Period
to 16 January 2019

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 16 January 2019 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
16 Jan 2019
Same period 2018 Same period 2017
Rank 32 32 36
Rank change year-on-year 0 +4 -5
Contract jobs citing Analytical Skills 32 15 14
As % of all contract IT jobs advertised in Southampton 6.77% 3.23% 2.87%
As % of the Miscellaneous category 20.25% 12.71% 9.79%
Number of daily rates quoted 21 9 17
Southampton median daily rate £400 £350 £200
Median daily rate % change year-on-year +14.29% +75.00% -41.18%
10th Percentile £155 £263 £138
90th Percentile £444 £425 £605
Hampshire median daily rate £419 £400 £310
% change year-on-year +4.69% +29.03% -11.43%
Number of hourly rates quoted 0 3 4
Southampton median hourly rate - £20.00 £14.00
Median hourly rate % change year-on-year - +42.86% +3.70%
Hampshire median hourly rate £13.00 £20.00 £18.50
% change year-on-year -35.00% +8.11% +34.55%

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 158 118 143
As % of all contract IT jobs advertised in Southampton 33.40% 25.38% 29.36%
Number of daily rates quoted 114 69 86
Southampton median daily rate £500 £375 £400
Median daily rate % change year-on-year +33.33% -6.25% +11.11%
10th Percentile £260 £115 £213
90th Percentile £538 £571 £588
Hampshire median daily rate £438 £400 £400
% change year-on-year +9.38% - +3.23%
Number of hourly rates quoted 3 7 19
Southampton median hourly rate £15.00 £42.70 £13.00
Median hourly rate % change year-on-year -64.87% +228.46% -48.77%
10th Percentile £13.40 £20.00 £10.39
90th Percentile £38.00 £54.25 £17.61
Hampshire median hourly rate £22.66 £26.20 £17.25
% change year-on-year -13.49% +51.86% -54.00%

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 16 January 2019.

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 16 January 2019, 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 15 (46.88%) Problem-Solving
2 13 (40.63%) SQL Server
3 9 (28.13%) SQL
3 9 (28.13%) Agile Software Development
4 8 (25.00%) Microsoft Azure
4 8 (25.00%) Data Warehouse
4 8 (25.00%) ETL
4 8 (25.00%) MVC
5 7 (21.88%) C#
6 6 (18.75%) JavaScript
6 6 (18.75%) .NET
6 6 (18.75%) Software Engineering
7 5 (15.63%) SQL Server Integration Services
7 5 (15.63%) Amazon AWS
7 5 (15.63%) CSS
7 5 (15.63%) HTML
7 5 (15.63%) Microsoft
7 5 (15.63%) Kimball Methodology
7 5 (15.63%) TypeScript
7 5 (15.63%) Angular 2
8 4 (12.50%) Analytics
8 4 (12.50%) Data Science
8 4 (12.50%) Active Directory
8 4 (12.50%) T-SQL
8 4 (12.50%) Windows
8 4 (12.50%) Python
8 4 (12.50%) Migration
8 4 (12.50%) Google
9 3 (9.38%) Spring
9 3 (9.38%) NUnit

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 3 (9.38%) Apache Spark
2 1 (3.13%) SAS
Applications
1 3 (9.38%) Microsoft Office
2 1 (3.13%) Microsoft Excel
Cloud Services
1 8 (25.00%) Microsoft Azure
2 5 (15.63%) Amazon AWS
3 3 (9.38%) Amazon EMR
3 3 (9.38%) Google Cloud Platform
4 2 (6.25%) Cloud Computing
Communications & Networking
1 1 (3.13%) DNS
1 1 (3.13%) LAN
1 1 (3.13%) SAN
1 1 (3.13%) VPN
1 1 (3.13%) WAN
Database & Business Intelligence
1 13 (40.63%) SQL Server
2 8 (25.00%) Data Warehouse
3 5 (15.63%) SQL Server Integration Services
4 3 (9.38%) Apache Cassandra
4 3 (9.38%) Big Data
4 3 (9.38%) Cosmos DB
4 3 (9.38%) Hadoop
4 3 (9.38%) HBase
4 3 (9.38%) NoSQL
5 2 (6.25%) Power BI
5 2 (6.25%) Relational Database
5 2 (6.25%) SQL Server 2005
6 1 (3.13%) SQL Server 2014
Development Applications
1 3 (9.38%) MSTest
1 3 (9.38%) NUnit
1 3 (9.38%) Selenium
1 3 (9.38%) SpecFlow
1 3 (9.38%) Visual Studio Team System
2 2 (6.25%) Git (software)
2 2 (6.25%) JIRA
2 2 (6.25%) JMeter
2 2 (6.25%) Protractor
2 2 (6.25%) Visual Studio
2 2 (6.25%) WebDriver
2 2 (6.25%) webpack
General
1 2 (6.25%) Automotive
1 2 (6.25%) Marketing
Job Titles
1 15 (46.88%) Developer
2 6 (18.75%) Analyst
3 5 (15.63%) ETL Developer
3 5 (15.63%) SQL Developer
3 5 (15.63%) SSIS Developer
4 4 (12.50%) Data Warehouse Developer
4 4 (12.50%) Desktop Engineer
5 3 (9.38%) Architect
5 3 (9.38%) Data Architect
5 3 (9.38%) Desktop Support
5 3 (9.38%) Desktop Support Engineer
5 3 (9.38%) Java Developer
5 3 (9.38%) Senior Developer
5 3 (9.38%) Senior Software Developer
5 3 (9.38%) Software Developer
5 3 (9.38%) Support Engineer
5 3 (9.38%) T-SQL Developer
6 2 (6.25%) Angular Developer
6 2 (6.25%) Business Analyst
6 2 (6.25%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (18.75%) .NET
2 5 (15.63%) Angular 2
2 5 (15.63%) CSS
2 5 (15.63%) HTML
3 3 (9.38%) .NET Core
3 3 (9.38%) CSS3
3 3 (9.38%) Hibernate
3 3 (9.38%) HTML5
3 3 (9.38%) Node.js
3 3 (9.38%) React
3 3 (9.38%) Spring
3 3 (9.38%) Spring Boot
3 3 (9.38%) Web Services
4 2 (6.25%) AngularJS
4 2 (6.25%) Entity Framework
4 2 (6.25%) RESTful
4 2 (6.25%) Sass
4 2 (6.25%) WCF
4 2 (6.25%) WinForms
5 1 (3.13%) GraphQL
Miscellaneous
1 3 (9.38%) Algorithms
1 3 (9.38%) Greenfield Project
1 3 (9.38%) Life Science
2 2 (6.25%) User Experience
2 2 (6.25%) Virtual Team
3 1 (3.13%) Analytical Mindset
3 1 (3.13%) Management Information System
Operating Systems
1 4 (12.50%) Windows
2 2 (6.25%) Windows 7
2 2 (6.25%) Windows XP
3 1 (3.13%) Windows Server
3 1 (3.13%) Windows Server 2008
Processes & Methodologies
1 15 (46.88%) Problem-Solving
2 9 (28.13%) Agile Software Development
3 8 (25.00%) ETL
3 8 (25.00%) MVC
4 6 (18.75%) Software Engineering
5 5 (15.63%) Kimball Methodology
6 4 (12.50%) Analytics
6 4 (12.50%) Data Science
6 4 (12.50%) Migration
7 3 (9.38%) Cryptography
7 3 (9.38%) DAMA
7 3 (9.38%) Data Architecture
7 3 (9.38%) Data Management
7 3 (9.38%) Data Modelling
7 3 (9.38%) Functional Testing
7 3 (9.38%) Multithreaded Programming
7 3 (9.38%) Multithreading
7 3 (9.38%) Scrum
7 3 (9.38%) Test Automation
7 3 (9.38%) TOGAF
Programming Languages
1 9 (28.13%) SQL
2 7 (21.88%) C#
3 6 (18.75%) JavaScript
4 5 (15.63%) TypeScript
5 4 (12.50%) Python
5 4 (12.50%) T-SQL
6 3 (9.38%) Java
7 2 (6.25%) ES6
7 2 (6.25%) PowerShell
8 1 (3.13%) R
8 1 (3.13%) VBA
Qualifications
1 3 (9.38%) Degree
1 3 (9.38%) TOGAF Certification
2 2 (6.25%) Security Cleared
Quality Assurance & Compliance
1 3 (9.38%) 21 CFR Part 11
System Software
1 4 (12.50%) Active Directory
2 3 (9.38%) Docker
Systems Management
1 3 (9.38%) Kubernetes
1 3 (9.38%) Oozie
2 1 (3.13%) SCCM
2 1 (3.13%) SCOM
Vendors
1 5 (15.63%) Microsoft
2 4 (12.50%) Google
3 2 (6.25%) Alteryx
4 1 (3.13%) HP
4 1 (3.13%) IBM
4 1 (3.13%) SAP
4 1 (3.13%) ServiceNow