The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
Hampshire / Southampton
Rank 72 80 81
Rank change year-on-year
+8 +1
Permanent jobs citing Hadoop 5 2 5
As % of all permanent IT jobs located in Southampton 0.77% 0.28% 0.59%
As % of the Database & Business Intelligence category 3.38% 0.81% 1.69%
Number of salaries quoted 5 1 5
Median salary £57,500 £37,500 £35,000
Median salary % change year-on-year
+53.33% +7.14%
UK excluding London median salary £55,000 £52,500 £50,000
% change year-on-year
+4.76% +5.00%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Southampton region.

Database & Business Intelligence Category
Southampton
Permanent IT job ads with a match in the
Database & Business Intelligence category
148 246 295
As % of all permanent IT jobs located in Southampton 22.91% 34.50% 34.75%
Number of salaries quoted 143 235 256
Median salary £38,428 £37,500 £37,500
Median salary % change year-on-year
+2.47% -
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £50,000 £55,000 £47,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Hadoop
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Southampton

Hadoop
Salary Trend in Southampton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Southampton region.

Hadoop Salary Trend in Southampton

Hadoop
Top 30 Related IT Skills in Southampton

For the 6 months to 23 January 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 Southampton region with a requirement for Hadoop.

1 15 (65.22%) Java
2 12 (52.17%) Agile Software Development
2 12 (52.17%) Git (software)
2 12 (52.17%) NoSQL
3 11 (47.83%) Degree
3 11 (47.83%) Python
4 10 (43.48%) HTML
4 10 (43.48%) Ruby
4 10 (43.48%) AngularJS
4 10 (43.48%) Apache Spark
5 9 (39.13%) Big Data
5 9 (39.13%) Web Development
5 9 (39.13%) Linux
6 7 (30.43%) SOA
6 7 (30.43%) MVC
6 7 (30.43%) C++
6 7 (30.43%) J2EE
6 7 (30.43%) XML
6 7 (30.43%) JSON
6 7 (30.43%) REST
6 7 (30.43%) Cross-Platform Development
6 7 (30.43%) Angular 2
7 6 (26.09%) Apache Cassandra
7 6 (26.09%) Microsoft Azure
7 6 (26.09%) Amazon AWS
7 6 (26.09%) Maven
7 6 (26.09%) Unix
7 6 (26.09%) Web Services
8 5 (21.74%) Internet
8 5 (21.74%) Google

Hadoop
Top Related IT Skills in Southampton 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 10 (43.48%) Apache Spark
2 4 (17.39%) nginx
3 1 (4.35%) Apache Pig
3 1 (4.35%) Cloud Foundry
3 1 (4.35%) Elasticsearch
Cloud Services
1 6 (26.09%) Amazon AWS
1 6 (26.09%) Microsoft Azure
2 5 (21.74%) Google Cloud Platform
Communications & Networking
1 5 (21.74%) Internet
Database & Business Intelligence
1 12 (52.17%) NoSQL
2 9 (39.13%) Big Data
3 6 (26.09%) Apache Cassandra
4 4 (17.39%) Aerospike
5 3 (13.04%) PostgreSQL
6 2 (8.70%) MongoDB
6 2 (8.70%) Neo4j
6 2 (8.70%) SQL Server
7 1 (4.35%) Amazon DynamoDB
7 1 (4.35%) Apache Accumulo
7 1 (4.35%) Apache Hive
7 1 (4.35%) HBase
7 1 (4.35%) MySQL
7 1 (4.35%) Relational Database
7 1 (4.35%) Sqoop
Development Applications
1 12 (52.17%) Git (software)
2 6 (26.09%) Maven
3 5 (21.74%) JIRA
4 3 (13.04%) Eclipse
5 1 (4.35%) Selenium
General
1 2 (8.70%) Multimedia
Job Titles
1 16 (69.57%) Developer
2 13 (56.52%) Java Developer
3 7 (30.43%) Full Stack Developer
4 3 (13.04%) Linux Engineer
4 3 (13.04%) Linux Systems Engineer
4 3 (13.04%) Senior Linux Engineer
4 3 (13.04%) Senior Linux Systems Engineer
4 3 (13.04%) Senior Systems Engineer
4 3 (13.04%) Systems Engineer
5 2 (8.70%) Data Scientist
5 2 (8.70%) Ruby Developer
5 2 (8.70%) Senior Data Scientist
5 2 (8.70%) Web Developer
6 1 (4.35%) Big Data Developer
6 1 (4.35%) Big Data Engineer
6 1 (4.35%) Java Engineer
6 1 (4.35%) Java Software Engineer
6 1 (4.35%) Senior Java Engineer
6 1 (4.35%) Senior Java Software Engineer
6 1 (4.35%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 10 (43.48%) AngularJS
1 10 (43.48%) HTML
2 7 (30.43%) Angular 2
2 7 (30.43%) J2EE
2 7 (30.43%) JSON
2 7 (30.43%) REST
2 7 (30.43%) XML
3 6 (26.09%) Web Services
4 4 (17.39%) Spring
5 3 (13.04%) CSS
5 3 (13.04%) EJB
5 3 (13.04%) Hibernate
5 3 (13.04%) JDBC
5 3 (13.04%) JSF
5 3 (13.04%) JSP
5 3 (13.04%) Swing
6 2 (8.70%) Backbone.js
6 2 (8.70%) KnockoutJS
6 2 (8.70%) Natural Language Processing
6 2 (8.70%) Ruby on Rails
Miscellaneous
1 2 (8.70%) Algorithms
1 2 (8.70%) Analytical Skills
1 2 (8.70%) Mathematics
1 2 (8.70%) Neural Network
1 2 (8.70%) Statistics
1 2 (8.70%) Visualisation
2 1 (4.35%) Internet of Things
Operating Systems
1 9 (39.13%) Linux
2 6 (26.09%) Unix
Processes & Methodologies
1 12 (52.17%) Agile Software Development
2 9 (39.13%) Web Development
3 7 (30.43%) Cross-Platform Development
3 7 (30.43%) MVC
3 7 (30.43%) SOA
4 4 (17.39%) Network Architecture
4 4 (17.39%) Scrum
4 4 (17.39%) Virtual Environments
5 3 (13.04%) TDD
6 2 (8.70%) Analytics
6 2 (8.70%) Bayesian Methods
6 2 (8.70%) Data Engineering
6 2 (8.70%) Data Visualisation
6 2 (8.70%) Deep Learning
6 2 (8.70%) Digital Analytics
6 2 (8.70%) ETL
6 2 (8.70%) Logistic Regression
6 2 (8.70%) Machine Learning
6 2 (8.70%) Operations Research
6 2 (8.70%) Random Forest
Programming Languages
1 15 (65.22%) Java
2 11 (47.83%) Python
3 10 (43.48%) Ruby
4 7 (30.43%) C++
5 4 (17.39%) PHP
6 3 (13.04%) JavaScript
6 3 (13.04%) Scala
7 2 (8.70%) SQL
8 1 (4.35%) Go
Qualifications
1 11 (47.83%) Degree
2 4 (17.39%) CCIE
2 4 (17.39%) Cisco Certification
3 2 (8.70%) Postgraduate
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 4 (17.39%) HDFS
2 1 (4.35%) Apache Flume
Systems Management
1 1 (4.35%) Hadoop YARN
1 1 (4.35%) Oozie
Vendors
1 5 (21.74%) Google
2 4 (17.39%) Cisco
3 2 (8.70%) Cloudera
3 2 (8.70%) Oracle
4 1 (4.35%) Hortonworks