Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East > Hampshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 153 194 149
Rank change year-on-year +41 -45 +40
Permanent jobs citing Data Analysis 123 76 133
As % of all permanent IT jobs advertised in Hampshire 1.91% 1.11% 1.85%
As % of the Processes & Methodologies category 2.21% 1.27% 2.11%
Number of salaries quoted 114 65 120
Hampshire median annual salary £42,500 £38,500 £32,500
Median salary % change year-on-year +10.39% +18.46% -22.62%
10th Percentile £27,500 £18,800 £21,950
90th Percentile £58,750 £55,000 £60,000
South East median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -5.88%

Data Analysis 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 5573 5978 6315
As % of all permanent IT jobs advertised in Hampshire 86.67% 87.21% 87.62%
Number of salaries quoted 4773 5118 5319
Hampshire median annual salary £42,500 £41,500 £42,500
Median salary % change year-on-year +2.41% -2.35% +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

Data Analysis
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Data Analysis in Hampshire

Data Analysis
Salary Trend in Hampshire

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

Salary trend for Data Analysis in Hampshire

Data Analysis
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Analysis in Hampshire over the 6 months to 24 November 2017.

Salary histogram for Data Analysis in Hampshire

Data Analysis
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Hampshire region over the 6 months to 24 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
Fareham +34 34 £42,500 +28.79% 3
Southampton -17 19 £42,500 +6.25% 1
Winchester +18 17 £42,500 -10.53% 2
Portsmouth -9 10 £42,500 +10.39% 2
Petersfield - 10 £40,000 -
Farnborough +4 7 £26,000 -13.33% 1
Eastleigh +1 4 £42,500 +6.25%
Hook -1 4 £28,250 -49.78%
Basingstoke 0 2 £45,000 +38.46%
Havant -1 2 £55,000 +10.00%
Andover - 1 £47,500 -
Data Analysis
South East

For the 6 months to 24 November 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 53 (43.09%) SQL
2 51 (41.46%) Agile Software Development
3 48 (39.02%) Python
4 38 (30.89%) Big Data
5 34 (27.64%) CSS
5 34 (27.64%) JavaScript
6 32 (26.02%) HTML
7 30 (24.39%) Analytics
8 26 (21.14%) Apache Spark
9 25 (20.33%) Data Analytics
9 25 (20.33%) Django
9 25 (20.33%) Git (software)
9 25 (20.33%) Windows
10 24 (19.51%) Finance
11 22 (17.89%) Linux
11 22 (17.89%) jQuery
11 22 (17.89%) Continuous Integration
11 22 (17.89%) Degree
11 22 (17.89%) Big Data Analytics
11 22 (17.89%) Microsoft Azure
11 22 (17.89%) Amazon AWS
12 21 (17.07%) Business Analysis
12 21 (17.07%) JIRA
12 21 (17.07%) Data Modelling
13 19 (15.45%) PostgreSQL
13 19 (15.45%) Elasticsearch
14 18 (14.63%) Responsive Web Design
14 18 (14.63%) Web Design
14 18 (14.63%) Front End Development
14 18 (14.63%) Workload Management

Data Analysis
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 26 (21.14%) Apache Spark
2 19 (15.45%) Elasticsearch
3 4 (3.25%) SharePoint
4 2 (1.63%) JBoss
4 2 (1.63%) NServiceBus
4 2 (1.63%) Oracle Workflow
5 1 (0.81%) IIS
5 1 (0.81%) SAP Portal
5 1 (0.81%) SAS
Applications
1 10 (8.13%) Microsoft Excel
2 6 (4.88%) Microsoft PowerPoint
3 4 (3.25%) Microsoft Office
4 2 (1.63%) Microsoft Project
4 2 (1.63%) MS Visio
Business Applications
1 5 (4.07%) Hyperion Planning
2 3 (2.44%) Dynamics NAV
2 3 (2.44%) Salesforce.com CRM
3 2 (1.63%) assyst
3 2 (1.63%) Remedy ITSM
3 2 (1.63%) SAP ERP
Cloud Services
1 22 (17.89%) Amazon AWS
1 22 (17.89%) Microsoft Azure
2 1 (0.81%) Adobe Analytics
2 1 (0.81%) Google Analytics
Communications & Networking
1 1 (0.81%) DNS
1 1 (0.81%) Firewall
1 1 (0.81%) Reverse Proxy
1 1 (0.81%) SMS
1 1 (0.81%) SSL
Database & Business Intelligence
1 38 (30.89%) Big Data
2 19 (15.45%) PostgreSQL
3 17 (13.82%) SQL Server
4 10 (8.13%) Data Warehouse
4 10 (8.13%) Relational Database
5 7 (5.69%) NoSQL
6 4 (3.25%) Data Mining
6 4 (3.25%) Essbase
6 4 (3.25%) Hadoop
7 3 (2.44%) QlikView
7 3 (2.44%) SQL Server Analysis Services
7 3 (2.44%) SQL Server Integration Services
7 3 (2.44%) SQL Server Reporting Services
8 2 (1.63%) Geospatial Data
8 2 (1.63%) GIS
8 2 (1.63%) HBase
8 2 (1.63%) Redis
8 2 (1.63%) SQL Server 2008
Development Applications
1 25 (20.33%) Git (software)
2 21 (17.07%) JIRA
3 4 (3.25%) Atlassian Bamboo
3 4 (3.25%) Jenkins
3 4 (3.25%) Travis CI
4 2 (1.63%) Moq
4 2 (1.63%) NUnit
5 1 (0.81%) Team Foundation Server
General
1 24 (19.51%) Finance
2 12 (9.76%) Manufacturing
3 7 (5.69%) Marketing
4 6 (4.88%) Telecoms
5 4 (3.25%) Electronics
5 4 (3.25%) Financial Institution
6 3 (2.44%) Retail
7 2 (1.63%) Back Office
7 2 (1.63%) Legal
Job Titles
1 47 (38.21%) Analyst
2 43 (34.96%) Developer
3 29 (23.58%) Python Developer
4 23 (18.70%) Business Analyst
5 15 (12.20%) Data Scientist
5 15 (12.20%) JavaScript Developer
6 12 (9.76%) Business Change Analyst
6 12 (9.76%) Business Change Business Analyst
6 12 (9.76%) SQL Developer
7 10 (8.13%) Business IT Analyst
7 10 (8.13%) Change Analyst
7 10 (8.13%) IT Analyst
7 10 (8.13%) IT Business Analyst
8 9 (7.32%) Business Systems Analyst
8 9 (7.32%) Data Analyst
8 9 (7.32%) Senior Developer
8 9 (7.32%) Software Developer
8 9 (7.32%) Systems Analyst
9 8 (6.50%) Graduate
9 8 (6.50%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 34 (27.64%) CSS
2 32 (26.02%) HTML
3 25 (20.33%) Django
4 22 (17.89%) jQuery
5 9 (7.32%) XML
6 5 (4.07%) REST
6 5 (4.07%) Web Services
7 4 (3.25%) NumPy
7 4 (3.25%) SOAP
8 3 (2.44%) J2EE
8 3 (2.44%) Natural Language Processing
9 2 (1.63%) .NET
9 2 (1.63%) ActiveMQ
9 2 (1.63%) Apache Camel
9 2 (1.63%) HTML5
10 1 (0.81%) AngularJS
10 1 (0.81%) Celery
10 1 (0.81%) Hibernate
10 1 (0.81%) JMS
10 1 (0.81%) SAP Fiori
Miscellaneous
1 15 (12.20%) Analytical Skills
2 10 (8.13%) Algorithms
2 10 (8.13%) Computer Science
3 7 (5.69%) Mainframe
3 7 (5.69%) Management Information System
4 4 (3.25%) FMCG
4 4 (3.25%) Greenfield Project
5 3 (2.44%) Data Structures
5 3 (2.44%) Virtual Team
6 2 (1.63%) Enterprise Software
6 2 (1.63%) User Experience
6 2 (1.63%) Wiki
7 1 (0.81%) Driving Licence
Operating Systems
1 25 (20.33%) Windows
2 22 (17.89%) Linux
3 7 (5.69%) Unix
Processes & Methodologies
1 51 (41.46%) Agile Software Development
2 30 (24.39%) Analytics
3 25 (20.33%) Data Analytics
4 22 (17.89%) Big Data Analytics
4 22 (17.89%) Continuous Integration
5 21 (17.07%) Business Analysis
5 21 (17.07%) Data Modelling
6 18 (14.63%) Front End Development
6 18 (14.63%) Responsive Web Design
6 18 (14.63%) Web Design
6 18 (14.63%) Workload Management
7 15 (12.20%) Project Management
7 15 (12.20%) SDLC
8 14 (11.38%) Mathematics
8 14 (11.38%) Waterfall
9 13 (10.57%) Physics
9 13 (10.57%) Stakeholder Management
10 12 (9.76%) Continuous Improvement
10 12 (9.76%) Scrum
10 12 (9.76%) Validation
Programming Languages
1 53 (43.09%) SQL
2 48 (39.02%) Python
3 34 (27.64%) JavaScript
4 17 (13.82%) Java
5 14 (11.38%) R
6 12 (9.76%) C
7 10 (8.13%) C++
7 10 (8.13%) T-SQL
8 5 (4.07%) MATLAB
9 3 (2.44%) PL/SQL
10 2 (1.63%) C#
10 2 (1.63%) Ruby
Qualifications
1 22 (17.89%) Degree
2 13 (10.57%) Security Cleared
3 11 (8.94%) PhD
3 11 (8.94%) SC Cleared
4 3 (2.44%) Microsoft Certification
5 2 (1.63%) ISEB
Quality Assurance & Compliance
1 6 (4.88%) QA
2 5 (4.07%) SLA
3 3 (2.44%) Data Quality
4 2 (1.63%) PMO
System Software
1 2 (1.63%) Active Directory
2 1 (0.81%) Docker
Systems Management
1 3 (2.44%) Oracle EDQ
2 1 (0.81%) Marathon
Vendors
1 10 (8.13%) Oracle
2 9 (7.32%) Microsoft
3 7 (5.69%) SAP
4 5 (4.07%) Hyperion
4 5 (4.07%) Salesforce.com
5 3 (2.44%) Remedy
6 2 (1.63%) MuleSoft
7 1 (0.81%) Adobe
7 1 (0.81%) Google
7 1 (0.81%) Hitwise
7 1 (0.81%) Tableau