The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 65 74 78
Rank change year-on-year
+9 +4
Permanent jobs citing Data Analysis 21 5 9
As % of all permanent IT jobs located in Southampton 2.93% 0.70% 1.05%
As % of the Processes & Methodologies category 3.54% 0.85% 1.23%
Number of salaries quoted 18 5 7
Median salary £41,250 £32,500 £37,500
Median salary % change year-on-year
+26.92% -13.33%
90% offered a salary of more than £18,350 £29,500 £25,700
10% offered a salary of more than £45,000 £35,500 £57,500
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
Data Analysis
Hampshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Southampton region.

Processes & Methodologies Category
Southampton
Permanent IT job ads with a match in the
Processes & Methodologies category
593 591 732
As % of all permanent IT jobs located in Southampton 82.71% 83.24% 85.31%
Number of salaries quoted 568 495 645
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £55,000 £57,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the Southampton region.

Data Analysis Salary Trend in Southampton

Data Analysis
Salary Histogram in Southampton

This chart provides a salary histogram for IT jobs citing Data Analysis across the Southampton region over the 3 months to 30 July 2016.

Data Analysis Salary Histogram in Southampton

Data Analysis
Top 30 Related IT Skills in Southampton

For the 6 months to 30 July 2016, 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 24 (77.42%) SQL
2 22 (70.97%) SQL Server
3 18 (58.06%) Computer Science
4 17 (54.84%) MS Excel
5 16 (51.61%) Degree
6 15 (48.39%) Microsoft
7 13 (41.94%) MS Access
8 12 (38.71%) Data Warehouse
8 12 (38.71%) T-SQL
8 12 (38.71%) Data Management
8 12 (38.71%) Software Engineering
8 12 (38.71%) Enterprise Software
9 11 (35.48%) Database Security
9 11 (35.48%) Reverse Engineering
9 11 (35.48%) OLTP
9 11 (35.48%) OLAP
10 8 (25.81%) C#
10 8 (25.81%) Retail
10 8 (25.81%) Analytical Skills
11 7 (22.58%) Finance
12 5 (16.13%) SQL Server Reporting Services
12 5 (16.13%) Data Mining
12 5 (16.13%) .NET
12 5 (16.13%) Python
13 4 (12.90%) SAP
13 4 (12.90%) CRM
13 4 (12.90%) Java
13 4 (12.90%) Crystal Reports
13 4 (12.90%) SAP Business One
13 4 (12.90%) Mathematics

Data Analysis
Top Related 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 1 (3.23%) SAS
Applications
1 17 (54.84%) MS Excel
Business Applications
1 4 (12.90%) SAP Business One
2 2 (6.45%) Dynamics CRM
2 2 (6.45%) Tesseract
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Microsoft Azure
Communications & Networking
1 2 (6.45%) Network Security
Database & Business Intelligence
1 22 (70.97%) SQL Server
2 13 (41.94%) MS Access
3 12 (38.71%) Data Warehouse
4 11 (35.48%) OLAP
4 11 (35.48%) OLTP
5 5 (16.13%) Data Mining
5 5 (16.13%) SQL Server Reporting Services
6 4 (12.90%) Crystal Reports
6 4 (12.90%) PowerPivot
7 1 (3.23%) Big Data
7 1 (3.23%) Hadoop
7 1 (3.23%) Power BI
7 1 (3.23%) SQL Server Analysis Services
7 1 (3.23%) SQL Server Integration Services
Development Applications
1 3 (9.68%) Git (software)
2 1 (3.23%) Subversion
2 1 (3.23%) Team Foundation Server
2 1 (3.23%) Visual Studio
General
1 8 (25.81%) Retail
2 7 (22.58%) Finance
3 3 (9.68%) Aerospace
3 3 (9.68%) Automotive
Job Titles
1 16 (51.61%) Analyst
2 14 (45.16%) Data Analyst
3 13 (41.94%) Developer
4 8 (25.81%) SQL Developer
5 6 (19.35%) Excel Analyst
5 6 (19.35%) SQL Analyst
5 6 (19.35%) SQL Data Analyst
6 5 (16.13%) SQL Server Developer
7 4 (12.90%) Data Warehouse Analyst
7 4 (12.90%) OLAP Analyst
7 4 (12.90%) OLAP Developer
7 4 (12.90%) Report Analyst
7 4 (12.90%) Senior Analyst
7 4 (12.90%) Senior Data Analyst
7 4 (12.90%) Senior Data Warehouse Analyst
7 4 (12.90%) Software Engineer
7 4 (12.90%) T-SQL Developer
8 3 (9.68%) .NET Software Engineer
8 3 (9.68%) Automation Engineer
8 3 (9.68%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 5 (16.13%) .NET
2 3 (9.68%) OpenGL
3 2 (6.45%) CSS
3 2 (6.45%) Dapper ORM
3 2 (6.45%) EJB
3 2 (6.45%) Entity Framework
3 2 (6.45%) Hibernate
3 2 (6.45%) jQuery
3 2 (6.45%) LINQ
3 2 (6.45%) LINQ to SQL
4 1 (3.23%) ASP.NET
4 1 (3.23%) ASP.NET MVC
4 1 (3.23%) MDX
Miscellaneous
1 18 (58.06%) Computer Science
2 12 (38.71%) Enterprise Software
3 8 (25.81%) Analytical Skills
4 4 (12.90%) Mathematics
5 3 (9.68%) Algorithms
5 3 (9.68%) Robotics
5 3 (9.68%) Visualisation
6 1 (3.23%) Cyber Attack
6 1 (3.23%) Grid Computing
6 1 (3.23%) Management Information System
6 1 (3.23%) Physics
6 1 (3.23%) Statistics
Operating Systems
1 2 (6.45%) Unix
Processes & Methodologies
1 12 (38.71%) Data Management
1 12 (38.71%) Software Engineering
2 11 (35.48%) Database Security
2 11 (35.48%) Reverse Engineering
3 4 (12.90%) CRM
4 3 (9.68%) Business Intelligence
4 3 (9.68%) Data Visualisation
4 3 (9.68%) Image Processing
5 2 (6.45%) Active Record
5 2 (6.45%) Agile Software Development
5 2 (6.45%) Cybersecurity
5 2 (6.45%) Data Modelling
5 2 (6.45%) Information Security
5 2 (6.45%) OO
5 2 (6.45%) Refactoring
5 2 (6.45%) TDD
6 1 (3.23%) MVC
6 1 (3.23%) Unit Testing
Programming Languages
1 24 (77.42%) SQL
2 12 (38.71%) T-SQL
3 8 (25.81%) C#
4 5 (16.13%) Python
5 4 (12.90%) Java
6 2 (6.45%) JavaScript
6 2 (6.45%) VBA
7 1 (3.23%) C
7 1 (3.23%) C++
7 1 (3.23%) Data Mining Extensions (DMX)
7 1 (3.23%) MATLAB
7 1 (3.23%) PowerShell
7 1 (3.23%) R
7 1 (3.23%) Ruby
7 1 (3.23%) Scala
7 1 (3.23%) VB.NET
Qualifications
1 16 (51.61%) Degree
2 1 (3.23%) PhD
2 1 (3.23%) Security Cleared
Vendors
1 15 (48.39%) Microsoft
2 4 (12.90%) SAP