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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East / Hampshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 106 137 132
Rank change year-on-year +31 -5  
Permanent jobs citing Data Analysis 65 54 61
As % of all permanent IT jobs advertised in Hampshire 2.20% 1.57% 1.65%
As % of the Processes & Methodologies category 2.54% 1.83% 1.91%
Number of salaries quoted 51 50 51
Median salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25%  
90% offered a salary of more than £27,500 £27,000 £28,000
10% offered a salary of more than £55,000 £58,000 £70,000
UK excluding London median salary £38,500 £40,000 £37,500
% change year-on-year -3.75% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hampshire
Permanent job vacancies with a requirement for process and methodology skills 2555 2952 3192
As % of all permanent IT job vacancies advertised in Hampshire 86.41% 85.89% 86.15%
Number of salaries quoted 2258 2561 2614
Median salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.55%  
90% offered a salary of more than £30,000 £28,300 £28,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 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 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Fareham +31 15 £42,500 +54.54% 2
Southampton +7 9 £32,500 -18.75% 1
Farnborough +9 8 £45,000 +50.00%
Portsmouth -7 8 £38,750 +3.33% 2
Havant +12 6 £55,000 +10.00% 1
Hook - 4 £28,500 - 2
Andover +15 2 £45,000 +12.50% 1
Waterlooville - 1 £47,500 -
Data Analysis
South East

For the 6 months to 26 June 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 71 (63.39%) SQL
2 36 (32.14%) Business Intelligence
3 35 (31.25%) Python
4 33 (29.46%) Big Data
5 32 (28.57%) SQL Server
6 31 (27.68%) Agile Software Development
7 30 (26.79%) Degree
8 28 (25.00%) Oracle
8 28 (25.00%) Java
9 23 (20.54%) Microsoft
9 23 (20.54%) Analytical Skills
10 22 (19.64%) E-Commerce
10 22 (19.64%) Microsoft Excel
11 21 (18.75%) T-SQL
12 20 (17.86%) JavaScript
12 20 (17.86%) Mathematics
13 19 (16.96%) R
13 19 (16.96%) Windows
14 18 (16.07%) CSS
14 18 (16.07%) PL/SQL
14 18 (16.07%) SQL Server Analysis Services
14 18 (16.07%) SQL Server 2008
14 18 (16.07%) SQL Server Integration Services
14 18 (16.07%) SQL Server Reporting Services
15 17 (15.18%) Analytics
15 17 (15.18%) REST
15 17 (15.18%) SOAP
15 17 (15.18%) Project Management
16 16 (14.29%) SAP
16 16 (14.29%) Statistics

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 15 (13.39%) Apache Spark
2 8 (7.14%) Elasticsearch
3 4 (3.57%) BizTalk Server
4 3 (2.68%) CMS
4 3 (2.68%) SharePoint
5 2 (1.79%) NServiceBus
6 1 (0.89%) Anypoint
Applications
1 22 (19.64%) Microsoft Excel
2 14 (12.50%) Microsoft Office
3 8 (7.14%) Microsoft PowerPoint
4 1 (0.89%) MS Visio
4 1 (0.89%) SPSS
4 1 (0.89%) SPSS Modeler
Business Applications
1 8 (7.14%) SAP Oil and Gas
2 6 (5.36%) Dynamics NAV
3 4 (3.57%) Hyperion Planning
4 2 (1.79%) assyst
4 2 (1.79%) FastStats
4 2 (1.79%) Oracle EBS
4 2 (1.79%) Oracle EBS R12
4 2 (1.79%) Oracle ERP
5 1 (0.89%) Cognos Business Intelligence
5 1 (0.89%) Dynamics CRM
Cloud Services
1 10 (8.93%) Microsoft Azure
2 9 (8.04%) Amazon AWS
3 2 (1.79%) Office 365
Communications & Networking
1 3 (2.68%) Cisco IOS
1 3 (2.68%) SSH
1 3 (2.68%) Telnet
2 2 (1.79%) 3G
2 2 (1.79%) 4G
2 2 (1.79%) Bluetooth
2 2 (1.79%) Extranet
2 2 (1.79%) Internet
2 2 (1.79%) Intranet
2 2 (1.79%) Wi-Fi
3 1 (0.89%) SMS
Database & Business Intelligence
1 33 (29.46%) Big Data
2 32 (28.57%) SQL Server
3 18 (16.07%) SQL Server 2008
3 18 (16.07%) SQL Server Analysis Services
3 18 (16.07%) SQL Server Integration Services
3 18 (16.07%) SQL Server Reporting Services
4 10 (8.93%) Relational Database
5 8 (7.14%) Data Warehouse
5 8 (7.14%) Hadoop
5 8 (7.14%) PostgreSQL
5 8 (7.14%) SAP BW
6 7 (6.25%) Crystal Reports
7 6 (5.36%) NoSQL
8 5 (4.46%) MySQL
8 5 (4.46%) Power BI
8 5 (4.46%) QlikView
9 3 (2.68%) Data Mining
9 3 (2.68%) Essbase
9 3 (2.68%) MS Access
10 2 (1.79%) GIS
Development Applications
1 10 (8.93%) Git (software)
2 6 (5.36%) JIRA
3 5 (4.46%) NUnit
4 3 (2.68%) Atlassian Bamboo
4 3 (2.68%) Jenkins
4 3 (2.68%) Octopus Deploy
4 3 (2.68%) SpecFlow
4 3 (2.68%) TeamCity
4 3 (2.68%) Travis CI
4 3 (2.68%) Visual Studio
5 2 (1.79%) Moq
General
1 12 (10.71%) Finance
2 10 (8.93%) Electronics
3 9 (8.04%) Manufacturing
4 8 (7.14%) Financial Institution
4 8 (7.14%) Marketing
4 8 (7.14%) Telecoms
5 7 (6.25%) Retail
6 3 (2.68%) Aerospace
7 2 (1.79%) Back Office
8 1 (0.89%) Automotive
8 1 (0.89%) Avionics
8 1 (0.89%) Military
Job Titles
1 35 (31.25%) Developer
2 33 (29.46%) Analyst
3 18 (16.07%) Data Analyst
3 18 (16.07%) SQL Analyst
4 16 (14.29%) Python Developer
5 15 (13.39%) Data Scientist
5 15 (13.39%) Senior Developer
6 11 (9.82%) SQL Data Analyst
7 10 (8.93%) Consultant
7 10 (8.93%) Data Engineer
7 10 (8.93%) Support Analyst
8 9 (8.04%) Java Developer
8 9 (8.04%) Senior Java Developer
9 8 (7.14%) Analyst Developer
9 8 (7.14%) Software Developer
9 8 (7.14%) SQL Developer
10 7 (6.25%) SQL Support Analyst
11 6 (5.36%) Senior Python Developer
12 5 (4.46%) Architect
12 5 (4.46%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 18 (16.07%) CSS
2 17 (15.18%) REST
2 17 (15.18%) SOAP
3 14 (12.50%) Web Services
3 14 (12.50%) XML
4 13 (11.61%) HTML
5 12 (10.71%) Django
6 11 (9.82%) jQuery
7 9 (8.04%) .NET
7 9 (8.04%) Hibernate
7 9 (8.04%) J2EE
7 9 (8.04%) JMS
7 9 (8.04%) Spring
8 6 (5.36%) AngularJS
9 5 (4.46%) HTML5
10 4 (3.57%) Ajax
10 4 (3.57%) ASP.NET
10 4 (3.57%) ASP.NET MVC
10 4 (3.57%) NumPy
11 3 (2.68%) WSDL
Miscellaneous
1 23 (20.54%) Analytical Skills
2 15 (13.39%) Computer Science
3 14 (12.50%) Algorithms
4 10 (8.93%) Management Information System
5 9 (8.04%) Greenfield Project
6 4 (3.57%) User Experience
7 3 (2.68%) FMCG
8 2 (1.79%) Data Structures
8 2 (1.79%) Wiki
9 1 (0.89%) Device Driver
9 1 (0.89%) Grid Computing
9 1 (0.89%) Robotics
9 1 (0.89%) Smart Meter
Operating Systems
1 19 (16.96%) Windows
2 10 (8.93%) Linux
Processes & Methodologies
1 36 (32.14%) Business Intelligence
2 31 (27.68%) Agile Software Development
3 22 (19.64%) E-Commerce
4 20 (17.86%) Mathematics
5 17 (15.18%) Analytics
5 17 (15.18%) Project Management
6 16 (14.29%) Statistics
7 15 (13.39%) Visualisation
8 14 (12.50%) Data Management
9 13 (11.61%) Machine Learning
9 13 (11.61%) SDLC
10 11 (9.82%) Data Analytics
10 11 (9.82%) Data Architecture
10 11 (9.82%) Data Visualisation
11 10 (8.93%) Change Control
11 10 (8.93%) Data Modelling
11 10 (8.93%) TDD
11 10 (8.93%) User Acceptance Testing
12 9 (8.04%) Physics
12 9 (8.04%) Programme Management
Programming Languages
1 71 (63.39%) SQL
2 35 (31.25%) Python
3 28 (25.00%) Java
4 21 (18.75%) T-SQL
5 20 (17.86%) JavaScript
6 19 (16.96%) R
7 18 (16.07%) PL/SQL
8 8 (7.14%) C++
9 7 (6.25%) C#
10 6 (5.36%) C
11 4 (3.57%) MATLAB
12 3 (2.68%) VBA
13 2 (1.79%) Ruby
Qualifications
1 30 (26.79%) Degree
2 12 (10.71%) Security Cleared
3 10 (8.93%) SC Cleared
4 7 (6.25%) PhD
5 3 (2.68%) Microsoft Certification
6 2 (1.79%) MCP
Quality Assurance & Compliance
1 10 (8.93%) QA
2 5 (4.46%) SLA
3 2 (1.79%) Data Quality
4 1 (0.89%) Def Stans
System Software
1 3 (2.68%) Docker
1 3 (2.68%) Terminal Services
Systems Management
1 3 (2.68%) Marathon
Vendors
1 28 (25.00%) Oracle
2 23 (20.54%) Microsoft
3 16 (14.29%) SAP
4 10 (8.93%) MuleSoft
5 4 (3.57%) Cognos
5 4 (3.57%) Hyperion
6 3 (2.68%) Cisco
6 3 (2.68%) EMC
6 3 (2.68%) RedPrairie
7 1 (0.89%) Google
7 1 (0.89%) IBM
7 1 (0.89%) SIMUL8
7 1 (0.89%) Tableau
Andover, Hampshire
Greywood Associates Limited
Salary: £17000 - £25000 per annum + Benefits
Posted: 3 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £38000 - £45000 per annum + Benefits
Posted: 4 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + bonus, pension medical etc
Posted: 2 days ago
Hook, Hampshire
Net Talent
Posted: 5 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 4 days ago
Fareham
Spectrum IT
Posted: 27 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 17 days ago
Havant
Spectrum IT
Salary: £50000 - £60000 per annum + 25
Posted: 26 days ago
Portsmouth
aap3
Salary: £45000.00 - £48000.00 per annum
Posted: 21 days ago