Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East > Hampshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 119 141 144
Rank change year-on-year +22 +3 +82
Permanent jobs citing Big Data 162 138 140
As % of all permanent IT jobs advertised in Hampshire 2.52% 2.02% 1.96%
As % of the Database & Business Intelligence category 7.57% 6.21% 5.54%
Number of salaries quoted 140 135 131
Hampshire median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +11.11%
10th Percentile £33,750 £33,750 £33,500
90th Percentile £77,625 £90,500 £70,000
South East median annual salary £57,500 £53,500 £52,500
% change year-on-year +7.48% +1.90% +5.00%

Big Data 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 2139 2223 2525
As % of all permanent IT jobs advertised in Hampshire 33.32% 32.59% 35.31%
Number of salaries quoted 1889 2006 2206
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 £42,845
% change year-on-year - +5.03% +3.24%

Big Data
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Big Data in Hampshire

Big Data
Salary Trend in Hampshire

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

Salary trend for Big Data in Hampshire

Big Data
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Big Data in Hampshire over the 6 months to 21 November 2017.

Salary histogram for Big Data in Hampshire

Big Data
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Hampshire region over the 6 months to 21 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
Fareham +27 28 £42,500 -16.67% 1
Southampton -22 28 £42,500 - 3
Basingstoke +28 25 £57,500 -8.00% 1
Aldershot +22 19 £68,750 -11.29%
Farnborough +19 19 £40,000 -43.26%
Winchester - 11 £42,500 - 2
Portsmouth -43 5 £42,500 -5.56%
Eastleigh -8 3 £42,500 +13.33%
Romsey -8 1 - -
Wallington - 1 - -
Big Data
South East

For the 6 months to 21 November 2017, IT jobs citing Big Data 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 Big Data.

1 80 (49.38%) Agile Software Development
2 61 (37.65%) Java
3 59 (36.42%) Amazon AWS
4 55 (33.95%) Python
5 52 (32.10%) Linux
6 51 (31.48%) Continuous Integration
7 48 (29.63%) Hadoop
8 46 (28.40%) JavaScript
9 44 (27.16%) Apache Spark
10 42 (25.93%) Analytics
10 42 (25.93%) J2EE
11 39 (24.07%) SQL
12 38 (23.46%) Docker
13 37 (22.84%) Data Analysis
14 35 (21.60%) Software Engineering
14 35 (21.60%) Degree
15 34 (20.99%) Spring
16 33 (20.37%) CSS
17 32 (19.75%) HTML
17 32 (19.75%) TDD
17 32 (19.75%) Computer Science
18 30 (18.52%) Git (software)
18 30 (18.52%) Microservices
18 30 (18.52%) Windows
19 27 (16.67%) Node.js
19 27 (16.67%) Greenfield Project
20 26 (16.05%) Front End Development
20 26 (16.05%) Open Source
21 25 (15.43%) Web Services
22 24 (14.81%) Django

Big Data
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 44 (27.16%) Apache Spark
2 18 (11.11%) Elasticsearch
3 9 (5.56%) Cloud Foundry
4 7 (4.32%) OpenStack
5 3 (1.85%) Apache
6 2 (1.23%) GemFire
Applications
1 1 (0.62%) Microsoft Excel
Business Applications
1 9 (5.56%) Cognos Business Intelligence
1 9 (5.56%) SAP CO
1 9 (5.56%) SAP FI
1 9 (5.56%) SAP FI/CO
Cloud Services
1 59 (36.42%) Amazon AWS
2 21 (12.96%) Microsoft Azure
3 10 (6.17%) SaaS
4 9 (5.56%) Cloud Computing
5 8 (4.94%) PaaS
6 7 (4.32%) OpenShift
7 5 (3.09%) GitHub
Communications & Networking
1 2 (1.23%) Network Security
1 2 (1.23%) PSTN
1 2 (1.23%) Wi-Fi
2 1 (0.62%) 5G
2 1 (0.62%) BGP
2 1 (0.62%) Internet
2 1 (0.62%) IPsec
2 1 (0.62%) IPv4
2 1 (0.62%) IPv6
2 1 (0.62%) OSPF
2 1 (0.62%) SMS
Database & Business Intelligence
1 48 (29.63%) Hadoop
2 18 (11.11%) PostgreSQL
2 18 (11.11%) Redis
3 17 (10.49%) NoSQL
4 14 (8.64%) HBase
5 10 (6.17%) MySQL
6 9 (5.56%) Apache Cassandra
6 9 (5.56%) SAP BW
7 4 (2.47%) Relational Database
8 3 (1.85%) Data Mining
9 2 (1.23%) Apache Hive
9 2 (1.23%) SQL Server Reporting Services
10 1 (0.62%) Data Warehouse
10 1 (0.62%) MongoDB
10 1 (0.62%) Neo4j
10 1 (0.62%) Oracle Reports
10 1 (0.62%) SQL Server 2008
10 1 (0.62%) SQL Server 2012
10 1 (0.62%) SQL Server Analysis Services
10 1 (0.62%) SQL Server Integration Services
Development Applications
1 30 (18.52%) Git (software)
2 20 (12.35%) JIRA
3 16 (9.88%) JUnit
4 14 (8.64%) Eclipse
5 11 (6.79%) NUnit
5 11 (6.79%) SpecFlow
6 10 (6.17%) Subversion
7 9 (5.56%) Jenkins
8 6 (3.70%) Grunt
8 6 (3.70%) gulp
8 6 (3.70%) webpack
9 5 (3.09%) Gradle
10 4 (2.47%) Atlassian Bamboo
10 4 (2.47%) IntelliJ
10 4 (2.47%) Travis CI
11 2 (1.23%) SonarQube
12 1 (0.62%) Rational DOORS
General
1 10 (6.17%) Finance
2 5 (3.09%) Telecoms
3 4 (2.47%) Banking
4 3 (1.85%) Military
5 1 (0.62%) Games
5 1 (0.62%) Marketing
Job Titles
1 95 (58.64%) Developer
2 40 (24.69%) Java Developer
3 26 (16.05%) Senior Developer
4 24 (14.81%) Python Developer
5 20 (12.35%) JavaScript Developer
5 20 (12.35%) Software Developer
6 15 (9.26%) Data Scientist
7 14 (8.64%) DevOps Engineer
7 14 (8.64%) Senior Software Developer
8 13 (8.02%) Architect
8 13 (8.02%) AWS DevOps
8 13 (8.02%) AWS DevOps Engineer
8 13 (8.02%) AWS Engineer
9 11 (6.79%) Data Architect
9 11 (6.79%) Senior Java Developer
10 9 (5.56%) Big Data Architect
10 9 (5.56%) Java Architect
10 9 (5.56%) Senior JavaScript Developer
10 9 (5.56%) SOA Architect
10 9 (5.56%) Software Architect
Libraries, Frameworks & Software Standards
1 42 (25.93%) J2EE
2 34 (20.99%) Spring
3 33 (20.37%) CSS
4 32 (19.75%) HTML
5 27 (16.67%) Node.js
6 25 (15.43%) Web Services
7 24 (14.81%) Django
8 22 (13.58%) AngularJS
9 21 (12.96%) jQuery
10 14 (8.64%) React
11 12 (7.41%) Kafka
11 12 (7.41%) RabbitMQ
12 11 (6.79%) .NET
12 11 (6.79%) .NET Framework
12 11 (6.79%) ASP.NET
12 11 (6.79%) ASP.NET MVC
12 11 (6.79%) XML
13 10 (6.17%) SWT
14 9 (5.56%) Middleware
15 8 (4.94%) JSON
Miscellaneous
1 32 (19.75%) Computer Science
2 27 (16.67%) Greenfield Project
3 11 (6.79%) Algorithms
4 9 (5.56%) Mobile App
5 7 (4.32%) Cloud Native
6 6 (3.70%) Analytical Skills
6 6 (3.70%) Fintech
7 5 (3.09%) Linux Command Line
7 5 (3.09%) Public Cloud
7 5 (3.09%) User Experience
8 3 (1.85%) Virtual Team
9 2 (1.23%) Management Information System
10 1 (0.62%) CESG
10 1 (0.62%) Credit Risk
Operating Systems
1 52 (32.10%) Linux
2 30 (18.52%) Windows
3 16 (9.88%) Unix
4 10 (6.17%) Mac OS
5 7 (4.32%) CentOS
Processes & Methodologies
1 80 (49.38%) Agile Software Development
2 51 (31.48%) Continuous Integration
3 42 (25.93%) Analytics
4 37 (22.84%) Data Analysis
5 35 (21.60%) Software Engineering
6 32 (19.75%) TDD
7 30 (18.52%) Microservices
8 26 (16.05%) Front End Development
8 26 (16.05%) Open Source
9 24 (14.81%) Data Analytics
10 21 (12.96%) Big Data Analytics
11 20 (12.35%) DevOps
12 18 (11.11%) BDD
13 17 (10.49%) Responsive Web Design
13 17 (10.49%) Web Design
13 17 (10.49%) Workload Management
14 16 (9.88%) Business Intelligence
14 16 (9.88%) Data Visualisation
14 16 (9.88%) Visualisation
15 15 (9.26%) Scrum
Programming Languages
1 61 (37.65%) Java
2 55 (33.95%) Python
3 46 (28.40%) JavaScript
4 39 (24.07%) SQL
5 21 (12.96%) C#
6 18 (11.11%) Go
7 17 (10.49%) C++
8 10 (6.17%) Ruby
9 7 (4.32%) R
10 6 (3.70%) C
10 6 (3.70%) Shell Script
11 5 (3.09%) ES6
12 2 (1.23%) PowerShell
13 1 (0.62%) Bash Shell
13 1 (0.62%) Julia
13 1 (0.62%) MATLAB
Qualifications
1 35 (21.60%) Degree
2 23 (14.20%) SC Cleared
2 23 (14.20%) Security Cleared
3 21 (12.96%) Computer Science Degree
4 9 (5.56%) Master's Degree
5 6 (3.70%) PhD
6 2 (1.23%) DV Cleared
7 1 (0.62%) CESG Certified Professional
7 1 (0.62%) MCSA
7 1 (0.62%) MCSE
7 1 (0.62%) Microsoft Certification
Quality Assurance & Compliance
1 4 (2.47%) QA
System Software
1 38 (23.46%) Docker
2 3 (1.85%) HDFS
3 1 (0.62%) Apache ZooKeeper
Systems Management
1 16 (9.88%) Opscode Chef
2 8 (4.94%) Ansible
3 7 (4.32%) Puppet
4 1 (0.62%) Hadoop YARN
4 1 (0.62%) Marathon
4 1 (0.62%) Terraform
Vendors
1 9 (5.56%) Cognos
1 9 (5.56%) SAP
2 7 (4.32%) Red Hat
2 7 (4.32%) SaltStack
3 1 (0.62%) Microsoft
3 1 (0.62%) Oracle
3 1 (0.62%) Splunk