Period
to 23 October 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Southampton. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 23 October 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Skills
Hampshire > Southampton
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 37 37 31
Rank change year-on-year 0 -6 +8
Contract jobs citing Analytical Skills 30 11 18
As % of all contract IT jobs advertised in Southampton 5.52% 2.35% 3.71%
As % of the Miscellaneous category 15.54% 9.40% 12.59%
Number of daily rates quoted 23 7 12
Southampton median daily rate £400 £145 £431
Median daily rate % change year-on-year +175.86% -66.38% +25.00%
10th Percentile £279 £131 £229
90th Percentile £544 £435 £629
Hampshire median daily rate £400 £393 £375
% change year-on-year +1.91% +4.67% -
Number of hourly rates quoted 1 2 4
Southampton median hourly rate £18.00 £20.06 £14.00
Median hourly rate % change year-on-year -10.27% +43.29% +3.70%
Hampshire median hourly rate £33.14 £20.12 £23.50
% change year-on-year +64.71% -14.38% +60.96%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Southampton with a requirement for generic IT skills.

All Generic IT Skills
Southampton
Contract vacancies with a requirement for generic IT skills 193 117 143
As % of all contract IT jobs advertised in Southampton 35.54% 24.95% 29.48%
Number of daily rates quoted 139 62 93
Southampton median daily rate £513 £375 £400
Median daily rate % change year-on-year +36.67% -6.25% +14.29%
10th Percentile £313 £115 £285
90th Percentile £538 £575 £588
Hampshire median daily rate £450 £400 £375
% change year-on-year +12.50% +6.67% -3.23%
Number of hourly rates quoted 10 11 11
Southampton median hourly rate £14.48 £20.00 £14.00
Median hourly rate % change year-on-year -27.63% +42.86% -50.00%
10th Percentile £11.94 £11.60 £11.63
90th Percentile £43.80 £46.17 £22.50
Hampshire median hourly rate £35.00 £27.50 £36.75
% change year-on-year +27.27% -25.17% +53.13%

Analytical Skills
Job Vacancy Trend in Southampton

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Analytical Skills in Southampton

Analytical Skills
Contractor Daily Rate Trend in Southampton

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Southampton.

Contractor daily rate trend for Analytical Skills in Southampton

Analytical Skills
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing Analytical Skills in Southampton over the 6 months to 23 October 2018.

Contractor daily rate histogram for Analytical Skills in Southampton

Analytical Skills
Contractor Hourly Rate Trend in Southampton

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Southampton.

Contractor hourly rate trend for Analytical Skills in Southampton

For the 6 months to 23 October 2018, IT contractor jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Southampton region with a requirement for Analytical Skills.

1 11 (36.67%) Problem-Solving
2 9 (30.00%) SQL Server
3 8 (26.67%) SQL
4 7 (23.33%) Agile Software Development
5 6 (20.00%) Life Science
6 5 (16.67%) Software Engineering
6 5 (16.67%) SQL Server Integration Services
6 5 (16.67%) Stakeholder Management
6 5 (16.67%) JavaScript
6 5 (16.67%) Data Warehouse
6 5 (16.67%) 21 CFR Part 11
6 5 (16.67%) ETL
6 5 (16.67%) Business Intelligence
6 5 (16.67%) Analytics
7 4 (13.33%) Functional Testing
7 4 (13.33%) Kimball Methodology
7 4 (13.33%) SAS
7 4 (13.33%) GxP
7 4 (13.33%) Microsoft
7 4 (13.33%) SharePoint
7 4 (13.33%) Validation
7 4 (13.33%) Quality Management
7 4 (13.33%) MVC
7 4 (13.33%) CAD
7 4 (13.33%) LIMS
7 4 (13.33%) Pharmaceutical
7 4 (13.33%) Data Management
7 4 (13.33%) Content Management
7 4 (13.33%) Document Management
7 4 (13.33%) Data Analysis

Analytical Skills
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 4 (13.33%) SAS
1 4 (13.33%) SharePoint
Applications
1 3 (10.00%) SOLIDWORKS
2 2 (6.67%) Microsoft Office
3 1 (3.33%) Microsoft Excel
3 1 (3.33%) Spreadsheet
Business Applications
1 2 (6.67%) Oracle Financials
Cloud Services
1 4 (13.33%) Microsoft Azure
2 3 (10.00%) PaaS
2 3 (10.00%) SaaS
3 1 (3.33%) Azure Data Factory
3 1 (3.33%) Cortana Intelligence Suite
Database & Business Intelligence
1 9 (30.00%) SQL Server
2 5 (16.67%) Data Warehouse
2 5 (16.67%) SQL Server Integration Services
3 3 (10.00%) Big Data
4 2 (6.67%) Power BI
4 2 (6.67%) SQL Server 2014
5 1 (3.33%) Data Lake
5 1 (3.33%) HDInsight
5 1 (3.33%) SQL Server Analysis Services
Development Applications
1 3 (10.00%) MSTest
1 3 (10.00%) NUnit
1 3 (10.00%) Selenium
1 3 (10.00%) SpecFlow
1 3 (10.00%) Visual Studio Team System
2 2 (6.67%) JMeter
2 2 (6.67%) WebDriver
General
1 4 (13.33%) Pharmaceutical
2 3 (10.00%) Retail
3 2 (6.67%) Advertising
3 2 (6.67%) Finance
3 2 (6.67%) Manufacturing
3 2 (6.67%) Marketing
Job Titles
1 10 (33.33%) Analyst
2 8 (26.67%) Developer
3 4 (13.33%) Data Warehouse Developer
3 4 (13.33%) SQL Developer
3 4 (13.33%) SSIS Developer
4 3 (10.00%) Business Analyst
4 3 (10.00%) Data Business Analyst
4 3 (10.00%) ETL Developer
4 3 (10.00%) IT Analyst
5 2 (6.67%) Desktop Engineer
5 2 (6.67%) Desktop Support
5 2 (6.67%) Java Developer
5 2 (6.67%) Project Manager
5 2 (6.67%) Senior Developer
5 2 (6.67%) Senior Software Developer
5 2 (6.67%) Software Developer
5 2 (6.67%) SQL Server Developer
5 2 (6.67%) Systems Analyst
5 2 (6.67%) Test Analyst
5 2 (6.67%) Web Specialist
Libraries, Frameworks & Software Standards
1 3 (10.00%) .NET
1 3 (10.00%) React
2 2 (6.67%) Angular 2
2 2 (6.67%) CSS
2 2 (6.67%) CSS3
2 2 (6.67%) Hibernate
2 2 (6.67%) HTML
2 2 (6.67%) HTML5
2 2 (6.67%) Spring
2 2 (6.67%) Spring Boot
2 2 (6.67%) Web Services
3 1 (3.33%) .NET Core
3 1 (3.33%) GraphQL
3 1 (3.33%) Jest
3 1 (3.33%) JSON
3 1 (3.33%) Node.js
3 1 (3.33%) REST
Miscellaneous
1 6 (20.00%) Life Science
2 4 (13.33%) LIMS
3 2 (6.67%) Algorithms
3 2 (6.67%) FMCG
3 2 (6.67%) Greenfield Project
3 2 (6.67%) Social Media
3 2 (6.67%) Virtual Team
4 1 (3.33%) Analytical Mindset
4 1 (3.33%) Hybrid Cloud
4 1 (3.33%) Management Information System
Operating Systems
1 2 (6.67%) Windows
2 1 (3.33%) Windows 7
2 1 (3.33%) Windows XP
Processes & Methodologies
1 11 (36.67%) Problem-Solving
2 7 (23.33%) Agile Software Development
3 5 (16.67%) Analytics
3 5 (16.67%) Business Intelligence
3 5 (16.67%) ETL
3 5 (16.67%) Software Engineering
3 5 (16.67%) Stakeholder Management
4 4 (13.33%) CAD
4 4 (13.33%) CAPA
4 4 (13.33%) Clinical Data Management
4 4 (13.33%) Content Management
4 4 (13.33%) Data Analysis
4 4 (13.33%) Data Management
4 4 (13.33%) Document Management
4 4 (13.33%) Functional Testing
4 4 (13.33%) Kimball Methodology
4 4 (13.33%) MVC
4 4 (13.33%) QMS
4 4 (13.33%) Quality Management
4 4 (13.33%) Validation
Programming Languages
1 8 (26.67%) SQL
2 5 (16.67%) JavaScript
3 3 (10.00%) PowerShell
3 3 (10.00%) T-SQL
4 2 (6.67%) C#
4 2 (6.67%) Java
4 2 (6.67%) TypeScript
5 1 (3.33%) Python
5 1 (3.33%) R
5 1 (3.33%) VBA
Qualifications
1 3 (10.00%) Degree
2 1 (3.33%) PRINCE2 Practitioner
2 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 5 (16.67%) 21 CFR Part 11
2 4 (13.33%) GxP
3 3 (10.00%) GCP
3 3 (10.00%) GLP
3 3 (10.00%) GMP
System Software
1 2 (6.67%) Active Directory
1 2 (6.67%) Docker
2 1 (3.33%) Hyper-V
2 1 (3.33%) Virtual Machines
Systems Management
1 2 (6.67%) Kubernetes
2 1 (3.33%) Failover Clustering
2 1 (3.33%) SCVMM
Vendors
1 4 (13.33%) Microsoft
2 3 (10.00%) Oracle
2 3 (10.00%) Tableau
3 1 (3.33%) Alteryx
3 1 (3.33%) Google
3 1 (3.33%) SAP
3 1 (3.33%) ServiceNow