Period
to 15 August 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 15 August 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
15 Aug 2018
Same period 2017 Same period 2016
Rank 40 24 35
Rank change year-on-year -16 +11 -5
Contract jobs citing Analytical Skills 25 21 20
As % of all contract IT jobs advertised in Southampton 4.84% 4.55% 4.10%
As % of the Miscellaneous category 14.04% 16.67% 16.95%
Number of daily rates quoted 17 19 11
Southampton median daily rate £438 £375 £438
Median daily rate % change year-on-year +16.67% -14.29% +20.27%
10th Percentile £351 £140 £263
90th Percentile £571 £538 £625
Hampshire median daily rate £423 £400 £375
% change year-on-year +5.84% +6.67% +4.17%
Number of hourly rates quoted 1 0 0
Southampton median hourly rate £18.00 - -
Hampshire median hourly rate £15.75 £40.00 £29.25
% change year-on-year -60.63% +36.75% +100.34%

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 178 126 118
As % of all contract IT jobs advertised in Southampton 34.50% 27.27% 24.18%
Number of daily rates quoted 117 79 79
Southampton median daily rate £500 £423 £400
Median daily rate % change year-on-year +18.34% +5.63% +10.34%
10th Percentile £313 £131 £302
90th Percentile £538 £575 £588
Hampshire median daily rate £425 £400 £380
% change year-on-year +6.25% +5.26% -
Number of hourly rates quoted 13 8 5
Southampton median hourly rate £20.00 £14.58 £15.75
Median hourly rate % change year-on-year +37.22% -7.46% -35.38%
10th Percentile £12.23 £11.60 £14.85
90th Percentile £46.65 £17.45 £36.00
Hampshire median hourly rate £35.00 £32.50 £40.00
% change year-on-year +7.69% -18.75% +75.21%

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 15 August 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 15 August 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 9 (36.00%) Problem-Solving
2 7 (28.00%) Quality Management
2 7 (28.00%) LIMS
2 7 (28.00%) Pharmaceutical
2 7 (28.00%) Validation
2 7 (28.00%) SharePoint
2 7 (28.00%) GxP
2 7 (28.00%) Data Management
2 7 (28.00%) Content Management
2 7 (28.00%) Document Management
2 7 (28.00%) Life Science
2 7 (28.00%) CAPA
2 7 (28.00%) Clinical Data Management
3 6 (24.00%) SaaS
3 6 (24.00%) PaaS
3 6 (24.00%) Agile Software Development
3 6 (24.00%) Business Intelligence
3 6 (24.00%) PRINCE2
3 6 (24.00%) Migration
3 6 (24.00%) Stakeholder Management
3 6 (24.00%) Project Management
3 6 (24.00%) CAD
3 6 (24.00%) QMS
3 6 (24.00%) Analytics
4 5 (20.00%) Analytical Thinking
4 5 (20.00%) SQL
4 5 (20.00%) SQL Server
4 5 (20.00%) Retail
5 4 (16.00%) Finance
5 4 (16.00%) Manufacturing

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 7 (28.00%) SharePoint
2 4 (16.00%) SAS
Applications
1 3 (12.00%) SOLIDWORKS
2 1 (4.00%) Spreadsheet
Business Applications
1 3 (12.00%) Oracle Financials
Cloud Services
1 6 (24.00%) PaaS
1 6 (24.00%) SaaS
2 2 (8.00%) Microsoft Azure
3 1 (4.00%) Azure Data Factory
3 1 (4.00%) Cortana Intelligence Suite
Database & Business Intelligence
1 5 (20.00%) SQL Server
2 4 (16.00%) Big Data
2 4 (16.00%) Data Warehouse
2 4 (16.00%) SQL Server Integration Services
3 3 (12.00%) SQL Server 2014
4 2 (8.00%) SQL Server Analysis Services
5 1 (4.00%) Data Lake
5 1 (4.00%) Hadoop
5 1 (4.00%) HDInsight
5 1 (4.00%) Microsoft Analysis Services
5 1 (4.00%) OLAP
5 1 (4.00%) Oracle Reports
5 1 (4.00%) Power BI
5 1 (4.00%) SQL Server 2016
Development Applications
1 1 (4.00%) MSTest
1 1 (4.00%) NUnit
1 1 (4.00%) Selenium
1 1 (4.00%) SpecFlow
1 1 (4.00%) Visual Studio Team System
General
1 7 (28.00%) Pharmaceutical
2 5 (20.00%) Retail
3 4 (16.00%) Finance
3 4 (16.00%) Manufacturing
4 2 (8.00%) Advertising
5 1 (4.00%) Electronics
5 1 (4.00%) Marketing
5 1 (4.00%) Telecoms
Job Titles
1 9 (36.00%) Analyst
2 6 (24.00%) Business Analyst
3 4 (16.00%) Developer
3 4 (16.00%) IT Manager
3 4 (16.00%) IT Project Manager
3 4 (16.00%) Project Manager
4 3 (12.00%) Data Business Analyst
4 3 (12.00%) IT Analyst
4 3 (12.00%) SQL Developer
4 3 (12.00%) SSIS Developer
5 2 (8.00%) Business Intelligence Analyst
5 2 (8.00%) Business Intelligence Business Analyst
5 2 (8.00%) Data Warehouse Developer
5 2 (8.00%) T-SQL Developer
5 2 (8.00%) Web Specialist
6 1 (4.00%) Business Data Analyst
6 1 (4.00%) Six Sigma Consultant
6 1 (4.00%) SQL Server Data Warehouse Developer
6 1 (4.00%) Technical Business Analyst
6 1 (4.00%) Test Leader
Libraries, Frameworks & Software Standards
1 1 (4.00%) .NET
1 1 (4.00%) .NET Core
1 1 (4.00%) CSS
1 1 (4.00%) CSS3
1 1 (4.00%) GraphQL
1 1 (4.00%) Hibernate
1 1 (4.00%) HTML
1 1 (4.00%) HTML5
1 1 (4.00%) Jest
1 1 (4.00%) JSON
1 1 (4.00%) Node.js
1 1 (4.00%) React
1 1 (4.00%) REST
1 1 (4.00%) Spring
1 1 (4.00%) Spring Boot
Miscellaneous
1 7 (28.00%) Life Science
1 7 (28.00%) LIMS
2 2 (8.00%) FMCG
2 2 (8.00%) Social Media
3 1 (4.00%) Greenfield Project
3 1 (4.00%) Hybrid Cloud
3 1 (4.00%) Management Information System
3 1 (4.00%) Virtual Team
Processes & Methodologies
1 9 (36.00%) Problem-Solving
2 7 (28.00%) CAPA
2 7 (28.00%) Clinical Data Management
2 7 (28.00%) Content Management
2 7 (28.00%) Data Management
2 7 (28.00%) Document Management
2 7 (28.00%) Quality Management
2 7 (28.00%) Validation
3 6 (24.00%) Agile Software Development
3 6 (24.00%) Analytics
3 6 (24.00%) Business Intelligence
3 6 (24.00%) CAD
3 6 (24.00%) Migration
3 6 (24.00%) PRINCE2
3 6 (24.00%) Project Management
3 6 (24.00%) QMS
3 6 (24.00%) Stakeholder Management
4 5 (20.00%) Analytical Thinking
5 4 (16.00%) ETL
5 4 (16.00%) ITIL
Programming Languages
1 5 (20.00%) SQL
2 2 (8.00%) JavaScript
2 2 (8.00%) T-SQL
3 1 (4.00%) Java
3 1 (4.00%) PowerShell
3 1 (4.00%) Python
3 1 (4.00%) R
3 1 (4.00%) TypeScript
Qualifications
1 4 (16.00%) PRINCE2 Practitioner
2 2 (8.00%) Degree
3 1 (4.00%) MCSA
3 1 (4.00%) MCSE
3 1 (4.00%) Microsoft Certification
Quality Assurance & Compliance
1 7 (28.00%) GxP
2 3 (12.00%) 21 CFR Part 11
2 3 (12.00%) GCP
2 3 (12.00%) GLP
2 3 (12.00%) GMP
System Software
1 1 (4.00%) Docker
1 1 (4.00%) Hyper-V
1 1 (4.00%) Virtual Machines
Systems Management
1 1 (4.00%) Failover Clustering
1 1 (4.00%) Kubernetes
1 1 (4.00%) SCVMM
Vendors
1 4 (16.00%) Oracle
1 4 (16.00%) Tableau
2 2 (8.00%) Microsoft
2 2 (8.00%) SAP
3 1 (4.00%) JDA
3 1 (4.00%) MapR