Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire > Southampton
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 96 82 114
Rank change year-on-year -14 +32 -12
Permanent jobs citing Data Analysis 19 30 12
As % of all permanent IT jobs advertised in Southampton 1.34% 2.26% 0.88%
As % of the Processes & Methodologies category 1.55% 2.65% 1.03%
Number of salaries quoted 28 20 6
Southampton median annual salary £42,500 £40,000 £32,500
Median salary % change year-on-year +6.25% +23.08% -
10th Percentile £31,175 £17,725 £21,250
90th Percentile £49,750 £46,250 £39,500
Hampshire median annual salary £42,500 £39,500 £32,500
% change year-on-year +7.59% +21.54% -22.62%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Southampton
Permanent vacancies with a requirement for process or methodology skills 1229 1130 1161
As % of all permanent IT jobs advertised in Southampton 86.43% 85.03% 84.87%
Number of salaries quoted 1123 1013 1041
Southampton median annual salary £38,750 £42,500 £42,500
Median salary % change year-on-year -8.82% - +13.33%
10th Percentile £26,050 £25,000 £25,000
90th Percentile £60,000 £60,000 £62,500
Hampshire median annual salary £42,500 £41,000 £42,500
% change year-on-year +3.66% -3.53% +1.19%

Data Analysis
Job Vacancy Trend in Southampton

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

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 6 months to 20 November 2017.

Salary histogram for Data Analysis in Southampton

For the 6 months to 20 November 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 10 (52.63%) Python
2 8 (42.11%) Big Data
3 7 (36.84%) Mathematics
3 7 (36.84%) Physics
3 7 (36.84%) C++
3 7 (36.84%) Java
3 7 (36.84%) SQL
3 7 (36.84%) PhD
3 7 (36.84%) Mathematical Modelling
4 6 (31.58%) Customer Requirements
4 6 (31.58%) Agile Software Development
5 5 (26.32%) Algorithms
5 5 (26.32%) Machine Learning
6 4 (21.05%) Project Management
6 4 (21.05%) Migration
6 4 (21.05%) Microsoft
6 4 (21.05%) Analytical Skills
6 4 (21.05%) Data Migration
7 3 (15.79%) Git (software)
7 3 (15.79%) Microsoft Azure
7 3 (15.79%) Amazon AWS
7 3 (15.79%) Apache Spark
7 3 (15.79%) Jenkins
7 3 (15.79%) TDD
7 3 (15.79%) Software Testing
7 3 (15.79%) Dynamics NAV
7 3 (15.79%) Django
7 3 (15.79%) Atlassian Bamboo
7 3 (15.79%) Continuous Integration
7 3 (15.79%) Microsoft Certification

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:

Application Platforms
1 3 (15.79%) Apache Spark
1 3 (15.79%) SharePoint
2 1 (5.26%) SAS
Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 3 (15.79%) Dynamics NAV
Cloud Services
1 3 (15.79%) Amazon AWS
1 3 (15.79%) Microsoft Azure
Database & Business Intelligence
1 8 (42.11%) Big Data
2 2 (10.53%) Data Warehouse
3 1 (5.26%) QlikView
3 1 (5.26%) SQL Server
3 1 (5.26%) SQL Server Analysis Services
3 1 (5.26%) SQL Server Integration Services
3 1 (5.26%) SQL Server Reporting Services
Development Applications
1 3 (15.79%) Atlassian Bamboo
1 3 (15.79%) Git (software)
1 3 (15.79%) Jenkins
1 3 (15.79%) Travis CI
General
1 1 (5.26%) Finance
1 1 (5.26%) Manufacturing
Job Titles
1 7 (36.84%) Data Scientist
2 5 (26.32%) Analyst
3 4 (21.05%) Developer
4 3 (15.79%) Business Analyst
4 3 (15.79%) Consultant
4 3 (15.79%) Dynamics NAV Consultant
4 3 (15.79%) Python Developer
5 2 (10.53%) Business IT Analyst
5 2 (10.53%) Business Transformation Analyst
5 2 (10.53%) Business Transformation Business Analyst
5 2 (10.53%) Data Analyst
5 2 (10.53%) Graduate
5 2 (10.53%) IT Analyst
5 2 (10.53%) IT Business Analyst
5 2 (10.53%) Junior
5 2 (10.53%) Junior Data Scientist
5 2 (10.53%) Public Sector Business Analyst
5 2 (10.53%) Transformation Analyst
6 1 (5.26%) SQL Data Analyst
6 1 (5.26%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 3 (15.79%) Django
2 1 (5.26%) MDX
Miscellaneous
1 5 (26.32%) Algorithms
2 4 (21.05%) Analytical Skills
3 2 (10.53%) Computer Science
Processes & Methodologies
1 7 (36.84%) Mathematical Modelling
1 7 (36.84%) Mathematics
1 7 (36.84%) Physics
2 6 (31.58%) Agile Software Development
2 6 (31.58%) Customer Requirements
3 5 (26.32%) Machine Learning
4 4 (21.05%) Data Migration
4 4 (21.05%) Migration
4 4 (21.05%) Project Management
5 3 (15.79%) Continuous Integration
5 3 (15.79%) CRM
5 3 (15.79%) E-Commerce
5 3 (15.79%) GAP Analysis
5 3 (15.79%) Scrum
5 3 (15.79%) Software Delivery
5 3 (15.79%) Software Testing
5 3 (15.79%) TDD
6 2 (10.53%) Analytics
6 2 (10.53%) Business Transformation
6 2 (10.53%) Software Engineering
Programming Languages
1 10 (52.63%) Python
2 7 (36.84%) C++
2 7 (36.84%) Java
2 7 (36.84%) SQL
3 2 (10.53%) MATLAB
3 2 (10.53%) R
4 1 (5.26%) PL/SQL
4 1 (5.26%) T-SQL
Qualifications
1 7 (36.84%) PhD
2 3 (15.79%) Microsoft Certification
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
Vendors
1 4 (21.05%) Microsoft
2 2 (10.53%) Salesforce.com