Period
to 4 August 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Southampton. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 4 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Hampshire > Southampton
6 months to
4 Aug 2020
Same period 2019 Same period 2018
Rank 35 77 33
Rank change year-on-year +42 -44 +5
Permanent jobs citing Analytical Skills 45 42 100
As % of all permanent jobs advertised in Southampton 6.45% 2.83% 7.19%
As % of the Miscellaneous category 17.24% 9.74% 20.16%
Number of salaries quoted 43 38 98
Median annual salary £42,500 £47,500 £40,000
Median salary % change year-on-year -10.53% +18.75% +6.67%
10th Percentile £26,750 £30,447 £23,875
90th Percentile £55,000 £78,750 £53,750
Hampshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +15.38%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Southampton
Permanent vacancies with a requirement for generic IT skills 261 431 496
As % of all permanent IT jobs advertised in Southampton 37.39% 29.08% 35.68%
Number of salaries quoted 212 334 438
Median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +8.97%
10th Percentile £31,250 £29,000 £22,500
90th Percentile £69,870 £67,475 £70,000
Hampshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +12.50%

Analytical Skills
Job Vacancy Trend in Southampton

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

Job vacancy trend for Analytical Skills in Southampton

Analytical Skills
Salary Trend in Southampton

3-month moving average salary quoted in jobs citing Analytical Skills in Southampton.

Salary trend for Analytical Skills in Southampton

Analytical Skills
Salary Histogram in Southampton

Salary distribution for jobs citing Analytical Skills in Southampton over the 6 months to 4 August 2020.

Salary histogram for Analytical Skills in Southampton

For the 6 months to 4 August 2020, IT 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 permanent job ads across the Southampton region with a requirement for Analytical Skills.

1 23 (51.11%) Problem-Solving
2 20 (44.44%) Agile Software Development
3 16 (35.56%) SQL
4 11 (24.44%) SQL Server
5 10 (22.22%) JavaScript
5 10 (22.22%) C#
5 10 (22.22%) Azure
6 9 (20.00%) Git (software)
6 9 (20.00%) Microsoft
6 9 (20.00%) SQL Server Reporting Services
7 8 (17.78%) Business Intelligence
7 8 (17.78%) Visual Studio
8 7 (15.56%) SQL Server Integration Services
8 7 (15.56%) Power BI
8 7 (15.56%) Power Platform
9 6 (13.33%) Product Roadmap
9 6 (13.33%) Analytics
9 6 (13.33%) Time Management
9 6 (13.33%) Waterfall
9 6 (13.33%) CRM
10 5 (11.11%) Project Management
10 5 (11.11%) Salesforce.com
10 5 (11.11%) LAN
10 5 (11.11%) Web Services
10 5 (11.11%) HTML
10 5 (11.11%) T-SQL
10 5 (11.11%) Scrum
10 5 (11.11%) Change Management
10 5 (11.11%) Management Information System
10 5 (11.11%) Finance

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 (6.67%) SharePoint
2 2 (4.44%) Elasticsearch
3 1 (2.22%) Apache
3 1 (2.22%) Apache Synapse
Applications
1 3 (6.67%) Microsoft Office
Business Applications
1 3 (6.67%) Dynamics CRM
2 2 (4.44%) Maximo
2 2 (4.44%) Oracle EBS
2 2 (4.44%) Oracle ERP
2 2 (4.44%) Salesforce.com CRM
3 1 (2.22%) SAP S/4HANA
Cloud Services
1 10 (22.22%) Azure
2 7 (15.56%) Power Platform
3 5 (11.11%) AWS
3 5 (11.11%) Office 365
4 4 (8.89%) PowerApps
5 3 (6.67%) SaaS
6 1 (2.22%) Azure Data Factory
6 1 (2.22%) Azure Machine Learning
6 1 (2.22%) Power Automate
Communications & Networking
1 5 (11.11%) LAN
2 3 (6.67%) Skype
3 2 (4.44%) WAN
3 2 (4.44%) Wi-Fi
4 1 (2.22%) BGP
4 1 (2.22%) CTI
4 1 (2.22%) Firewall
4 1 (2.22%) Internet
4 1 (2.22%) MPLS
4 1 (2.22%) OSPF
4 1 (2.22%) RSVP
4 1 (2.22%) Software-Defined Networking
4 1 (2.22%) Spanning Tree
4 1 (2.22%) TCP/IP
4 1 (2.22%) VLAN
4 1 (2.22%) VoIP
Database & Business Intelligence
1 11 (24.44%) SQL Server
2 9 (20.00%) SQL Server Reporting Services
3 7 (15.56%) Power BI
3 7 (15.56%) SQL Server Integration Services
4 4 (8.89%) Data Warehouse
5 2 (4.44%) OLAP
5 2 (4.44%) Relational Database
5 2 (4.44%) SQL Server 2012
5 2 (4.44%) SQL Server Analysis Services
6 1 (2.22%) Azure SQL Data Warehouse
6 1 (2.22%) Azure SQL Database
6 1 (2.22%) Data Lake
6 1 (2.22%) GIS
6 1 (2.22%) Microsoft Analysis Services
6 1 (2.22%) OLAP Cube
6 1 (2.22%) SAP HANA
6 1 (2.22%) SQL Server 2016
6 1 (2.22%) SSDT
Development Applications
1 9 (20.00%) Git (software)
2 8 (17.78%) Visual Studio
3 4 (8.89%) SQL Server Management Studio (SSMS)
3 4 (8.89%) Team Foundation Server
4 2 (4.44%) Fiddler
4 2 (4.44%) JMeter
4 2 (4.44%) Selenium
4 2 (4.44%) SpecFlow
4 2 (4.44%) webpack
5 1 (2.22%) JIRA
5 1 (2.22%) TeamCity
General
1 5 (11.11%) Finance
2 4 (8.89%) Law
3 2 (4.44%) Legal
3 2 (4.44%) Manufacturing
3 2 (4.44%) Marketing
3 2 (4.44%) Police
4 1 (2.22%) Billing
4 1 (2.22%) Retail
4 1 (2.22%) Telecoms
Job Titles
1 16 (35.56%) Analyst
2 8 (17.78%) Developer
3 6 (13.33%) Project Manager
4 5 (11.11%) Data Analyst
5 4 (8.89%) IT Manager
6 3 (6.67%) IT Analyst
6 3 (6.67%) Junior
6 3 (6.67%) Product Manager
6 3 (6.67%) Software Project Manager
7 2 (4.44%) Agile Business Analyst
7 2 (4.44%) Business Analyst
7 2 (4.44%) C/C++ Embedded Software Engineer
7 2 (4.44%) C/C++ Software Engineer
7 2 (4.44%) ERP Analyst
7 2 (4.44%) Junior C Software Engineer
7 2 (4.44%) Junior C++ Software Engineer
7 2 (4.44%) Junior Embedded Engineer
7 2 (4.44%) SharePoint Analyst
7 2 (4.44%) Software Engineer
7 2 (4.44%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 5 (11.11%) HTML
1 5 (11.11%) Web Services
2 4 (8.89%) .NET
2 4 (8.89%) .NET Framework
3 3 (6.67%) CSS
3 3 (6.67%) RESTful
4 2 (4.44%) AngularJS
4 2 (4.44%) Gherkin
4 2 (4.44%) HTML5
4 2 (4.44%) React
4 2 (4.44%) Redux
5 1 (2.22%) 802.1X
5 1 (2.22%) CGI
5 1 (2.22%) Entity Framework
5 1 (2.22%) GraphQL
5 1 (2.22%) Lambda Expressions
5 1 (2.22%) Leaflet
5 1 (2.22%) MDX
5 1 (2.22%) Vaadin
5 1 (2.22%) WCF
Miscellaneous
1 5 (11.11%) Management Information System
2 3 (6.67%) EMV
2 3 (6.67%) Replication
2 3 (6.67%) Virtual Team
3 2 (4.44%) Client/Server
3 2 (4.44%) Mainframe
3 2 (4.44%) Video Conferencing
4 1 (2.22%) CCTV
4 1 (2.22%) Data Centre
4 1 (2.22%) Data Structures
4 1 (2.22%) Distributed Denial-of-Service
4 1 (2.22%) EPoS
4 1 (2.22%) Mobile App
4 1 (2.22%) Self-Motivation
4 1 (2.22%) User Experience
Operating Systems
1 3 (6.67%) Unix
1 3 (6.67%) Windows
1 3 (6.67%) Windows Server
2 2 (4.44%) Windows 10
3 1 (2.22%) Linux
Processes & Methodologies
1 23 (51.11%) Problem-Solving
2 20 (44.44%) Agile Software Development
3 8 (17.78%) Business Intelligence
4 6 (13.33%) Analytics
4 6 (13.33%) CRM
4 6 (13.33%) Product Roadmap
4 6 (13.33%) Time Management
4 6 (13.33%) Waterfall
5 5 (11.11%) Change Management
5 5 (11.11%) Project Management
5 5 (11.11%) Requirements Gathering
5 5 (11.11%) Scrum
5 5 (11.11%) Visualisation
6 4 (8.89%) Migration
6 4 (8.89%) SDLC
7 3 (6.67%) Change Control
7 3 (6.67%) Collaborative Working
7 3 (6.67%) Decision-Making
7 3 (6.67%) Embedded Software Development
7 3 (6.67%) Machine Learning
Programming Languages
1 16 (35.56%) SQL
2 10 (22.22%) C#
2 10 (22.22%) JavaScript
3 5 (11.11%) T-SQL
4 3 (6.67%) C
4 3 (6.67%) C++
4 3 (6.67%) Java
4 3 (6.67%) PowerShell
5 2 (4.44%) Python
6 1 (2.22%) Data Analysis Expressions (DAX)
6 1 (2.22%) VB.NET
Qualifications
1 4 (8.89%) Degree
2 2 (4.44%) ISEB
2 2 (4.44%) ISTQB
3 1 (2.22%) CCIE
3 1 (2.22%) CCNA
3 1 (2.22%) CCNP
3 1 (2.22%) Cisco Certification
3 1 (2.22%) JNCIA
3 1 (2.22%) JNCIE
3 1 (2.22%) JNCIS
3 1 (2.22%) SC Cleared
3 1 (2.22%) Security Cleared
Quality Assurance & Compliance
1 5 (11.11%) QA
2 2 (4.44%) PMO
Systems Management
1 2 (4.44%) Kibana
Vendors
1 9 (20.00%) Microsoft
2 5 (11.11%) Salesforce.com
3 4 (8.89%) Oracle
4 3 (6.67%) Yardi
5 1 (2.22%) Brocade
5 1 (2.22%) Cisco
5 1 (2.22%) Citrix
5 1 (2.22%) Google
5 1 (2.22%) Juniper
5 1 (2.22%) SAP
5 1 (2.22%) Tableau