Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
South East > Hampshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 215 211 223
Rank change year-on-year -4 +12 +41
Permanent jobs citing Visualisation 48 66 52
As % of all permanent IT jobs advertised in Hampshire 0.75% 0.96% 0.73%
As % of the Processes & Methodologies category 0.86% 1.10% 0.83%
Number of salaries quoted 34 64 40
Hampshire median annual salary £45,750 £50,000 £50,000
Median salary % change year-on-year -8.50% - +11.11%
10th Percentile £35,060 £26,400 £30,000
90th Percentile £69,250 £92,500 £72,500
South East median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - +18.75%

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5555 5999 6267
As % of all permanent IT jobs advertised in Hampshire 86.59% 87.23% 87.61%
Number of salaries quoted 4763 5132 5285
Hampshire median annual salary £42,500 £41,543 £42,500
Median salary % change year-on-year +2.30% -2.25% +2.41%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £62,500 £62,500
South East median annual salary £45,000 £45,000 £45,000

Visualisation
Job Vacancy Trend in Hampshire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Visualisation in Hampshire

Visualisation
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in Hampshire.

Salary trend for Visualisation in Hampshire

Visualisation
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Visualisation in Hampshire over the 6 months to 23 November 2017.

Salary histogram for Visualisation in Hampshire

Visualisation
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Hampshire region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -4 10 £60,000 +20.00%
Fareham +5 9 £49,700 +52.92% 1
Basingstoke +2 8 £55,000 +100.00% 2
Portsmouth -24 5 £46,500 -48.33% 5
Havant -7 2 £85,000 -5.56%
Fleet - 2 £42,500 -
Tadley - 1 £37,500 -
Winchester - 1 £37,500 -
Hook - 1 £45,000 -
Visualisation
South East

For the 6 months to 23 November 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hampshire region with a requirement for Visualisation.

1 36 (75.00%) Data Visualisation
2 16 (33.33%) Big Data
3 15 (31.25%) Degree
4 13 (27.08%) Agile Software Development
4 13 (27.08%) Business Intelligence
4 13 (27.08%) Analytics
5 12 (25.00%) Data Modelling
5 12 (25.00%) JavaScript
5 12 (25.00%) SQL
6 11 (22.92%) HTML
6 11 (22.92%) CSS
6 11 (22.92%) Stakeholder Management
6 11 (22.92%) Statistics
7 10 (20.83%) Analytical Skills
8 9 (18.75%) NoSQL
8 9 (18.75%) R
8 9 (18.75%) Stakeholder Engagement
8 9 (18.75%) Military
8 9 (18.75%) Python
9 8 (16.67%) Data Analysis
9 8 (16.67%) TOGAF
9 8 (16.67%) MODAF
9 8 (16.67%) ArchiMate
10 7 (14.58%) Relational Database
10 7 (14.58%) Hadoop
10 7 (14.58%) Front End Development
10 7 (14.58%) SC Cleared
10 7 (14.58%) Security Cleared
10 7 (14.58%) Management Information System
11 6 (12.50%) CRM

Visualisation
Co-occurring IT Skills in Hampshire 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 6 (12.50%) SAS
2 3 (6.25%) Apache Spark
3 2 (4.17%) NServiceBus
4 1 (2.08%) Apache Pig
Applications
1 3 (6.25%) Microsoft Excel
2 1 (2.08%) SPSS
Business Applications
1 2 (4.17%) Dynamics CRM
1 2 (4.17%) Eloqua
Cloud Services
1 3 (6.25%) Cloud Computing
2 2 (4.17%) Amazon AWS
2 2 (4.17%) Google Analytics
3 1 (2.08%) Azure Data Factory
3 1 (2.08%) Microsoft Azure
Communications & Networking
1 5 (10.42%) PSTN
1 5 (10.42%) Wi-Fi
2 2 (4.17%) SMS
Database & Business Intelligence
1 16 (33.33%) Big Data
2 9 (18.75%) NoSQL
3 7 (14.58%) Hadoop
3 7 (14.58%) Relational Database
4 6 (12.50%) SQL Server
5 5 (10.42%) BusinessObjects
5 5 (10.42%) Data Mining
6 4 (8.33%) Data Warehouse
6 4 (8.33%) Power BI
7 3 (6.25%) QlikView
7 3 (6.25%) Redis
7 3 (6.25%) SAP HANA
7 3 (6.25%) SQL Server Integration Services
8 2 (4.17%) Geospatial Data
8 2 (4.17%) GIS
8 2 (4.17%) SQL Server Analysis Services
9 1 (2.08%) Data Lake
9 1 (2.08%) OLAP Cube
9 1 (2.08%) PowerPivot
9 1 (2.08%) Qlik Sense
Development Applications
1 5 (10.42%) Grunt
1 5 (10.42%) gulp
1 5 (10.42%) webpack
2 2 (4.17%) Moq
2 2 (4.17%) NUnit
3 1 (2.08%) Rational DOORS
General
1 9 (18.75%) Military
2 6 (12.50%) Finance
3 3 (6.25%) Marketing
4 2 (4.17%) Back Office
4 2 (4.17%) Retail
5 1 (2.08%) Local Government
Job Titles
1 11 (22.92%) Developer
2 9 (18.75%) Architect
3 8 (16.67%) Data Scientist
4 6 (12.50%) Analyst
5 5 (10.42%) Front End Developer (Client-Side Developer)
6 4 (8.33%) Business Intelligence Analyst
6 4 (8.33%) MODAF Architect
6 4 (8.33%) TOGAF Architect
7 3 (6.25%) SAP Analyst
7 3 (6.25%) SAP BI Analyst
7 3 (6.25%) SAP BusinessObjects (BO) Analyst
8 2 (4.17%) .NET Software Engineer
8 2 (4.17%) Business Architect
8 2 (4.17%) Data Analyst
8 2 (4.17%) Database Manager
8 2 (4.17%) Database Marketing Manager
8 2 (4.17%) JavaScript Developer
8 2 (4.17%) Marketing Manager
8 2 (4.17%) Security Architect
8 2 (4.17%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 11 (22.92%) CSS
1 11 (22.92%) HTML
2 6 (12.50%) Node.js
2 6 (12.50%) React
3 5 (10.42%) AngularJS
3 5 (10.42%) D3.js
3 5 (10.42%) HTML5
4 4 (8.33%) Express
4 4 (8.33%) Natural Language Processing
5 3 (6.25%) jQuery
5 3 (6.25%) Velocity
6 2 (4.17%) .NET
6 2 (4.17%) Leaflet
6 2 (4.17%) Raphaël
7 1 (2.08%) CSS3
7 1 (2.08%) Kafka
7 1 (2.08%) LESS
7 1 (2.08%) RESTful
7 1 (2.08%) Sass
7 1 (2.08%) WebGL
Miscellaneous
1 10 (20.83%) Analytical Skills
2 7 (14.58%) Management Information System
3 6 (12.50%) User Experience
4 5 (10.42%) Algorithms
4 5 (10.42%) Computer Science
5 2 (4.17%) CESG
5 2 (4.17%) Cybercrime
5 2 (4.17%) Data Structures
5 2 (4.17%) RIA
5 2 (4.17%) Wiki
6 1 (2.08%) Robotics
6 1 (2.08%) Smart City
Operating Systems
1 2 (4.17%) Linux
1 2 (4.17%) SUSE
1 2 (4.17%) Windows
Processes & Methodologies
1 36 (75.00%) Data Visualisation
2 13 (27.08%) Agile Software Development
2 13 (27.08%) Analytics
2 13 (27.08%) Business Intelligence
3 12 (25.00%) Data Modelling
4 11 (22.92%) Stakeholder Management
4 11 (22.92%) Statistics
5 9 (18.75%) Stakeholder Engagement
6 8 (16.67%) ArchiMate
6 8 (16.67%) Data Analysis
6 8 (16.67%) MODAF
6 8 (16.67%) TOGAF
7 7 (14.58%) Front End Development
8 6 (12.50%) CRM
8 6 (12.50%) Machine Learning
8 6 (12.50%) Mathematics
8 6 (12.50%) Open Source
9 5 (10.42%) Project Management
10 4 (8.33%) Data Management
10 4 (8.33%) DevOps
Programming Languages
1 12 (25.00%) JavaScript
1 12 (25.00%) SQL
2 9 (18.75%) Python
2 9 (18.75%) R
3 4 (8.33%) C
3 4 (8.33%) ES6
4 2 (4.17%) C#
4 2 (4.17%) ECMAScript
4 2 (4.17%) Java
4 2 (4.17%) Ruby
4 2 (4.17%) VBA
5 1 (2.08%) Data Analysis Expressions (DAX)
5 1 (2.08%) Go
Qualifications
1 15 (31.25%) Degree
2 7 (14.58%) SC Cleared
2 7 (14.58%) Security Cleared
3 2 (4.17%) CCNA
3 2 (4.17%) CESG Certified Professional
3 2 (4.17%) Cisco Certification
3 2 (4.17%) MCSA
3 2 (4.17%) Microsoft Certification
4 1 (2.08%) PhD
Quality Assurance & Compliance
1 3 (6.25%) QA
2 1 (2.08%) Data Quality
System Software
1 6 (12.50%) Docker
Systems Management
1 1 (2.08%) Hadoop YARN
Vendors
1 5 (10.42%) Tableau
2 4 (8.33%) Microsoft
3 3 (6.25%) Cognos
3 3 (6.25%) Oracle
3 3 (6.25%) SAP
4 2 (4.17%) Google
4 2 (4.17%) HubSpot
4 2 (4.17%) Mapbox
4 2 (4.17%) Marketo
4 2 (4.17%) Pardot
4 2 (4.17%) Red Hat
4 2 (4.17%) Siebel
5 1 (2.08%) Adobe
5 1 (2.08%) Netezza