Period
to 25 April 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 25 April 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 192 184 222
Rank change year-on-year -8 +38 +36
Permanent jobs citing Hadoop 84 57 48
As % of all permanent IT jobs advertised in Hampshire 1.17% 0.94% 0.72%
As % of the Database & Business Intelligence category 3.59% 3.09% 2.10%
Number of salaries quoted 43 54 30
Hampshire median annual salary £52,700 £60,000 £50,000
Median salary % change year-on-year -12.17% +20.00% +11.11%
10th Percentile £27,500 £31,500 £30,525
90th Percentile £74,500 £78,750 £60,125
South East median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +15.00%

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 2,339 1,843 2,288
As % of all permanent IT jobs advertised in Hampshire 32.50% 30.50% 34.13%
Number of salaries quoted 2,047 1,655 2,081
Hampshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,500 £62,500 £60,000
South East median annual salary £45,000 £45,000 £45,000

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 25 April 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 25 April 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 -10 33 £30,000 -45.45% 1
Farnborough +5 18 £33,750 -38.64% 2
Aldershot -5 12 £70,000 -9.68%
Romsey - 4 - -
Fareham +5 3 £52,700 - 1
Portsmouth -5 3 £58,000 +132.00% 2
Havant - 1 £62,500 -
Hadoop
South East

For the 6 months to 25 April 2018, IT 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 permanent job ads across the Hampshire region with a requirement for Hadoop.

1 69 (82.14%) Java
2 66 (78.57%) Big Data
3 43 (51.19%) Software Engineering
4 42 (50.00%) J2EE
5 34 (40.48%) Degree
6 33 (39.29%) Computer Science
6 33 (39.29%) AngularJS
7 26 (30.95%) Apache Spark
7 26 (30.95%) C++
8 24 (28.57%) Windows
9 23 (27.38%) Unix
9 23 (27.38%) Agile Software Development
10 22 (26.19%) Subversion
10 22 (26.19%) SWT
10 22 (26.19%) Mac OS
10 22 (26.19%) Eclipse
10 22 (26.19%) JUnit
10 22 (26.19%) XML
10 22 (26.19%) Computer Science Degree
11 19 (22.62%) Python
12 18 (21.43%) Linux
13 16 (19.05%) DevOps
13 16 (19.05%) Docker
14 14 (16.67%) Spring
15 13 (15.48%) CSS
15 13 (15.48%) JavaScript
15 13 (15.48%) Greenfield Project
16 12 (14.29%) Security Cleared
17 11 (13.10%) Mathematics
17 11 (13.10%) SQL Server

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 26 (30.95%) Apache Spark
2 7 (8.33%) Apache Pig
2 7 (8.33%) SAS
3 5 (5.95%) Apache
3 5 (5.95%) Elasticsearch
4 3 (3.57%) Confluence
4 3 (3.57%) SharePoint
5 2 (2.38%) Zimbra
Cloud Services
1 7 (8.33%) Amazon AWS
2 6 (7.14%) Microsoft Azure
3 3 (3.57%) PaaS
3 3 (3.57%) SaaS
4 2 (2.38%) Amazon EMR
4 2 (2.38%) Google Cloud Platform
5 1 (1.19%) GitHub
Communications & Networking
1 2 (2.38%) IPsec
1 2 (2.38%) SAN
1 2 (2.38%) SSL
1 2 (2.38%) TCP/IP
1 2 (2.38%) VPN
Database & Business Intelligence
1 66 (78.57%) Big Data
2 11 (13.10%) SQL Server
3 9 (10.71%) MongoDB
3 9 (10.71%) PostgreSQL
4 8 (9.52%) Relational Database
5 7 (8.33%) Apache Hive
6 5 (5.95%) NoSQL
7 4 (4.76%) Flink
7 4 (4.76%) HBase
8 3 (3.57%) Data Warehouse
8 3 (3.57%) MySQL
9 2 (2.38%) Apache Cassandra
10 1 (1.19%) Cosmos DB
10 1 (1.19%) Data Lake
10 1 (1.19%) Electronic Patient Records
10 1 (1.19%) HDInsight
10 1 (1.19%) Parquet
10 1 (1.19%) RDBMS
Development Applications
1 22 (26.19%) Eclipse
1 22 (26.19%) JUnit
1 22 (26.19%) Subversion
2 3 (3.57%) JIRA
3 1 (1.19%) Git (software)
3 1 (1.19%) Gradle
3 1 (1.19%) Jenkins
General
1 5 (5.95%) Finance
2 3 (3.57%) Marketing
2 3 (3.57%) Retail
Job Titles
1 50 (59.52%) Developer
2 43 (51.19%) Java Developer
3 26 (30.95%) Senior Developer
4 22 (26.19%) Senior Java Developer
5 12 (14.29%) 2nd Line Support
5 12 (14.29%) Applications Support
6 11 (13.10%) Graduate
7 7 (8.33%) Graduate Developer
7 7 (8.33%) Graduate Java Developer
7 7 (8.33%) Junior
7 7 (8.33%) Junior Developer
7 7 (8.33%) Junior Java Developer
8 6 (7.14%) Big Data Engineer
8 6 (7.14%) Big Data Software Engineer
8 6 (7.14%) Java Engineer
8 6 (7.14%) Java Software Engineer
8 6 (7.14%) Python Software Engineer
8 6 (7.14%) Senior Java Engineer
8 6 (7.14%) Senior Java Software Engineer
8 6 (7.14%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 42 (50.00%) J2EE
2 33 (39.29%) AngularJS
3 22 (26.19%) SWT
3 22 (26.19%) XML
4 14 (16.67%) Spring
5 13 (15.48%) CSS
6 10 (11.90%) HTML
6 10 (11.90%) Web Services
7 7 (8.33%) RESTful
8 4 (4.76%) D3.js
8 4 (4.76%) Keras
8 4 (4.76%) NumPy
8 4 (4.76%) REST
8 4 (4.76%) scikit-learn
8 4 (4.76%) SciPy
8 4 (4.76%) TensorFlow
9 3 (3.57%) Apache Flex
9 3 (3.57%) CSS3
9 3 (3.57%) Django
9 3 (3.57%) Node.js
Miscellaneous
1 33 (39.29%) Computer Science
2 13 (15.48%) Greenfield Project
3 2 (2.38%) Analytical Skills
3 2 (2.38%) Data Centre
4 1 (1.19%) Linux Command Line
4 1 (1.19%) Public Cloud
4 1 (1.19%) Virtual Team
Operating Systems
1 24 (28.57%) Windows
2 23 (27.38%) Unix
3 22 (26.19%) Mac OS
4 18 (21.43%) Linux
5 2 (2.38%) CentOS
5 2 (2.38%) Red Hat Enterprise Linux
Processes & Methodologies
1 43 (51.19%) Software Engineering
2 23 (27.38%) Agile Software Development
3 16 (19.05%) DevOps
4 11 (13.10%) MapReduce
4 11 (13.10%) Mathematics
5 10 (11.90%) OO
6 9 (10.71%) Analytics
7 7 (8.33%) Data Visualisation
7 7 (8.33%) Machine Learning
7 7 (8.33%) Visualisation
8 6 (7.14%) Data Management
8 6 (7.14%) Test Automation
9 5 (5.95%) Coaching
9 5 (5.95%) Data Analysis
9 5 (5.95%) Data Science
9 5 (5.95%) ETL
9 5 (5.95%) Open Source
10 4 (4.76%) Customer Requirements
10 4 (4.76%) Data Analytics
10 4 (4.76%) Physics
Programming Languages
1 69 (82.14%) Java
2 26 (30.95%) C++
3 19 (22.62%) Python
4 13 (15.48%) JavaScript
5 7 (8.33%) Scala
6 6 (7.14%) Ruby
6 6 (7.14%) SQL
7 4 (4.76%) C
7 4 (4.76%) Clojure
8 3 (3.57%) Go
8 3 (3.57%) R
9 2 (2.38%) Bash Shell
9 2 (2.38%) C#
9 2 (2.38%) Perl
10 1 (1.19%) Shell Script
Qualifications
1 34 (40.48%) Degree
2 22 (26.19%) Computer Science Degree
3 12 (14.29%) Security Cleared
4 7 (8.33%) SC Cleared
5 1 (1.19%) TOGAF Certification
System Software
1 16 (19.05%) Docker
2 8 (9.52%) HDFS
3 7 (8.33%) Apache Flume
4 2 (2.38%) vCloud
4 2 (2.38%) VMware Infrastructure
4 2 (2.38%) vSphere
5 1 (1.19%) Apache ZooKeeper
Systems Management
1 11 (13.10%) Kubernetes
2 8 (9.52%) Oozie
3 1 (1.19%) Hadoop YARN
3 1 (1.19%) Opscode Chef
Vendors
1 10 (11.90%) Oracle
2 7 (8.33%) SAP
3 2 (2.38%) Cisco
3 2 (2.38%) Cloudera
3 2 (2.38%) Google
3 2 (2.38%) MapR
3 2 (2.38%) Tableau
3 2 (2.38%) VMware
4 1 (1.19%) Teradata