The following table provides summary statistics for permanent job vacancies advertised in Southampton with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire / Southampton
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 60 82 66
Rank change year-on-year +22 -16  
Permanent jobs citing Data Analysis 10 8 28
As % of all permanent IT jobs advertised in Southampton 1.62% 1.00% 2.92%
As % of the Processes & Methodologies category 1.83% 1.23% 3.40%
Number of salaries quoted 10 8 23
Median salary £45,000 £44,500 £67,500
Median salary % change year-on-year +1.12% -34.07%  
90% offered a salary of more than £28,900 £33,500 £32,500
10% offered a salary of more than £62,750 £46,500 £72,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Southampton with a requirement for process and methodology skills.

Process & Methodology Skills
Southampton
Permanent job vacancies with a requirement for process and methodology skills 545 652 823
As % of all permanent IT job vacancies advertised in Southampton 88.19% 81.20% 85.82%
Number of salaries quoted 500 618 633
Median salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% -  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £72,500 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Southampton

The job posting trend of jobs advertised in Southampton citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Southampton

Data Analysis
Salary Trend in Southampton

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

Salary trend for Data Analysis in Southampton

Data Analysis
Salary Histogram in Southampton

The salary distribution of IT jobs citing Data Analysis in Southampton over the 3 months to 28 March 2017.

Salary histogram for Data Analysis in Southampton

For the 6 months to 28 March 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 13 (46.43%) Degree
2 12 (42.86%) Mathematics
2 12 (42.86%) Java
3 11 (39.29%) PhD
3 11 (39.29%) C++
3 11 (39.29%) Physics
4 10 (35.71%) Software Engineering
4 10 (35.71%) Web Analytics
4 10 (35.71%) Google
4 10 (35.71%) Pay per click
4 10 (35.71%) Marketing
4 10 (35.71%) Google Analytics
4 10 (35.71%) Email Marketing
4 10 (35.71%) Display Advertising
4 10 (35.71%) Digital Marketing
4 10 (35.71%) Social Media
4 10 (35.71%) Digital Media
4 10 (35.71%) Analytics
4 10 (35.71%) AdWords
4 10 (35.71%) Lead Generation
4 10 (35.71%) Mathematical Modelling
4 10 (35.71%) SEO
4 10 (35.71%) Advertising
4 10 (35.71%) E-Commerce
4 10 (35.71%) Python
5 9 (32.14%) Computer Science
6 7 (25.00%) MATLAB
7 6 (21.43%) R
8 5 (17.86%) Big Data
8 5 (17.86%) Algorithms

Data Analysis
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:

Applications
1 3 (10.71%) MS Excel
Cloud Services
1 10 (35.71%) AdWords
1 10 (35.71%) Google Analytics
2 1 (3.57%) Amazon AWS
2 1 (3.57%) Microsoft Azure
Database & Business Intelligence
1 5 (17.86%) Big Data
2 3 (10.71%) MS Access
2 3 (10.71%) SQL Server
3 1 (3.57%) Hadoop
Development Applications
1 1 (3.57%) Visual Studio
General
1 10 (35.71%) Advertising
1 10 (35.71%) Marketing
2 1 (3.57%) Aerospace
2 1 (3.57%) Automotive
Job Titles
1 10 (35.71%) Data Scientist
1 10 (35.71%) Marketing Executive
1 10 (35.71%) PPC Executive
1 10 (35.71%) Search Marketing Executive
1 10 (35.71%) Senior Marketing Executive
2 3 (10.71%) Analyst
2 3 (10.71%) Data Analyst
2 3 (10.71%) Excel Analyst
2 3 (10.71%) Graduate
2 3 (10.71%) Junior
2 3 (10.71%) Junior Data Scientist
3 2 (7.14%) Consultant
3 2 (7.14%) Software Consultant
3 2 (7.14%) Software Engineer
4 1 (3.57%) C# Software Engineer
4 1 (3.57%) Implementation Consultant
4 1 (3.57%) Project Manager
4 1 (3.57%) Software Implementation Consultant
4 1 (3.57%) Technical Consultant
Libraries, Frameworks & Software Standards
1 2 (7.14%) .NET
2 1 (3.57%) ASP.NET
2 1 (3.57%) ASP.NET MVC
2 1 (3.57%) OpenGL
Miscellaneous
1 10 (35.71%) Digital Media
1 10 (35.71%) Social Media
2 9 (32.14%) Computer Science
3 5 (17.86%) Algorithms
4 3 (10.71%) Analytical Skills
5 1 (3.57%) Grid Computing
5 1 (3.57%) Robotics
Operating Systems
1 3 (10.71%) Linux
1 3 (10.71%) Windows
Processes & Methodologies
1 12 (42.86%) Mathematics
2 11 (39.29%) Physics
3 10 (35.71%) Analytics
3 10 (35.71%) Digital Marketing
3 10 (35.71%) Display Advertising
3 10 (35.71%) E-Commerce
3 10 (35.71%) Email Marketing
3 10 (35.71%) Lead Generation
3 10 (35.71%) Mathematical Modelling
3 10 (35.71%) Pay per click
3 10 (35.71%) SEO
3 10 (35.71%) Software Engineering
3 10 (35.71%) Web Analytics
4 4 (14.29%) Machine Learning
5 3 (10.71%) Presales
6 2 (7.14%) Project Management
7 1 (3.57%) 3D Visualisation
7 1 (3.57%) Data Visualisation
7 1 (3.57%) Migration
7 1 (3.57%) MVC
Programming Languages
1 12 (42.86%) Java
2 11 (39.29%) C++
3 10 (35.71%) Python
4 7 (25.00%) MATLAB
5 6 (21.43%) R
6 4 (14.29%) SQL
7 2 (7.14%) C
7 2 (7.14%) C#
7 2 (7.14%) VBA
Qualifications
1 13 (46.43%) Degree
2 11 (39.29%) PhD
Vendors
1 10 (35.71%) Google
2 3 (10.71%) Microsoft
3 1 (3.57%) Oracle
Southampton
Spectrum IT
Salary: £50000 - £75000 per annum
Posted: 12 days ago