Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 201 199 222
Rank change year-on-year -2 +23 +13
Permanent jobs citing Hadoop 72 54 56
As % of all permanent IT jobs advertised in Hampshire 1.04% 0.88% 0.80%
As % of the Database & Business Intelligence category 3.06% 2.86% 2.25%
Number of salaries quoted 44 53 38
Hampshire median annual salary £52,700 £55,000 £50,000
Median salary % change year-on-year -4.18% +10.00% +17.65%
10th Percentile £27,500 £36,250 £30,075
90th Percentile £81,750 £85,000 £63,625
South East median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - +11.11%

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

All Database and Business Intelligence Skills
Hampshire
Permanent vacancies with a requirement for database or business intelligence skills 2,350 1,887 2,489
As % of all permanent IT jobs advertised in Hampshire 34.03% 30.67% 35.48%
Number of salaries quoted 2,081 1,692 2,215
Hampshire median annual salary £40,000 £40,000 £41,500
Median salary % change year-on-year - -3.61% +6.41%
10th Percentile £27,000 £27,000 £26,750
90th Percentile £61,250 £61,250 £61,250
South East median annual salary £45,000 £45,000 £44,141
% change year-on-year - +1.95% +6.36%

Hadoop
Job Vacancy Trend in Hampshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Hadoop in Hampshire

Hadoop
Salary Trend in Hampshire

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

Salary trend for Hadoop in Hampshire

Hadoop
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Hadoop in Hampshire over the 6 months to 22 January 2018.

Salary histogram for Hadoop in Hampshire

Hadoop
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Hampshire region over the 6 months to 22 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -23 26 £30,000 -45.45% 3
Farnborough -1 12 £32,500 -35.00% 4
Aldershot +13 9 £60,000 -22.58%
Fareham -5 7 £52,700 +12.13% 3
Havant -9 2 £85,000 +6.25%
Portsmouth -11 2 £58,000 +132.00%
Basingstoke - 1 £62,500 -
Hook - 1 £45,000 - 1
Hadoop
South East

For the 6 months to 22 January 2018, 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 Hampshire region with a requirement for Hadoop.

1 55 (76.39%) Java
2 50 (69.44%) Big Data
3 36 (50.00%) J2EE
4 33 (45.83%) Software Engineering
5 27 (37.50%) Python
6 26 (36.11%) Agile Software Development
7 24 (33.33%) Degree
7 24 (33.33%) Windows
7 24 (33.33%) AngularJS
8 23 (31.94%) Computer Science
9 22 (30.56%) Apache Spark
10 19 (26.39%) Ruby
11 18 (25.00%) Unix
11 18 (25.00%) C++
11 18 (25.00%) XML
12 17 (23.61%) JUnit
12 17 (23.61%) Eclipse
12 17 (23.61%) SWT
12 17 (23.61%) Subversion
12 17 (23.61%) Mac OS
12 17 (23.61%) Computer Science Degree
13 16 (22.22%) Coaching
14 15 (20.83%) CSS
14 15 (20.83%) JavaScript
15 13 (18.06%) Oracle
15 13 (18.06%) MongoDB
16 12 (16.67%) Linux
16 12 (16.67%) PostgreSQL
16 12 (16.67%) Spring
17 11 (15.28%) MySQL

Hadoop
Co-occurring IT Skills in Hampshire 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 22 (30.56%) Apache Spark
2 9 (12.50%) Elasticsearch
3 7 (9.72%) Zimbra
4 6 (8.33%) Apache Pig
4 6 (8.33%) SAS
5 5 (6.94%) SharePoint
6 2 (2.78%) Confluence
7 1 (1.39%) Apache
Applications
1 1 (1.39%) SPSS
Cloud Services
1 8 (11.11%) Amazon AWS
1 8 (11.11%) PaaS
1 8 (11.11%) SaaS
2 4 (5.56%) Microsoft Azure
3 1 (1.39%) GitHub
3 1 (1.39%) IaaS
Communications & Networking
1 7 (9.72%) IPsec
1 7 (9.72%) SAN
1 7 (9.72%) SSL
1 7 (9.72%) TCP/IP
1 7 (9.72%) VPN
Database & Business Intelligence
1 50 (69.44%) Big Data
2 13 (18.06%) MongoDB
3 12 (16.67%) PostgreSQL
4 11 (15.28%) MySQL
5 10 (13.89%) NoSQL
6 9 (12.50%) SQL Server
7 6 (8.33%) Apache Hive
7 6 (8.33%) Relational Database
8 5 (6.94%) Apache Cassandra
8 5 (6.94%) HBase
9 1 (1.39%) Azure SQL Database
9 1 (1.39%) Data Lake
9 1 (1.39%) Data Warehouse
9 1 (1.39%) Parquet
9 1 (1.39%) Qlik Sense
9 1 (1.39%) QlikView
9 1 (1.39%) RDBMS
9 1 (1.39%) SQL Server Integration Services
Development Applications
1 17 (23.61%) Eclipse
1 17 (23.61%) JUnit
1 17 (23.61%) Subversion
2 2 (2.78%) Git (software)
2 2 (2.78%) JIRA
3 1 (1.39%) Gradle
3 1 (1.39%) Jenkins
General
1 4 (5.56%) Finance
2 2 (2.78%) Marketing
2 2 (2.78%) Retail
Job Titles
1 44 (61.11%) Developer
2 36 (50.00%) Java Developer
3 22 (30.56%) Senior Developer
4 17 (23.61%) Senior Java Developer
5 9 (12.50%) Technical Leader
6 7 (9.72%) Junior
6 7 (9.72%) Junior Developer
6 7 (9.72%) Junior Java Developer
7 6 (8.33%) Architect
7 6 (8.33%) Data Architect
7 6 (8.33%) Graduate
7 6 (8.33%) Graduate Developer
7 6 (8.33%) Graduate Java Developer
7 6 (8.33%) Lead Developer
8 5 (6.94%) Java Engineer
8 5 (6.94%) Java Software Engineer
8 5 (6.94%) Senior Java Engineer
8 5 (6.94%) Senior Java Software Engineer
8 5 (6.94%) Senior Software Engineer
8 5 (6.94%) Software Engineer
Libraries, Frameworks & Software Standards
1 36 (50.00%) J2EE
2 24 (33.33%) AngularJS
3 18 (25.00%) XML
4 17 (23.61%) SWT
5 15 (20.83%) CSS
6 12 (16.67%) Spring
7 10 (13.89%) Web Services
8 9 (12.50%) HTML
9 7 (9.72%) CSS3
9 7 (9.72%) Django
9 7 (9.72%) Node.js
9 7 (9.72%) Ruby on Rails
10 6 (8.33%) Kafka
10 6 (8.33%) RESTful
11 5 (6.94%) RabbitMQ
12 4 (5.56%) REST
13 2 (2.78%) JSON
14 1 (1.39%) Apache Avro
14 1 (1.39%) Middleware
14 1 (1.39%) Natural Language Processing
Miscellaneous
1 23 (31.94%) Computer Science
2 11 (15.28%) Greenfield Project
3 7 (9.72%) Data Centre
4 1 (1.39%) Analytical Skills
4 1 (1.39%) Linux Command Line
4 1 (1.39%) Robotics
4 1 (1.39%) Virtual Team
Operating Systems
1 24 (33.33%) Windows
2 18 (25.00%) Unix
3 17 (23.61%) Mac OS
4 12 (16.67%) Linux
5 7 (9.72%) CentOS
5 7 (9.72%) Red Hat Enterprise Linux
Processes & Methodologies
1 33 (45.83%) Software Engineering
2 26 (36.11%) Agile Software Development
3 16 (22.22%) Coaching
4 11 (15.28%) DevOps
5 9 (12.50%) Test Automation
6 8 (11.11%) MapReduce
6 8 (11.11%) OO
7 7 (9.72%) ITIL
7 7 (9.72%) Service Management
8 6 (8.33%) Mathematics
8 6 (8.33%) Scrum
8 6 (8.33%) SOA
9 5 (6.94%) Continuous Integration
9 5 (6.94%) Data Management
10 4 (5.56%) Analytics
10 4 (5.56%) Domain-Driven Design
10 4 (5.56%) ETL
10 4 (5.56%) Open Source
10 4 (5.56%) Visualisation
11 3 (4.17%) Machine Learning
Programming Languages
1 55 (76.39%) Java
2 27 (37.50%) Python
3 19 (26.39%) Ruby
4 18 (25.00%) C++
5 15 (20.83%) JavaScript
6 11 (15.28%) SQL
7 9 (12.50%) R
8 7 (9.72%) Bash Shell
8 7 (9.72%) Go
8 7 (9.72%) Perl
8 7 (9.72%) Scala
9 4 (5.56%) C#
10 1 (1.39%) Shell Script
Qualifications
1 24 (33.33%) Degree
2 17 (23.61%) Computer Science Degree
3 10 (13.89%) Security Cleared
4 4 (5.56%) SC Cleared
System Software
1 8 (11.11%) Docker
2 7 (9.72%) vCloud
2 7 (9.72%) VMware Infrastructure
2 7 (9.72%) vSphere
3 6 (8.33%) HDFS
4 5 (6.94%) Apache Flume
5 1 (1.39%) Apache ZooKeeper
Systems Management
1 5 (6.94%) Oozie
2 4 (5.56%) Opscode Chef
3 3 (4.17%) Kubernetes
4 2 (2.78%) Hadoop YARN
Vendors
1 13 (18.06%) Oracle
2 7 (9.72%) Cisco
2 7 (9.72%) VMware
3 5 (6.94%) SAP
4 3 (4.17%) Cloudera
5 2 (2.78%) MapR
5 2 (2.78%) Tableau
6 1 (1.39%) Informatica
6 1 (1.39%) Netezza
6 1 (1.39%) Teradata