Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 18 July 2018 with a comparison to the same period in the previous 2 years.

Analytics
South East > Hampshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 87 143 140
Rank change year-on-year +56 -3 -21
Permanent jobs citing Analytics 242 115 146
As % of all permanent IT jobs advertised in Hampshire 3.66% 1.91% 2.11%
As % of the Processes & Methodologies category 4.05% 2.16% 2.42%
Number of salaries quoted 186 100 127
Hampshire median annual salary £41,000 £42,500 £40,000
Median salary % change year-on-year -3.53% +6.25% -11.11%
10th Percentile £27,500 £27,500 £24,150
90th Percentile £63,125 £62,750 £73,250
South East median annual salary £50,000 £50,000 £50,000

Analytics 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 5,978 5,331 6,031
As % of all permanent IT jobs advertised in Hampshire 90.49% 88.66% 87.14%
Number of salaries quoted 4,886 4,608 5,278
Hampshire median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% -3.53%
10th Percentile £27,500 £26,175 £26,250
90th Percentile £70,000 £65,000 £61,272
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Analytics
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Analytics in Hampshire

Analytics
Salary Trend in Hampshire

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

Salary trend for Analytics in Hampshire

Analytics
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Analytics in Hampshire over the 6 months to 18 July 2018.

Salary histogram for Analytics in Hampshire

Analytics
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Hampshire region over the 6 months to 18 July 2018. 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
Portsmouth +49 58 £40,000 -11.11% 7
Southampton +34 52 £43,750 - 5
Basingstoke -31 20 £57,500 - 3
Winchester +15 15 £30,000 +33.33%
Havant - 13 £40,000 - 6
Farnborough -9 12 £45,000 +25.00% 1
Fareham +3 11 £42,500 +13.33% 4
Aldershot +1 10 £61,250 +104.17%
Eastleigh -12 9 £25,000 -45.95%
Petersfield - 9 £40,000 -
Romsey - 9 £57,500 - 2
Fleet - 4 - - 1
Ringwood - 2 £36,500 -
Alton - 1 - - 1
Analytics
South East

For the 6 months to 18 July 2018, IT jobs citing Analytics 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 Hampshire region with a requirement for Analytics.

1 75 (30.99%) SQL
2 70 (28.93%) JavaScript
3 61 (25.21%) .NET
4 58 (23.97%) HTML
5 54 (22.31%) Python
6 53 (21.90%) Business Intelligence
6 53 (21.90%) Google
6 53 (21.90%) Data Analytics
7 52 (21.49%) Agile Software Development
7 52 (21.49%) C#
8 51 (21.07%) SQL Server
8 51 (21.07%) CSS
9 50 (20.66%) Marketing
10 49 (20.25%) Visualisation
11 47 (19.42%) Amazon AWS
12 46 (19.01%) Web Services
13 39 (16.12%) ASP.NET
14 37 (15.29%) Microsoft
14 37 (15.29%) Data Management
15 36 (14.88%) Degree
15 36 (14.88%) Google Analytics
15 36 (14.88%) Analytical Skills
16 35 (14.46%) MVC
17 34 (14.05%) ASP.NET MVC
18 33 (13.64%) AngularJS
19 32 (13.22%) Big Data
20 30 (12.40%) Finance
20 30 (12.40%) Linux
20 30 (12.40%) Problem-Solving
21 28 (11.57%) TDD

Analytics
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 18 (7.44%) Apache
2 15 (6.20%) Apache Spark
3 13 (5.37%) CMS
3 13 (5.37%) SAS
4 9 (3.72%) WordPress
5 6 (2.48%) Elasticsearch
5 6 (2.48%) IIS
6 4 (1.65%) Apache Solr
6 4 (1.65%) Confluence
6 4 (1.65%) Jupyter
6 4 (1.65%) nginx
6 4 (1.65%) Oracle SOA Suite
7 3 (1.24%) IPython
7 3 (1.24%) SharePoint
8 1 (0.41%) Apache Pig
8 1 (0.41%) SharePoint Server
8 1 (0.41%) Sitecore CMS
8 1 (0.41%) Umbraco
Applications
1 13 (5.37%) Microsoft Excel
2 8 (3.31%) Adobe Illustrator
2 8 (3.31%) Microsoft Office
2 8 (3.31%) Photoshop
3 7 (2.89%) InDesign
3 7 (2.89%) Microsoft PowerPoint
4 3 (1.24%) SPSS
5 1 (0.41%) Adobe Creative Suite
5 1 (0.41%) Spreadsheet
Business Applications
1 10 (4.13%) SAP Oil and Gas
2 2 (0.83%) SAP S/4HANA
3 1 (0.41%) Dynamics CRM
3 1 (0.41%) Magento
Cloud Services
1 47 (19.42%) Amazon AWS
2 36 (14.88%) Google Analytics
3 25 (10.33%) Microsoft Azure
3 25 (10.33%) SaaS
4 13 (5.37%) Serverless
5 11 (4.55%) AWS Lambda
6 9 (3.72%) GitHub
6 9 (3.72%) PaaS
7 7 (2.89%) Cloud Computing
8 5 (2.07%) AdWords
9 4 (1.65%) Cortana Intelligence Suite
10 3 (1.24%) Azure Machine Learning
11 2 (0.83%) Adobe Analytics
11 2 (0.83%) Office 365
12 1 (0.41%) Adobe Creative Cloud
12 1 (0.41%) Amazon EMR
12 1 (0.41%) Google Cloud Platform
12 1 (0.41%) IaaS
12 1 (0.41%) OneDrive
12 1 (0.41%) Yammer
Communications & Networking
1 2 (0.83%) Internet
2 1 (0.41%) DNS
2 1 (0.41%) Extranet
2 1 (0.41%) Firewall
2 1 (0.41%) TCP/IP
2 1 (0.41%) VLAN
Database & Business Intelligence
1 51 (21.07%) SQL Server
2 32 (13.22%) Big Data
3 25 (10.33%) SQL Server 2016
4 23 (9.50%) NoSQL
5 18 (7.44%) Hadoop
6 16 (6.61%) BusinessObjects
7 14 (5.79%) SAP BW
8 13 (5.37%) BusinessObjects Business Intelligence
8 13 (5.37%) Crystal Reports
8 13 (5.37%) MySQL
8 13 (5.37%) SAP HANA
9 12 (4.96%) BusinessObjects Web Intelligence
9 12 (4.96%) Data Warehouse
9 12 (4.96%) Lumira
10 11 (4.55%) RDBMS
10 11 (4.55%) Relational Database
11 10 (4.13%) MongoDB
12 9 (3.72%) SQL Server Analysis Services
13 6 (2.48%) Power BI
14 5 (2.07%) Cosmos DB
Development Applications
1 25 (10.33%) JIRA
2 11 (4.55%) Git (software)
3 9 (3.72%) Jenkins
4 7 (2.89%) Dreamweaver
5 5 (2.07%) webpack
6 4 (1.65%) Visual Studio
7 2 (0.83%) Octopus Deploy
7 2 (0.83%) TeamCity
7 2 (0.83%) Visual Studio Team System
8 1 (0.41%) Axure RP
8 1 (0.41%) Bitbucket
8 1 (0.41%) GitLab
8 1 (0.41%) SQL Server Management Studio (SSMS)
8 1 (0.41%) Sublime Text
8 1 (0.41%) Team Foundation Server
8 1 (0.41%) Toad
8 1 (0.41%) Vagrant
General
1 50 (20.66%) Marketing
2 30 (12.40%) Finance
3 24 (9.92%) Retail
4 13 (5.37%) Manufacturing
5 8 (3.31%) Brand Awareness
6 7 (2.89%) Banking
7 5 (2.07%) Billing
7 5 (2.07%) Telecoms
8 4 (1.65%) Advertising
8 4 (1.65%) Publishing
9 3 (1.24%) Law
9 3 (1.24%) Military
10 2 (0.83%) Back Office
10 2 (0.83%) Games
10 2 (0.83%) Investment Banking
11 1 (0.41%) Aerospace
11 1 (0.41%) Automotive
11 1 (0.41%) Electronics
11 1 (0.41%) Financial Institution
11 1 (0.41%) Pharmaceutical
Job Titles
1 73 (30.17%) Developer
2 32 (13.22%) Analyst
3 27 (11.16%) .NET Developer
4 24 (9.92%) C# Developer
4 24 (9.92%) Front End Developer (Client-Side Developer)
5 23 (9.50%) JavaScript Developer
6 20 (8.26%) C# .NET Developer
7 17 (7.02%) Software Developer
8 15 (6.20%) HTML CSS Developer
8 15 (6.20%) HTML Developer
9 14 (5.79%) Architect
9 14 (5.79%) Business Intelligence Manager
9 14 (5.79%) Software Engineer
10 13 (5.37%) C# Software Developer
10 13 (5.37%) Python Developer
10 13 (5.37%) SAP Manager
11 12 (4.96%) .NET Software Developer
11 12 (4.96%) Data Analyst
12 11 (4.55%) Administrator
13 10 (4.13%) ASP.NET Developer
Libraries, Frameworks & Software Standards
1 61 (25.21%) .NET
2 58 (23.97%) HTML
3 51 (21.07%) CSS
4 46 (19.01%) Web Services
5 39 (16.12%) ASP.NET
6 34 (14.05%) ASP.NET MVC
7 33 (13.64%) AngularJS
8 25 (10.33%) ASP.NET Web API
9 19 (7.85%) NumPy
10 16 (6.61%) jQuery
10 16 (6.61%) Pandas
11 14 (5.79%) CSS3
11 14 (5.79%) HTML5
12 13 (5.37%) .NET Framework
12 13 (5.37%) SAP Fiori
13 12 (4.96%) D3.js
14 11 (4.55%) SAPUI5
15 9 (3.72%) Kendo UI
15 9 (3.72%) React
15 9 (3.72%) Twitter Bootstrap
Miscellaneous
1 36 (14.88%) Analytical Skills
2 14 (5.79%) Computer Science
2 14 (5.79%) Social Media
3 10 (4.13%) Life Science
4 9 (3.72%) Algorithms
5 7 (2.89%) Driving Licence
5 7 (2.89%) Self-Motivation
6 6 (2.48%) Device Driver
6 6 (2.48%) Management Information System
6 6 (2.48%) User Experience
7 5 (2.07%) Acoustics
7 5 (2.07%) Blog
7 5 (2.07%) Credit Risk
7 5 (2.07%) Graphic Design
7 5 (2.07%) Greenfield Project
7 5 (2.07%) Mobile App
8 4 (1.65%) Data Centre
9 3 (1.24%) Pricing Data
10 2 (0.83%) Digital Media
10 2 (0.83%) Robotics
Operating Systems
1 30 (12.40%) Linux
2 12 (4.96%) Windows
3 6 (2.48%) Embedded Linux
4 3 (1.24%) Unix
5 1 (0.41%) Windows Server
5 1 (0.41%) Windows Server 2008
Processes & Methodologies
1 53 (21.90%) Business Intelligence
1 53 (21.90%) Data Analytics
2 52 (21.49%) Agile Software Development
3 49 (20.25%) Visualisation
4 37 (15.29%) Data Management
5 35 (14.46%) MVC
6 30 (12.40%) Problem-Solving
7 28 (11.57%) TDD
8 27 (11.16%) Web Analytics
9 26 (10.74%) Front End Development
10 25 (10.33%) Data Analysis
11 24 (9.92%) Machine Learning
12 23 (9.50%) Software Engineering
13 22 (9.09%) ETL
14 20 (8.26%) Mathematics
15 19 (7.85%) B2B
15 19 (7.85%) Data Architecture
16 18 (7.44%) E-Commerce
17 17 (7.02%) CRM
17 17 (7.02%) Data Modelling
Programming Languages
1 75 (30.99%) SQL
2 70 (28.93%) JavaScript
3 54 (22.31%) Python
4 52 (21.49%) C#
5 26 (10.74%) C
6 25 (10.33%) T-SQL
7 20 (8.26%) PHP
8 17 (7.02%) Java
9 15 (6.20%) R
10 10 (4.13%) C++
11 6 (2.48%) PL/SQL
12 5 (2.07%) Scala
12 5 (2.07%) VBA
13 4 (1.65%) Clojure
13 4 (1.65%) Perl
13 4 (1.65%) VB
13 4 (1.65%) VB.NET
14 3 (1.24%) VB6
15 2 (0.83%) TypeScript
16 1 (0.41%) Go
Qualifications
1 36 (14.88%) Degree
2 19 (7.85%) Security Cleared
3 11 (4.55%) Numerate Degree
3 11 (4.55%) SC Cleared
4 8 (3.31%) Computer Science Degree
5 6 (2.48%) DV Cleared
6 5 (2.07%) CISA
6 5 (2.07%) PhD
7 4 (1.65%) CISM
7 4 (1.65%) CISSP
7 4 (1.65%) CRISC
7 4 (1.65%) ISEB
7 4 (1.65%) MBA
8 2 (0.83%) GCIH
8 2 (0.83%) GIAC
9 1 (0.41%) ITIL Certification
9 1 (0.41%) Master's Degree
9 1 (0.41%) PCI QSA
9 1 (0.41%) TOGAF Certification
Quality Assurance & Compliance
1 11 (4.55%) Data Quality
2 5 (2.07%) GDPR
2 5 (2.07%) PCI DSS
3 4 (1.65%) COBIT
3 4 (1.65%) QA
4 1 (0.41%) ISO 9001
4 1 (0.41%) ISO/IEC 12207
4 1 (0.41%) PA-DSS
System Software
1 9 (3.72%) Docker
2 7 (2.89%) Active Directory
3 6 (2.48%) Firmware
4 1 (0.41%) VirtualBox
4 1 (0.41%) vSphere
Systems Management
1 8 (3.31%) Docker Swarm
2 4 (1.65%) Opscode Chef
2 4 (1.65%) Puppet
3 3 (1.24%) Terraform
4 2 (0.83%) Oracle Enterprise Manager
5 1 (0.41%) Ansible
5 1 (0.41%) Kubernetes
5 1 (0.41%) Oozie
5 1 (0.41%) Salt
Vendors
1 53 (21.90%) Google
2 37 (15.29%) Microsoft
3 20 (8.26%) Tableau
4 17 (7.02%) Oracle
4 17 (7.02%) SAP
5 15 (6.20%) HP
6 11 (4.55%) Adobe
7 5 (2.07%) Databricks
8 4 (1.65%) Citrix
8 4 (1.65%) Dynatrace
8 4 (1.65%) PayPal
8 4 (1.65%) Riverbed
8 4 (1.65%) Splunk
8 4 (1.65%) VMware
9 3 (1.24%) Qualys
9 3 (1.24%) Salesforce.com
10 2 (0.83%) Alteryx
10 2 (0.83%) Pardot
10 2 (0.83%) Telerik
11 1 (0.41%) Marketo