Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Southampton 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Southampton
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 85 66 91
Rank change year-on-year -19 +25 +11
Permanent jobs citing Big Data 49 45 30
As % of all permanent IT jobs advertised in Southampton 2.84% 3.64% 2.16%
As % of the Database & Business Intelligence category 7.26% 13.04% 6.37%
Number of salaries quoted 42 47 29
Southampton median annual salary £42,500 £37,500 £45,000
Median salary % change year-on-year +13.33% -16.67% +28.57%
10th Percentile £27,500 £32,500 £38,750
90th Percentile £55,000 £61,250 £52,500
Hampshire median annual salary £45,000 £50,000 £50,000
% change year-on-year -10.00% - +29.87%

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 Southampton with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Southampton
Permanent vacancies with a requirement for database or business intelligence skills 675 345 471
As % of all permanent IT jobs advertised in Southampton 39.09% 27.89% 33.84%
Number of salaries quoted 619 331 434
Southampton median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £26,750 £26,250 £26,250
90th Percentile £57,500 £60,000 £56,175
Hampshire median annual salary £40,000 £40,000 £41,674
% change year-on-year - -4.02% +6.86%

Big Data
Job Vacancy Trend in Southampton

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

Job vacancy trend for Big Data in Southampton

Big Data
Salary Trend in Southampton

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

Salary trend for Big Data in Southampton

Big Data
Salary Histogram in Southampton

The salary distribution of IT jobs citing Big Data in Southampton over the 6 months to 16 January 2018.

Salary histogram for Big Data in Southampton

For the 6 months to 16 January 2018, 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 Southampton region with a requirement for Big Data.

1 40 (81.63%) Java
2 31 (63.27%) Degree
3 29 (59.18%) Computer Science
3 29 (59.18%) Software Engineering
4 28 (57.14%) C++
4 28 (57.14%) AngularJS
5 24 (48.98%) Hadoop
5 24 (48.98%) J2EE
6 18 (36.73%) XML
7 17 (34.69%) JUnit
7 17 (34.69%) Unix
7 17 (34.69%) Windows
7 17 (34.69%) Eclipse
7 17 (34.69%) Subversion
7 17 (34.69%) Mac OS
7 17 (34.69%) SWT
7 17 (34.69%) Computer Science Degree
8 16 (32.65%) Mathematics
8 16 (32.65%) JavaScript
9 14 (28.57%) Python
10 13 (26.53%) Data Analysis
11 11 (22.45%) HTML
12 10 (20.41%) CSS
12 10 (20.41%) PhD
12 10 (20.41%) Physics
12 10 (20.41%) Mathematical Modelling
12 10 (20.41%) Algorithms
12 10 (20.41%) Machine Learning
13 9 (18.37%) Microsoft Azure
13 9 (18.37%) SQL

Big Data
Co-occurring 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 3 (6.12%) Apache Spark
Cloud Services
1 9 (18.37%) Microsoft Azure
2 7 (14.29%) Amazon AWS
3 4 (8.16%) SaaS
Communications & Networking
1 1 (2.04%) PSTN
1 1 (2.04%) Wi-Fi
Database & Business Intelligence
1 24 (48.98%) Hadoop
2 6 (12.24%) MongoDB
2 6 (12.24%) SQL Server
3 1 (2.04%) NoSQL
Development Applications
1 17 (34.69%) Eclipse
1 17 (34.69%) JUnit
1 17 (34.69%) Subversion
2 4 (8.16%) Git (software)
3 3 (6.12%) Atlassian Bamboo
3 3 (6.12%) Jenkins
3 3 (6.12%) Travis CI
General
1 2 (4.08%) Military
Job Titles
1 37 (75.51%) Developer
2 24 (48.98%) Java Developer
3 17 (34.69%) Senior Developer
3 17 (34.69%) Senior Java Developer
4 12 (24.49%) Graduate
4 12 (24.49%) Graduate Developer
4 12 (24.49%) Junior
4 12 (24.49%) Junior Developer
5 10 (20.41%) Data Scientist
6 6 (12.24%) Graduate Java Developer
6 6 (12.24%) Graduate Web Developer
6 6 (12.24%) Junior Java Developer
6 6 (12.24%) Junior Web Developer
6 6 (12.24%) Web Developer
7 4 (8.16%) Angular Developer
7 4 (8.16%) AWS Developer
7 4 (8.16%) Front End Developer (Client-Side Developer)
7 4 (8.16%) JavaScript Developer
8 3 (6.12%) Python Developer
9 2 (4.08%) Architect
Libraries, Frameworks & Software Standards
1 28 (57.14%) AngularJS
2 24 (48.98%) J2EE
3 18 (36.73%) XML
4 17 (34.69%) SWT
5 11 (22.45%) HTML
6 10 (20.41%) CSS
7 6 (12.24%) .NET
7 6 (12.24%) RESTful
7 6 (12.24%) Web Services
8 4 (8.16%) Node.js
8 4 (8.16%) React
9 3 (6.12%) Django
10 1 (2.04%) Angular 2
10 1 (2.04%) JSON
10 1 (2.04%) REST
Miscellaneous
1 29 (59.18%) Computer Science
2 10 (20.41%) Algorithms
3 1 (2.04%) CESG
3 1 (2.04%) Management Information System
Operating Systems
1 17 (34.69%) Mac OS
1 17 (34.69%) Unix
1 17 (34.69%) Windows
Processes & Methodologies
1 29 (59.18%) Software Engineering
2 16 (32.65%) Mathematics
3 13 (26.53%) Data Analysis
4 10 (20.41%) Machine Learning
4 10 (20.41%) Mathematical Modelling
4 10 (20.41%) Physics
5 7 (14.29%) Web Development
6 6 (12.24%) OO
7 4 (8.16%) Front End Development
8 3 (6.12%) Agile Software Development
8 3 (6.12%) Continuous Integration
8 3 (6.12%) Customer Requirements
8 3 (6.12%) TDD
9 2 (4.08%) MODAF
9 2 (4.08%) Stakeholder Engagement
9 2 (4.08%) Stakeholder Management
9 2 (4.08%) TOGAF
10 1 (2.04%) ArchiMate
10 1 (2.04%) Data Visualisation
10 1 (2.04%) DevOps
Programming Languages
1 40 (81.63%) Java
2 28 (57.14%) C++
3 16 (32.65%) JavaScript
4 14 (28.57%) Python
5 9 (18.37%) SQL
6 1 (2.04%) Ruby
Qualifications
1 31 (63.27%) Degree
2 17 (34.69%) Computer Science Degree
3 10 (20.41%) PhD
4 2 (4.08%) SC Cleared
4 2 (4.08%) Security Cleared
5 1 (2.04%) CESG Certified Professional
System Software
1 4 (8.16%) Docker