Period
to 23 January 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 23 January 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Hampshire > Southampton
6 months to
23 Jan 2020
Same period 2019 Same period 2018
Rank 43 73 42
Rank change year-on-year +30 -31 -13
Permanent jobs citing Analytical Skills 95 47 111
As % of all permanent IT jobs advertised in Southampton 6.18% 3.56% 6.26%
As % of the Miscellaneous category 19.08% 10.51% 17.70%
Number of salaries quoted 89 41 110
Southampton median annual salary £35,000 £45,000 £37,500
Median salary % change year-on-year -22.22% +20.00% -
10th Percentile £25,900 £30,000 £29,000
90th Percentile £52,500 £76,250 £57,625
Hampshire median annual salary £42,500 £45,000 £42,250
% change year-on-year -5.56% +6.51% +12.67%

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 498 447 627
As % of all permanent IT jobs advertised in Southampton 32.38% 33.84% 35.38%
Number of salaries quoted 409 372 597
Southampton median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -4.76%
10th Percentile £26,750 £28,125 £26,250
90th Percentile £63,550 £67,500 £61,750
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

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
Salary Trend in Southampton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Southampton.

Salary trend for Analytical Skills in Southampton

Analytical Skills
Salary Histogram in Southampton

The salary distribution of IT jobs citing Analytical Skills in Southampton over the 6 months to 23 January 2020.

Salary histogram for Analytical Skills in Southampton

For the 6 months to 23 January 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 65 (68.42%) SQL
2 59 (62.11%) C#
3 52 (54.74%) Problem-Solving
4 43 (45.26%) SQL Server
5 42 (44.21%) Microsoft
6 41 (43.16%) .NET
7 37 (38.95%) Agile Software Development
8 33 (34.74%) SQL Server Reporting Services
8 33 (34.74%) .NET Framework
9 26 (27.37%) Scrum
9 26 (27.37%) T-SQL
10 21 (22.11%) CRM
10 21 (22.11%) SaaS
11 20 (21.05%) Team Foundation Server
11 20 (21.05%) Data Protection
11 20 (21.05%) Visual Studio
11 20 (21.05%) Information Security
11 20 (21.05%) Law
11 20 (21.05%) Legal
11 20 (21.05%) Dynamics CRM
12 19 (20.00%) JavaScript
13 15 (15.79%) HTML
13 15 (15.79%) Degree
14 13 (13.68%) SQL Server Integration Services
15 12 (12.63%) SQL Server Analysis Services
15 12 (12.63%) Git (software)
16 11 (11.58%) Project Management
17 10 (10.53%) C
17 10 (10.53%) Dynamics NAV
17 10 (10.53%) Billing

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 (3.16%) Apache Spark
Applications
1 6 (6.32%) Microsoft Excel
2 3 (3.16%) MS Visio
3 2 (2.11%) Microsoft Project
Business Applications
1 20 (21.05%) Dynamics CRM
2 10 (10.53%) Dynamics NAV
Cloud Services
1 21 (22.11%) SaaS
2 4 (4.21%) Power Platform
3 2 (2.11%) Azure
4 1 (1.05%) AWS
4 1 (1.05%) Cloud Computing
4 1 (1.05%) IaaS
4 1 (1.05%) PaaS
Communications & Networking
1 7 (7.37%) LAN
2 5 (5.26%) BGP
2 5 (5.26%) Firewall
2 5 (5.26%) Internet
2 5 (5.26%) MPLS
2 5 (5.26%) OSPF
2 5 (5.26%) RSVP
2 5 (5.26%) Software-Defined Networking
2 5 (5.26%) Spanning Tree
2 5 (5.26%) TCP/IP
2 5 (5.26%) VLAN
3 4 (4.21%) Network Security
4 1 (1.05%) CTI
4 1 (1.05%) VoIP
Database & Business Intelligence
1 43 (45.26%) SQL Server
2 33 (34.74%) SQL Server Reporting Services
3 13 (13.68%) SQL Server Integration Services
4 12 (12.63%) SQL Server Analysis Services
5 6 (6.32%) Relational Database
6 4 (4.21%) Data Mining
6 4 (4.21%) Data Warehouse
6 4 (4.21%) OLAP
6 4 (4.21%) Power BI
7 2 (2.11%) Apache Hive
7 2 (2.11%) Geospatial Data
7 2 (2.11%) Hadoop
7 2 (2.11%) HBase
8 1 (1.05%) GIS
8 1 (1.05%) InfluxDB
8 1 (1.05%) MS Access
8 1 (1.05%) Qlik Sense
Development Applications
1 20 (21.05%) Team Foundation Server
1 20 (21.05%) Visual Studio
2 12 (12.63%) Git (software)
3 4 (4.21%) JIRA
4 2 (2.11%) TeamCity
5 1 (1.05%) Atlassian Bamboo
5 1 (1.05%) Fiddler
5 1 (1.05%) Jenkins
5 1 (1.05%) LINQPad
5 1 (1.05%) Postman
5 1 (1.05%) webpack
General
1 20 (21.05%) Law
1 20 (21.05%) Legal
2 10 (10.53%) Billing
3 5 (5.26%) Telecoms
4 2 (2.11%) Retail
5 1 (1.05%) Finance
Job Titles
1 45 (47.37%) Developer
2 20 (21.05%) Applications Developer
3 12 (12.63%) C# Developer
4 9 (9.47%) Support Engineer
5 8 (8.42%) Applications Engineer
5 8 (8.42%) Applications Support
5 8 (8.42%) Applications Support Engineer
5 8 (8.42%) Dynamics NAV Developer
5 8 (8.42%) Microsoft Developer
6 7 (7.37%) Implementation Specialist
7 5 (5.26%) Full Stack Developer
7 5 (5.26%) Network Engineer
7 5 (5.26%) Senior Network Engineer
8 4 (4.21%) Architect
8 4 (4.21%) Business Intelligence Specialist
8 4 (4.21%) Consultant
8 4 (4.21%) Delivery Director
8 4 (4.21%) Infrastructure Delivery Manager
8 4 (4.21%) Senior Developer
8 4 (4.21%) Technical Consultant
Libraries, Frameworks & Software Standards
1 41 (43.16%) .NET
2 33 (34.74%) .NET Framework
3 15 (15.79%) HTML
4 7 (7.37%) HTML5
5 6 (6.32%) CSS
6 5 (5.26%) 802.1X
6 5 (5.26%) AngularJS
6 5 (5.26%) RESTful
7 4 (4.21%) ASP.NET
7 4 (4.21%) Entity Framework
7 4 (4.21%) LINQ
7 4 (4.21%) WCF
7 4 (4.21%) WPF
8 2 (2.11%) Apache Flex
8 2 (2.11%) ASP.NET Web API
9 1 (1.05%) Keras
9 1 (1.05%) React
9 1 (1.05%) TensorFlow
9 1 (1.05%) Theano
9 1 (1.05%) Torch
Miscellaneous
1 9 (9.47%) Data Centre
2 6 (6.32%) Self-Motivation
3 5 (5.26%) Distributed Denial-of-Service
3 5 (5.26%) User Experience
4 4 (4.21%) Mobile App
5 2 (2.11%) Client/Server
5 2 (2.11%) Linked Data
5 2 (2.11%) Mainframe
5 2 (2.11%) Management Information System
6 1 (1.05%) Algorithms
6 1 (1.05%) CCTV
6 1 (1.05%) CMDB
6 1 (1.05%) Replication
Operating Systems
1 7 (7.37%) Unix
2 6 (6.32%) Linux
3 2 (2.11%) Windows
3 2 (2.11%) Windows Server
Processes & Methodologies
1 52 (54.74%) Problem-Solving
2 37 (38.95%) Agile Software Development
3 26 (27.37%) Scrum
4 21 (22.11%) CRM
5 20 (21.05%) Data Protection
5 20 (21.05%) Information Security
6 11 (11.58%) Project Management
7 9 (9.47%) Computer Science
8 8 (8.42%) Analytical Thinking
8 8 (8.42%) SDLC
8 8 (8.42%) Service Delivery
8 8 (8.42%) Software Engineering
8 8 (8.42%) Ticket Management
9 7 (7.37%) Data Analysis
9 7 (7.37%) ITIL
9 7 (7.37%) Unit Testing
10 6 (6.32%) Business Intelligence
10 6 (6.32%) TDD
11 5 (5.26%) ETL
11 5 (5.26%) Network Design
Programming Languages
1 65 (68.42%) SQL
2 59 (62.11%) C#
3 26 (27.37%) T-SQL
4 19 (20.00%) JavaScript
5 10 (10.53%) C
6 5 (5.26%) Java
7 4 (4.21%) Data Analysis Expressions (DAX)
7 4 (4.21%) Python
7 4 (4.21%) VB.NET
8 1 (1.05%) C++
8 1 (1.05%) PowerShell
Qualifications
1 15 (15.79%) Degree
2 5 (5.26%) CCIE
2 5 (5.26%) CCNA
2 5 (5.26%) CCNP
2 5 (5.26%) Cisco Certification
2 5 (5.26%) JNCIA
2 5 (5.26%) JNCIE
2 5 (5.26%) JNCIS
3 3 (3.16%) Master's Degree
4 2 (2.11%) Computer Science Degree
4 2 (2.11%) PhD
5 1 (1.05%) SC Cleared
5 1 (1.05%) Security Cleared
Quality Assurance & Compliance
1 4 (4.21%) SLA
2 1 (1.05%) Data Quality
System Software
1 1 (1.05%) Docker
Systems Management
1 1 (1.05%) Nagios
Vendors
1 42 (44.21%) Microsoft
2 5 (5.26%) Brocade
2 5 (5.26%) Cisco
2 5 (5.26%) Citrix
2 5 (5.26%) Juniper
3 2 (2.11%) Oracle
4 1 (1.05%) BMC
4 1 (1.05%) CA
4 1 (1.05%) IBM