Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
South East > Hampshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 81 118 136
Rank change year-on-year +37 +18 -60
Permanent jobs citing Analytics 244 147 150
As % of all permanent IT jobs advertised in Hampshire 3.68% 2.60% 2.24%
As % of the Processes & Methodologies category 4.07% 2.92% 2.52%
Number of salaries quoted 213 136 140
Hampshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £30,729 £26,250 £26,700
90th Percentile £66,000 £62,500 £92,500
South East median annual salary £52,251 £50,000 £50,000
% change year-on-year +4.50% - +11.11%

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 5,994 5,027 5,941
As % of all permanent IT jobs advertised in Hampshire 90.46% 88.85% 88.63%
Number of salaries quoted 4,838 4,332 5,153
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £65,000 £62,500
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 20 October 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 20 October 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 +37 48 £40,000 -15.79% 5
Southampton +20 43 £45,500 -11.22% 7
Havant +19 39 £40,000 -43.86% 4
Fareham -3 23 £75,000 +76.47% 4
Basingstoke -40 21 £60,000 +41.18% 2
Winchester +4 13 £30,000 -33.33% 1
Aldershot -4 7 £60,000 +100.00% 1
Farnborough -2 6 £45,000 +5.88% 2
Petersfield +19 5 £41,000 +26.15% 3
Eastleigh -11 5 £25,000 -50.00%
Fleet -17 2 - -
Alton - 2 - -
Ringwood - 2 £36,500 - 1
Romsey - 2 £57,500 - 3
Andover -7 1 £50,000 +42.86%
Analytics
South East

For the 6 months to 20 October 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 98 (40.16%) SQL
2 79 (32.38%) Business Intelligence
3 75 (30.74%) JavaScript
4 65 (26.64%) Agile Software Development
5 59 (24.18%) SQL Server
6 57 (23.36%) .NET
7 53 (21.72%) C#
7 53 (21.72%) Microsoft
8 52 (21.31%) Google
9 51 (20.90%) Data Analytics
10 43 (17.62%) Google Analytics
10 43 (17.62%) Amazon AWS
10 43 (17.62%) Marketing
10 43 (17.62%) Python
10 43 (17.62%) HTML
11 42 (17.21%) Visualisation
12 39 (15.98%) NoSQL
12 39 (15.98%) CSS
12 39 (15.98%) Web Services
13 38 (15.57%) T-SQL
13 38 (15.57%) Finance
14 37 (15.16%) Software Engineering
15 34 (13.93%) Security Cleared
16 32 (13.11%) Tableau
16 32 (13.11%) TDD
17 31 (12.70%) Artificial Intelligence
18 30 (12.30%) SC Cleared
18 30 (12.30%) Analytical Skills
19 29 (11.89%) JIRA
19 29 (11.89%) MVC

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 (7.38%) Apache Spark
2 10 (4.10%) SAS
3 9 (3.69%) CMS
4 6 (2.46%) Apache
5 5 (2.05%) Apache Solr
6 4 (1.64%) WordPress
7 3 (1.23%) IIS
8 2 (0.82%) Marvel
9 1 (0.41%) Apache Pig
9 1 (0.41%) Elasticsearch
9 1 (0.41%) Jupyter
9 1 (0.41%) Oracle SOA Suite
9 1 (0.41%) Oracle Workflow
9 1 (0.41%) Umbraco
Applications
1 6 (2.46%) Microsoft Excel
2 5 (2.05%) Adobe Illustrator
2 5 (2.05%) Photoshop
3 4 (1.64%) InDesign
4 2 (0.82%) InVision
4 2 (0.82%) Microsoft Office
5 1 (0.41%) Microsoft PowerPoint
5 1 (0.41%) SPSS
Business Applications
1 9 (3.69%) SAP Oil and Gas
2 4 (1.64%) Dynamics CRM
2 4 (1.64%) Oracle EBS
2 4 (1.64%) PeopleSoft HCM
3 2 (0.82%) SAP S/4HANA
4 1 (0.41%) Magento
4 1 (0.41%) Payment Gateway
4 1 (0.41%) Workday HCM
Cloud Services
1 43 (17.62%) Amazon AWS
1 43 (17.62%) Google Analytics
2 20 (8.20%) Microsoft Azure
3 19 (7.79%) SaaS
4 10 (4.10%) Serverless
5 8 (3.28%) AdWords
5 8 (3.28%) PaaS
6 7 (2.87%) AWS Lambda
6 7 (2.87%) Cloud Computing
7 5 (2.05%) Cortana Intelligence Suite
8 4 (1.64%) Azure Machine Learning
8 4 (1.64%) IaaS
9 3 (1.23%) Azure Functions
10 2 (0.82%) Apigee
11 1 (0.41%) Adobe Analytics
11 1 (0.41%) Adobe Creative Cloud
11 1 (0.41%) Amazon S3
11 1 (0.41%) Amazon SQS
11 1 (0.41%) Dynamics 365
11 1 (0.41%) GitHub
Communications & Networking
1 10 (4.10%) TCP/IP
1 10 (4.10%) VLAN
2 9 (3.69%) Internet
3 1 (0.41%) DNS
3 1 (0.41%) Extranet
3 1 (0.41%) Firewall
Database & Business Intelligence
1 59 (24.18%) SQL Server
2 39 (15.98%) NoSQL
3 26 (10.66%) Big Data
4 23 (9.43%) SQL Server 2016
5 22 (9.02%) Hadoop
6 18 (7.38%) MongoDB
7 17 (6.97%) BusinessObjects
7 17 (6.97%) RDBMS
7 17 (6.97%) Relational Database
8 15 (6.15%) SAP BW
9 14 (5.74%) Apache Cassandra
9 14 (5.74%) MySQL
9 14 (5.74%) Power BI
10 13 (5.33%) BusinessObjects Business Intelligence
10 13 (5.33%) Crystal Reports
10 13 (5.33%) SAP HANA
11 12 (4.92%) BusinessObjects Web Intelligence
11 12 (4.92%) Lumira
12 11 (4.51%) Data Warehouse
12 11 (4.51%) SQL Server Analysis Services
Development Applications
1 29 (11.89%) JIRA
2 13 (5.33%) Jenkins
3 11 (4.51%) GitLab
4 10 (4.10%) Git (software)
4 10 (4.10%) Vagrant
5 5 (2.05%) Visual Studio
6 4 (1.64%) Dreamweaver
7 3 (1.23%) Visual Studio Team System
8 2 (0.82%) Atlassian Bamboo
8 2 (0.82%) Axure RP
8 2 (0.82%) webpack
9 1 (0.41%) Balsamiq Mockups
9 1 (0.41%) Bitbucket
9 1 (0.41%) SQL Server Management Studio (SSMS)
9 1 (0.41%) Sublime Text
9 1 (0.41%) Toad
General
1 43 (17.62%) Marketing
2 38 (15.57%) Finance
3 28 (11.48%) Telecoms
4 25 (10.25%) Manufacturing
5 20 (8.20%) Retail
6 12 (4.92%) Electronics
7 6 (2.46%) Back Office
8 4 (1.64%) Banking
8 4 (1.64%) Brand Awareness
8 4 (1.64%) Military
9 3 (1.23%) Billing
10 2 (0.82%) Financial Institution
10 2 (0.82%) Games
10 2 (0.82%) Law
10 2 (0.82%) Legal
10 2 (0.82%) Publishing
11 1 (0.41%) Aerospace
11 1 (0.41%) Automotive
11 1 (0.41%) Pharmaceutical
Job Titles
1 68 (27.87%) Developer
2 26 (10.66%) Analyst
3 22 (9.02%) .NET Developer
4 20 (8.20%) Software Engineer
5 18 (7.38%) C# Developer
6 15 (6.15%) Business Intelligence Manager
6 15 (6.15%) C# .NET Developer
6 15 (6.15%) Front End Developer (Client-Side Developer)
6 15 (6.15%) JavaScript Developer
7 13 (5.33%) SAP Manager
8 12 (4.92%) Administrator
8 12 (4.92%) Architect
8 12 (4.92%) DevOps Engineer
8 12 (4.92%) Python Developer
9 9 (3.69%) Consultant
9 9 (3.69%) DBA
9 9 (3.69%) HTML CSS Developer
9 9 (3.69%) HTML Developer
9 9 (3.69%) SQL DBA
10 8 (3.28%) .NET Software Engineer
Libraries, Frameworks & Software Standards
1 57 (23.36%) .NET
2 43 (17.62%) HTML
3 39 (15.98%) CSS
3 39 (15.98%) Web Services
4 26 (10.66%) AngularJS
4 26 (10.66%) ASP.NET
5 25 (10.25%) ASP.NET MVC
6 23 (9.43%) CSS3
6 23 (9.43%) HTML5
7 20 (8.20%) React
8 19 (7.79%) .NET Framework
9 14 (5.74%) jQuery
10 13 (5.33%) SAP Fiori
10 13 (5.33%) Vue.js
11 11 (4.51%) SAPUI5
12 10 (4.10%) Node.js
13 9 (3.69%) ASP.NET Web API
13 9 (3.69%) Middleware
14 7 (2.87%) Kafka
14 7 (2.87%) Pandas
Miscellaneous
1 30 (12.30%) Analytical Skills
2 14 (5.74%) Computer Science
3 13 (5.33%) Life Science
4 11 (4.51%) Video on Demand
5 10 (4.10%) User Experience
6 9 (3.69%) Algorithms
6 9 (3.69%) Management Information System
7 8 (3.28%) Acoustics
7 8 (3.28%) Enterprise Software
7 8 (3.28%) Industry 4.0
7 8 (3.28%) Self-Motivation
7 8 (3.28%) Social Media
8 7 (2.87%) Greenfield Project
9 6 (2.46%) Security Operations Centre
10 5 (2.05%) Public Cloud
11 3 (1.23%) Driving Licence
11 3 (1.23%) Graphic Design
11 3 (1.23%) Pricing Data
12 2 (0.82%) CMDB
12 2 (0.82%) Robotics
Operating Systems
1 27 (11.07%) Linux
2 24 (9.84%) Windows
3 1 (0.41%) Windows Server 2008
Processes & Methodologies
1 79 (32.38%) Business Intelligence
2 65 (26.64%) Agile Software Development
3 51 (20.90%) Data Analytics
4 42 (17.21%) Visualisation
5 37 (15.16%) Software Engineering
6 32 (13.11%) TDD
7 31 (12.70%) Artificial Intelligence
8 29 (11.89%) MVC
9 25 (10.25%) DevOps
9 25 (10.25%) Problem-Solving
9 25 (10.25%) Web Analytics
10 22 (9.02%) Data Management
10 22 (9.02%) Machine Learning
11 21 (8.61%) E-Commerce
11 21 (8.61%) ERP
12 19 (7.79%) Data Architecture
12 19 (7.79%) Mentoring
13 18 (7.38%) Data Visualisation
14 17 (6.97%) Digital Marketing
14 17 (6.97%) Performance Tuning
Programming Languages
1 98 (40.16%) SQL
2 75 (30.74%) JavaScript
3 53 (21.72%) C#
4 43 (17.62%) Python
5 38 (15.57%) T-SQL
6 24 (9.84%) C
7 21 (8.61%) Java
8 20 (8.20%) C++
9 11 (4.51%) PHP
10 10 (4.10%) Bash Shell
10 10 (4.10%) Go
10 10 (4.10%) PowerShell
10 10 (4.10%) Ruby
11 9 (3.69%) R
12 8 (3.28%) VB.NET
13 6 (2.46%) VBA
14 4 (1.64%) PL/SQL
14 4 (1.64%) VB
15 3 (1.23%) VB6
16 1 (0.41%) F#
Qualifications
1 34 (13.93%) Security Cleared
2 30 (12.30%) SC Cleared
3 28 (11.48%) Degree
4 17 (6.97%) DV Cleared
5 12 (4.92%) Computer Science Degree
6 7 (2.87%) CISSP
6 7 (2.87%) Numerate Degree
7 5 (2.05%) PhD
8 4 (1.64%) SANS
9 2 (0.82%) Master's Degree
10 1 (0.41%) CISA
10 1 (0.41%) ISEB
10 1 (0.41%) ISTQB
10 1 (0.41%) ITIL Certification
10 1 (0.41%) MBA
Quality Assurance & Compliance
1 11 (4.51%) QA
2 7 (2.87%) GPG13
3 5 (2.05%) Data Quality
4 3 (1.23%) PCI DSS
5 2 (0.82%) PA-DSS
6 1 (0.41%) Cyber Essentials
6 1 (0.41%) ISO 9001
6 1 (0.41%) ISO/IEC 12207
6 1 (0.41%) ISO/IEC 27001
6 1 (0.41%) SLA
System Software
1 19 (7.79%) Docker
2 10 (4.10%) VirtualBox
2 10 (4.10%) vSphere
3 8 (3.28%) Active Directory
4 1 (0.41%) Virtual Machines
Systems Management
1 16 (6.56%) Kubernetes
2 13 (5.33%) Opscode Chef
2 13 (5.33%) Puppet
3 11 (4.51%) Ansible
4 10 (4.10%) Salt
5 3 (1.23%) Terraform
6 2 (0.82%) Nagios
7 1 (0.41%) Systems Management Server (SMS)
Vendors
1 53 (21.72%) Microsoft
2 52 (21.31%) Google
3 32 (13.11%) Tableau
4 26 (10.66%) SAP
5 16 (6.56%) Oracle
6 8 (3.28%) HP
7 6 (2.46%) Adobe
7 6 (2.46%) Databricks
8 4 (1.64%) Cognizant
8 4 (1.64%) Intel
8 4 (1.64%) PeopleSoft
9 3 (1.23%) MuleSoft
9 3 (1.23%) Telerik
10 2 (0.82%) BMC
10 2 (0.82%) CA
10 2 (0.82%) IBM
10 2 (0.82%) Optimizely
10 2 (0.82%) Salesforce.com
10 2 (0.82%) Teradata
11 1 (0.41%) Workday