Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 184 192 231
Rank change year-on-year +8 +39 +17
Permanent jobs citing Hadoop 71 82 46
As % of all permanent IT jobs advertised in Hampshire 1.13% 1.19% 0.63%
As % of the Database & Business Intelligence category 3.42% 3.65% 1.80%
Number of salaries quoted 52 77 39
Hampshire median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - +17.65%
10th Percentile £33,750 £37,500 £30,300
90th Percentile £82,250 £78,750 £65,250
South East median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +9.38%

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 2078 2247 2552
As % of all permanent IT jobs advertised in Hampshire 33.13% 32.73% 35.22%
Number of salaries quoted 1835 2029 2227
Hampshire median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +3.75%
10th Percentile £26,750 £27,500 £26,250
90th Percentile £63,750 £58,750 £61,000
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

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 18 November 2017.

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 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -20 15 £50,000 -
Fareham +20 14 £52,700 +12.13%
Farnborough -1 13 £37,500 -25.00%
Aldershot +26 12 £60,000 -22.58%
Havant -2 1 £85,000 +13.33%
Basingstoke - 1 £62,500 -
Hook - 1 £45,000 -
Hadoop
South East

For the 6 months to 18 November 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 Hampshire region with a requirement for Hadoop.

1 51 (71.83%) Java
2 48 (67.61%) Big Data
3 45 (63.38%) Agile Software Development
4 36 (50.70%) Apache Spark
5 35 (49.30%) Python
6 31 (43.66%) J2EE
7 28 (39.44%) Ruby
8 20 (28.17%) Spring
8 20 (28.17%) Coaching
9 19 (26.76%) Greenfield Project
10 18 (25.35%) Windows
11 17 (23.94%) NoSQL
12 16 (22.54%) R
12 16 (22.54%) MySQL
12 16 (22.54%) SQL
13 15 (21.13%) CSS
13 15 (21.13%) JavaScript
13 15 (21.13%) Software Engineering
14 12 (16.90%) Unix
14 12 (16.90%) SOA
14 12 (16.90%) SaaS
14 12 (16.90%) PaaS
14 12 (16.90%) Open Source
14 12 (16.90%) HBase
15 11 (15.49%) Kafka
15 11 (15.49%) AngularJS
15 11 (15.49%) Go
15 11 (15.49%) DevOps
15 11 (15.49%) Scala
15 11 (15.49%) Test Automation

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 36 (50.70%) Apache Spark
2 7 (9.86%) Elasticsearch
2 7 (9.86%) Zimbra
3 6 (8.45%) SharePoint
4 2 (2.82%) Cloud Foundry
5 1 (1.41%) Apache
5 1 (1.41%) Apache Pig
5 1 (1.41%) SAS
5 1 (1.41%) WebLogic
Applications
1 1 (1.41%) SPSS
Cloud Services
1 12 (16.90%) PaaS
1 12 (16.90%) SaaS
2 10 (14.08%) Amazon AWS
3 3 (4.23%) Cloud Computing
4 1 (1.41%) G Suite
4 1 (1.41%) GitHub
4 1 (1.41%) IaaS
4 1 (1.41%) Microsoft Azure
4 1 (1.41%) Office 365
Communications & Networking
1 9 (12.68%) SAN
2 8 (11.27%) TCP/IP
3 7 (9.86%) IPsec
3 7 (9.86%) SSL
3 7 (9.86%) VPN
4 2 (2.82%) DNS
4 2 (2.82%) Firewall
4 2 (2.82%) NAS
5 1 (1.41%) DHCP
5 1 (1.41%) LAN
5 1 (1.41%) VLAN
Database & Business Intelligence
1 48 (67.61%) Big Data
2 17 (23.94%) NoSQL
3 16 (22.54%) MySQL
4 12 (16.90%) HBase
5 10 (14.08%) Apache Cassandra
5 10 (14.08%) MongoDB
6 9 (12.68%) PostgreSQL
7 3 (4.23%) SQL Server
8 2 (2.82%) Couchbase
8 2 (2.82%) Ingres
8 2 (2.82%) Oracle Exadata
8 2 (2.82%) Relational Database
9 1 (1.41%) Apache Hive
9 1 (1.41%) Azure SQL Database
9 1 (1.41%) Parquet
9 1 (1.41%) Qlik Sense
9 1 (1.41%) QlikView
9 1 (1.41%) SQL Server Integration Services
Development Applications
1 9 (12.68%) Eclipse
1 9 (12.68%) JUnit
1 9 (12.68%) Subversion
2 2 (2.82%) Git (software)
3 1 (1.41%) Gradle
3 1 (1.41%) Jenkins
Job Titles
1 37 (52.11%) Developer
2 31 (43.66%) Java Developer
3 14 (19.72%) Senior Developer
4 11 (15.49%) Architect
4 11 (15.49%) Data Architect
5 9 (12.68%) Big Data Architect
5 9 (12.68%) Java Architect
5 9 (12.68%) Java Software Architect
5 9 (12.68%) Python Software Architect
5 9 (12.68%) Senior Java Developer
5 9 (12.68%) SOA Architect
5 9 (12.68%) Software Architect
5 9 (12.68%) Technical Leader
6 7 (9.86%) Lead Developer
7 6 (8.45%) Data Scientist
8 5 (7.04%) Junior
8 5 (7.04%) Junior Developer
8 5 (7.04%) Junior Java Developer
9 2 (2.82%) Infrastructure Engineer
9 2 (2.82%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 31 (43.66%) J2EE
2 20 (28.17%) Spring
3 15 (21.13%) CSS
4 11 (15.49%) AngularJS
4 11 (15.49%) CSS3
4 11 (15.49%) Django
4 11 (15.49%) Kafka
4 11 (15.49%) Node.js
4 11 (15.49%) Ruby on Rails
5 10 (14.08%) RabbitMQ
5 10 (14.08%) Web Services
5 10 (14.08%) XML
6 9 (12.68%) SWT
7 3 (4.23%) Velocity
8 2 (2.82%) HTML
8 2 (2.82%) JSON
8 2 (2.82%) REST
9 1 (1.41%) Angular 2
9 1 (1.41%) Apache Avro
9 1 (1.41%) Natural Language Processing
Miscellaneous
1 19 (26.76%) Greenfield Project
2 10 (14.08%) Computer Science
3 7 (9.86%) Data Centre
4 3 (4.23%) Algorithms
5 1 (1.41%) Analytical Skills
5 1 (1.41%) BYOD
5 1 (1.41%) Enterprise Storage
5 1 (1.41%) Linux Command Line
5 1 (1.41%) PKI
5 1 (1.41%) Robotics
5 1 (1.41%) Virtual Team
Operating Systems
1 18 (25.35%) Windows
2 12 (16.90%) Unix
3 10 (14.08%) Linux
4 9 (12.68%) Mac OS
5 7 (9.86%) CentOS
5 7 (9.86%) Red Hat Enterprise Linux
6 1 (1.41%) AIX
6 1 (1.41%) Windows Server
Processes & Methodologies
1 45 (63.38%) Agile Software Development
2 20 (28.17%) Coaching
3 15 (21.13%) Software Engineering
4 12 (16.90%) Open Source
4 12 (16.90%) SOA
5 11 (15.49%) DevOps
5 11 (15.49%) Test Automation
6 10 (14.08%) Continuous Integration
6 10 (14.08%) MapReduce
7 9 (12.68%) Domain-Driven Design
7 9 (12.68%) Scrum
8 8 (11.27%) Visualisation
9 7 (9.86%) Data Visualisation
9 7 (9.86%) ITIL
9 7 (9.86%) Service Management
10 6 (8.45%) Statistics
11 5 (7.04%) Data Analysis
12 4 (5.63%) Analytics
12 4 (5.63%) Machine Learning
13 3 (4.23%) Predictive Modelling
Programming Languages
1 51 (71.83%) Java
2 35 (49.30%) Python
3 28 (39.44%) Ruby
4 16 (22.54%) R
4 16 (22.54%) SQL
5 15 (21.13%) JavaScript
6 11 (15.49%) Go
6 11 (15.49%) Scala
7 10 (14.08%) C++
8 9 (12.68%) C#
9 7 (9.86%) Bash Shell
9 7 (9.86%) Perl
10 1 (1.41%) Shell Script
Qualifications
1 11 (15.49%) Degree
2 9 (12.68%) Computer Science Degree
3 7 (9.86%) Security Cleared
4 1 (1.41%) SC Cleared
System Software
1 9 (12.68%) Docker
2 7 (9.86%) vCloud
2 7 (9.86%) VMware Infrastructure
2 7 (9.86%) vSphere
3 2 (2.82%) Active Directory
4 1 (1.41%) Apache ZooKeeper
4 1 (1.41%) HDFS
4 1 (1.41%) ProxySG
Systems Management
1 9 (12.68%) Opscode Chef
2 2 (2.82%) Hadoop YARN
2 2 (2.82%) Oracle RMAN
2 2 (2.82%) Oracle ZFS
3 1 (1.41%) Oracle Enterprise Manager
Vendors
1 9 (12.68%) Oracle
2 8 (11.27%) Cisco
3 7 (9.86%) VMware
4 3 (4.23%) Cloudera
5 2 (2.82%) Actian
5 2 (2.82%) Microsoft
6 1 (1.41%) Blue Coat
6 1 (1.41%) Google
6 1 (1.41%) Informatica
6 1 (1.41%) Netezza
6 1 (1.41%) Splunk