre
13 4 (1.03%) Smartphone
14 3 (0.77%) Grid Computing
Operating Systems
1 91 (23.45%) Linux
2 35 (9.02%) CentOS
2 35 (9.02%) Unix
3 31 (7.99%) Windows
4 15 (3.87%) Oracle Linux
4 15 (3.87%) Red Hat Enterprise Linux
4 15 (3.87%) Ubuntu
5 11 (2.84%) Windows Server 2008
5 11 (2.84%) Windows Server 2012
6 6 (1.55%) Windows Server
7 4 (1.03%) Debian
8 2 (0.52%) Mac OS
8 2 (0.52%) MVS
9 1 (0.26%) Android
9 1 (0.26%) Apple iOS
9 1 (0.26%) Solaris
9 1 (0.26%) VMS
Processes & Methodologies
1 181 (46.65%) Agile Software Development
2 90 (23.20%) Scrum
3 85 (21.91%) Software Engineering
4 79 (20.36%) Business Intelligence
5 76 (19.59%) MapReduce
5 76 (19.59%) Open Source
6 71 (18.30%) Analytics
7 49 (12.63%) Machine Learning
8 48 (12.37%) ETL
9 42 (10.82%) TDD
10 41 (10.57%) Data Modelling
11 35 (9.02%) Migration
12 34 (8.76%) Mentoring
13 33 (8.51%) High Availability
13 33 (8.51%) Visualisation
14 29 (7.47%) DevOps
15 28 (7.22%) Performance Tuning
16 27 (6.96%) SDLC
16 27 (6.96%) Software Architecture
16 27 (6.96%) Statistics
Programming Languages
1 189 (48.71%) Java
2 135 (34.79%) SQL
3 134 (34.54%) Python
4 54 (13.92%) JavaScript
5 49 (12.63%) R
6 48 (12.37%) C++
7 37 (9.54%) C#
8 30 (7.73%) T-SQL
9 27 (6.96%) C
10 24 (6.19%) PL/SQL
11 23 (5.93%) Scala
12 20 (5.15%) Bash Shell
13 15 (3.87%) Ruby
13 15 (3.87%) Shell Script
14 14 (3.61%) Perl
15 13 (3.35%) PHP
16 11 (2.84%) PowerShell
17 10 (2.58%) Jython
18 9 (2.32%) Data Analysis Expressions (DAX)
18 9 (2.32%) MATLAB
Qualifications
1 77 (19.85%) Degree
2 15 (3.87%) Security Cleared
3 12 (3.09%) SC Cleared
4 7 (1.80%) ISTQB
5 6 (1.55%) ISEB
6 5 (1.29%) PhD
7 2 (0.52%) CISSP
7 2 (0.52%) OCA
7 2 (0.52%) OCP
7 2 (0.52%) Oracle Certification
8 1 (0.26%) DV Cleared
8 1 (0.26%) MCP
8 1 (0.26%) MCSE
8 1 (0.26%) MCTS
8 1 (0.26%) Microsoft Certification
8 1 (0.26%) SAS Certification
Quality Assurance & Compliance
1 32 (8.25%) Data Quality
2 31 (7.99%) QA
3 16 (4.12%) ISO/IEC 27001
4 8 (2.06%) SLA
5 2 (0.52%) ISO 9001
5 2 (0.52%) PCI DSS
6 1 (0.26%) ISO22301
System Software
1 25 (6.44%) Docker
2 18 (4.64%) HDFS
3 12 (3.09%) Active Directory
4 8 (2.06%) Apache ZooKeeper
4 8 (2.06%) KVM
5 5 (1.29%) VMware Infrastructure
6 3 (0.77%) Apache Flume
6 3 (0.77%) VirtualBox
7 2 (0.52%) Oracle RAC
8 1 (0.26%) Virtual Machines
Systems Management
1 25 (6.44%) Puppet
2 16 (4.12%) Kubernetes
3 15 (3.87%) Opscode Chef
4 11 (2.84%) Ansible
5 10 (2.58%) Oozie
6 8 (2.06%) Hadoop YARN
6 8 (2.06%) Salt
7 5 (1.29%) Ambari
7 5 (1.29%) Graphite
8 4 (1.03%) Kibana
9 2 (0.52%) SELinux
9 2 (0.52%) vMotion
9 2 (0.52%) WSUS
9 2 (0.52%) ZABBIX
10 1 (0.26%) Failover Clustering
10 1 (0.26%) Graylog
10 1 (0.26%) logstash
10 1 (0.26%) Mesos
Vendors
1 86 (22.16%) Oracle
2 47 (12.11%) Microsoft
3 30 (7.73%) Cognos
4 27 (6.96%) Red Hat
5 26 (6.70%) Tableau
5 26 (6.70%) Talend
6 23 (5.93%) Google
7 22 (5.67%) Teradata
8 11 (2.84%) Cloudera
9 9 (2.32%) SAP
10 8 (2.06%) Hortonworks
10 8 (2.06%) MapR
10 8 (2.06%) VMware
11 7 (1.80%) Informatica
11 7 (1.80%) SolarWinds
12 6 (1.55%) Salesforce.com
13 5 (1.29%) Sun
14 4 (1.03%) Ab Initio
14 4 (1.03%) CA
14 4 (1.03%) MicroStrategy
Milton Keynes, Buckinghamshire
Sopra Steria Recruitment
Salary: From £90,000 to £110,000 per annum
Posted: 10 hours ago
Reading, Berkshire
Oscar
Salary: £45000 - £55000 per annum
Posted: Yesterday
Farnborough, Hampshire
Discover Financial Services
Salary: benefits and bonus
Posted: 22 hours ago
Milton Keynes, Buckinghamshire
Uniting Ambition
Salary: £80k - 100k per year
Posted: 2 days ago
Crawley, West Sussex
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 3 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 6 days ago
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 6 days ago
Epsom, Surrey
Oliver Bernard
Salary: £65000 - £75000 per annum + benefits
Posted: 6 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 8 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 8 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
Posted: 6 days ago
Oxfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: 11 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Salary: Perm or contract - competitive salary + benefits OR day rate contract
Posted: 8 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £46,000 to £56,000 per annum + 7.5% bonus + 29 days holiday + pen
Posted: 13 days ago
Southampton
Spectrum IT
Salary: £45000 - £65000 per annum
Posted: 17 days ago
Guildford
Computer Futures
Salary: £40000 - £60000 per annum + Competitive Benefits
Posted: 23 days ago
Guildford
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 21 days ago
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 23 days ago