Period
to 25 May 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Hampshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 25 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Hampshire
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 34 46 42
Rank change year-on-year +12 -4 -1
Permanent jobs citing Analytical Skills 512 327 415
As % of all permanent IT jobs advertised in Hampshire 7.52% 5.58% 6.20%
As % of the Miscellaneous category 18.65% 16.01% 16.00%
Number of salaries quoted 398 265 353
Hampshire median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £28,375 £23,000 £23,750
90th Percentile £78,000 £58,250 £67,500
South East median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Hampshire
Permanent vacancies with a requirement for generic IT skills 2,746 2,042 2,594
As % of all permanent IT jobs advertised in Hampshire 40.36% 34.87% 38.78%
Number of salaries quoted 2,230 1,727 2,227
Hampshire median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £26,250 £24,250 £24,500
90th Percentile £67,500 £65,000 £62,500
South East median annual salary £45,000 £43,000 £45,000
% change year-on-year +4.65% -4.44% +4.65%

Analytical Skills
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Analytical Skills in Hampshire

Analytical Skills
Salary Trend in Hampshire

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

Salary trend for Analytical Skills in Hampshire

Analytical Skills
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Analytical Skills in Hampshire over the 6 months to 25 May 2018.

Salary histogram for Analytical Skills in Hampshire

Analytical Skills
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Hampshire region over the 6 months to 25 May 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
Basingstoke +27 130 £60,000 +50.00% 8
Southampton +9 129 £37,500 - 14
Portsmouth +39 59 £39,000 -8.24% 14
Farnborough -15 49 £56,250 +25.00% 7
Winchester -1 25 £32,500 +18.18% 3
Havant +13 21 £46,000 +5.14% 3
Fareham -17 16 £31,000 -11.43% 1
Fleet -7 15 £33,750 -19.64%
Eastleigh -11 15 £33,500 -16.25% 4
Romsey - 5 £47,500 - 1
Andover -13 3 £35,000 +47.37%
Lyndhurst -1 2 £35,000 -10.26%
Wallington - 2 £45,000 -
Hook -11 1 £50,000 +100.00%
Waterlooville - 1 £45,000 -
Yateley - 1 £60,000 -
Petersfield - 1 £40,000 -
Analytical Skills
South East

For the 6 months to 25 May 2018, IT jobs citing Analytical Skills 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 Analytical Skills.

1 266 (51.95%) Problem-Solving
2 163 (31.84%) SQL
3 134 (26.17%) Degree
4 125 (24.41%) Agile Software Development
5 120 (23.44%) C#
6 109 (21.29%) Microsoft
7 93 (18.16%) HTML
8 82 (16.02%) Finance
9 76 (14.84%) Retail
10 73 (14.26%) Manufacturing
11 67 (13.09%) Linux
12 66 (12.89%) JavaScript
13 65 (12.70%) Self-Motivation
14 62 (12.11%) ITIL
15 60 (11.72%) SQL Server
16 59 (11.52%) CSS
16 59 (11.52%) Windows
16 59 (11.52%) Microsoft Excel
17 58 (11.33%) Web Services
18 57 (11.13%) Python
19 52 (10.16%) Business Intelligence
20 51 (9.96%) MVC
21 50 (9.77%) .NET
21 50 (9.77%) Java
22 48 (9.38%) Continuous Improvement
23 46 (8.98%) Microsoft Office
23 46 (8.98%) Data Analysis
24 45 (8.79%) Test Scripting
25 44 (8.59%) Project Management
25 44 (8.59%) Migration

Analytical Skills
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 10 (1.95%) Confluence
1 10 (1.95%) NServiceBus
2 8 (1.56%) Apache
2 8 (1.56%) JBoss
3 6 (1.17%) SAS
4 5 (0.98%) BizTalk Server
4 5 (0.98%) SharePoint
4 5 (0.98%) Tomcat
5 4 (0.78%) MS Project Server
5 4 (0.78%) WebLogic
6 3 (0.59%) IIS
6 3 (0.59%) IPython
6 3 (0.59%) Jupyter
6 3 (0.59%) Oracle SOA Suite
7 2 (0.39%) Apache Spark
7 2 (0.39%) MS Exchange
7 2 (0.39%) Oracle Workflow
7 2 (0.39%) Skype for Business
8 1 (0.20%) CMS
8 1 (0.20%) Exchange Server 2010
Applications
1 59 (11.52%) Microsoft Excel
2 46 (8.98%) Microsoft Office
3 29 (5.66%) Microsoft Project
4 14 (2.73%) Microsoft PowerPoint
5 11 (2.15%) SPSS
6 8 (1.56%) MS Visio
7 3 (0.59%) OrCAD
8 2 (0.39%) Photoshop
9 1 (0.20%) Stata
Business Applications
1 12 (2.34%) Dynamics CRM
2 9 (1.76%) SAP ERP
3 6 (1.17%) SAP CO
3 6 (1.17%) SAP FI
3 6 (1.17%) SAP FI/CO
4 4 (0.78%) Salesforce.com CRM
4 4 (0.78%) SAP MM
5 3 (0.59%) Dynamics AX
5 3 (0.59%) SAP QM
6 2 (0.39%) BusinessWorks
6 2 (0.39%) CA PPM
6 2 (0.39%) Eloqua
6 2 (0.39%) Oracle EBS
7 1 (0.20%) Maximo
7 1 (0.20%) Oracle EBS R12
7 1 (0.20%) Oracle ERP
7 1 (0.20%) Oracle Payables
7 1 (0.20%) SAP APO
7 1 (0.20%) SAP FSCM
7 1 (0.20%) SAP WM
Cloud Services
1 28 (5.47%) Amazon AWS
2 21 (4.10%) Basecamp
2 21 (4.10%) SaaS
3 16 (3.13%) Office 365
4 9 (1.76%) AWS Lambda
4 9 (1.76%) Microsoft Azure
4 9 (1.76%) Serverless
5 7 (1.37%) Dynamics 365
6 6 (1.17%) IaaS
6 6 (1.17%) PaaS
7 3 (0.59%) Cloud Computing
8 2 (0.39%) Amazon EMR
8 2 (0.39%) GitHub
8 2 (0.39%) Google Cloud Platform
Communications & Networking
1 27 (5.27%) Firewall
2 20 (3.91%) DNS
3 17 (3.32%) DHCP
3 17 (3.32%) HTTP
4 12 (2.34%) IPsec
5 11 (2.15%) WAN
6 10 (1.95%) BGP
6 10 (1.95%) Intrusion Detection
6 10 (1.95%) MPLS
6 10 (1.95%) Network Security
6 10 (1.95%) OSPF
6 10 (1.95%) RIP
6 10 (1.95%) SSL
6 10 (1.95%) VPLS
7 7 (1.37%) Internet
8 6 (1.17%) Fibre Channel
8 6 (1.17%) SAN
9 5 (0.98%) ATM
9 5 (0.98%) VPN
9 5 (0.98%) Wi-Fi
Database & Business Intelligence
1 60 (11.72%) SQL Server
2 34 (6.64%) MS Access
3 27 (5.27%) Data Warehouse
4 24 (4.69%) Big Data
5 16 (3.13%) SQL Server Reporting Services
6 14 (2.73%) Power BI
7 12 (2.34%) SQL Server Analysis Services
8 9 (1.76%) OLAP
8 9 (1.76%) SAP BW
9 5 (0.98%) Data Mart
9 5 (0.98%) OLAP Cube
10 4 (0.78%) DTS
11 3 (0.59%) Amazon Redshift
11 3 (0.59%) Enterprise Data Warehouse
11 3 (0.59%) InfluxDB
11 3 (0.59%) Looker
11 3 (0.59%) MySQL
11 3 (0.59%) Oracle Reports
11 3 (0.59%) SQL Server Integration Services
12 2 (0.39%) Relational Database
Development Applications
1 41 (8.01%) Git (software)
2 36 (7.03%) Team Foundation Server
3 13 (2.54%) JIRA
4 11 (2.15%) eCATT
4 11 (2.15%) LSMW
5 10 (1.95%) Selenium
6 9 (1.76%) Moq
6 9 (1.76%) NUnit
7 7 (1.37%) Visual Studio
8 5 (0.98%) Cucumber
9 4 (0.78%) Jasmine
9 4 (0.78%) Jenkins
9 4 (0.78%) Mocha
9 4 (0.78%) Subversion
10 3 (0.59%) SoapUI
10 3 (0.59%) SpecFlow
10 3 (0.59%) webpack
11 2 (0.39%) Gerrit
11 2 (0.39%) Octopus Deploy
11 2 (0.39%) TeamCity
General
1 82 (16.02%) Finance
2 76 (14.84%) Retail
3 73 (14.26%) Manufacturing
4 31 (6.05%) Publishing
5 28 (5.47%) Marketing
6 17 (3.32%) Telecoms
7 16 (3.13%) Electronics
8 14 (2.73%) Law
9 11 (2.15%) Billing
9 11 (2.15%) Legal
10 9 (1.76%) Banking
11 7 (1.37%) General Ledger
12 5 (0.98%) Advertising
12 5 (0.98%) Aerospace
13 3 (0.59%) Military
14 2 (0.39%) Games
15 1 (0.20%) German Language
Job Titles
1 111 (21.68%) Analyst
2 74 (14.45%) Consultant
3 73 (14.26%) Developer
4 58 (11.33%) Architect
5 46 (8.98%) Business Analyst
6 32 (6.25%) Implementation Consultant
7 29 (5.66%) Designer
8 22 (4.30%) Data Analyst
8 22 (4.30%) Implementation Manager
8 22 (4.30%) Software Consultant
9 21 (4.10%) Head of Implementation
9 21 (4.10%) Systems Architect
10 20 (3.91%) Systems Designer
11 19 (3.71%) SAP Consultant
12 17 (3.32%) Software Developer
12 17 (3.32%) Software Implementation Consultant
12 17 (3.32%) SQL Analyst
12 17 (3.32%) SQL Data Analyst
13 16 (3.13%) Software Analyst
14 15 (2.93%) Junior
Libraries, Frameworks & Software Standards
1 93 (18.16%) HTML
2 59 (11.52%) CSS
3 58 (11.33%) Web Services
4 50 (9.77%) .NET
5 44 (8.59%) AngularJS
6 30 (5.86%) XSLT
7 20 (3.91%) HTML5
8 13 (2.54%) jQuery
8 13 (2.54%) KnockoutJS
8 13 (2.54%) Middleware
8 13 (2.54%) NumPy
8 13 (2.54%) Pandas
9 12 (2.34%) NHibernate
10 11 (2.15%) EDI
10 11 (2.15%) IDoc
11 9 (1.76%) ASP.NET
11 9 (1.76%) ASP.NET Web Forms
11 9 (1.76%) Autofac
11 9 (1.76%) Dapper ORM
11 9 (1.76%) Spring.NET
Miscellaneous
1 65 (12.70%) Self-Motivation
2 43 (8.40%) Computer Science
3 21 (4.10%) Analytical Mindset
4 16 (3.13%) Algorithms
4 16 (3.13%) Data Centre
4 16 (3.13%) Management Information System
5 12 (2.34%) Clustering
6 11 (2.15%) LIMS
7 10 (1.95%) Fintech
8 9 (1.76%) Greenfield Project
9 6 (1.17%) Field-Programmable Gate Array
9 6 (1.17%) User Experience
10 5 (0.98%) Data Structures
10 5 (0.98%) Enterprise Software
11 3 (0.59%) CMDB
11 3 (0.59%) Cyberthreat
11 3 (0.59%) Driving Licence
11 3 (0.59%) Mobile App
11 3 (0.59%) Replication
11 3 (0.59%) Virtual Team
Operating Systems
1 67 (13.09%) Linux
2 59 (11.52%) Windows
3 25 (4.88%) Unix
4 14 (2.73%) Windows Server
5 7 (1.37%) CentOS
5 7 (1.37%) Red Hat Enterprise Linux
6 4 (0.78%) Solaris
7 3 (0.59%) Windows 10
8 2 (0.39%) AIX
8 2 (0.39%) Mac OS
8 2 (0.39%) Windows 7
8 2 (0.39%) Windows Server 2008
8 2 (0.39%) Windows Server 2012
9 1 (0.20%) Windows XP
Processes & Methodologies
1 266 (51.95%) Problem-Solving
2 125 (24.41%) Agile Software Development
3 62 (12.11%) ITIL
4 52 (10.16%) Business Intelligence
5 51 (9.96%) MVC
6 48 (9.38%) Continuous Improvement
7 46 (8.98%) Data Analysis
8 45 (8.79%) Test Scripting
9 44 (8.59%) Migration
9 44 (8.59%) Project Management
10 42 (8.20%) Mentoring
11 41 (8.01%) CRM
12 40 (7.81%) SOA
13 39 (7.62%) Mathematics
13 39 (7.62%) Scrum
14 36 (7.03%) Analytics
14 36 (7.03%) ERP
14 36 (7.03%) Unit Testing
15 35 (6.84%) Data Modelling
15 35 (6.84%) Information Security
Programming Languages
1 163 (31.84%) SQL
2 120 (23.44%) C#
3 66 (12.89%) JavaScript
4 57 (11.13%) Python
5 50 (9.77%) Java
6 37 (7.23%) T-SQL
7 33 (6.45%) C++
8 26 (5.08%) Bash Shell
9 24 (4.69%) PowerShell
10 21 (4.10%) C
11 19 (3.71%) Perl
12 17 (3.32%) R
13 15 (2.93%) ABAP
14 9 (1.76%) VB.NET
15 4 (0.78%) Data Analysis Expressions (DAX)
16 3 (0.59%) MATLAB
16 3 (0.59%) VB
16 3 (0.59%) X++
17 2 (0.39%) PL/SQL
17 2 (0.39%) XPath
Qualifications
1 134 (26.17%) Degree
2 41 (8.01%) Security Cleared
3 25 (4.88%) SC Cleared
4 18 (3.52%) Numerate Degree
5 16 (3.13%) CISM
6 14 (2.73%) DV Cleared
7 13 (2.54%) CISSP
8 12 (2.34%) CISA
8 12 (2.34%) RHCSA
9 10 (1.95%) Cisco Certification
9 10 (1.95%) ISO 27001 Lead Implementer
9 10 (1.95%) ITIL Foundation Certificate
9 10 (1.95%) PMI Certification
10 9 (1.76%) Computer Science Degree
10 9 (1.76%) PMP
10 9 (1.76%) PRINCE2 Certification
11 8 (1.56%) CRISC
11 8 (1.56%) MCP
12 7 (1.37%) CCSP
12 7 (1.37%) ISTQB
Quality Assurance & Compliance
1 37 (7.23%) QA
2 33 (6.45%) ISO/IEC 27001
3 23 (4.49%) PCI DSS
4 17 (3.32%) GDPR
5 16 (3.13%) Data Quality
6 15 (2.93%) SLA
7 11 (2.15%) PMO
8 10 (1.95%) HIPAA
9 6 (1.17%) ISO 13485
10 5 (0.98%) ISO 22301
10 5 (0.98%) ISO 31000
11 3 (0.59%) Cyber Essentials
12 2 (0.39%) GPG13
12 2 (0.39%) HMG Security Policy Framework
13 1 (0.20%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 1 (0.20%) RMADS
13 1 (0.20%) Sarbanes-Oxley
System Software
1 22 (4.30%) Active Directory
2 11 (2.15%) Docker
3 8 (1.56%) VMware Infrastructure
4 3 (0.59%) Firmware
5 1 (0.20%) Hyper-V
5 1 (0.20%) vSphere
Systems Management
1 16 (3.13%) Opscode Chef
2 13 (2.54%) Puppet
3 10 (1.95%) Terraform
4 9 (1.76%) Kubernetes
5 6 (1.17%) Ansible
5 6 (1.17%) Nessus
6 4 (0.78%) Red Hat Satellite
7 3 (0.59%) WSUS
8 2 (0.39%) EMC NetWorker
8 2 (0.39%) Failover Clustering
8 2 (0.39%) OfficeScan
8 2 (0.39%) Oracle Enterprise Manager
8 2 (0.39%) Tivoli Storage Manager
9 1 (0.20%) Oozie
9 1 (0.20%) QRadar
9 1 (0.20%) SCCM
Vendors
1 109 (21.29%) Microsoft
2 44 (8.59%) SAP
3 23 (4.49%) Oracle
4 18 (3.52%) VMware
5 11 (2.15%) Cisco
5 11 (2.15%) Tableau
6 7 (1.37%) Extreme Networks
6 7 (1.37%) Palo Alto
7 6 (1.17%) EMC
7 6 (1.17%) Salesforce.com
8 4 (0.78%) Google
8 4 (0.78%) Qualys
8 4 (0.78%) Red Hat
8 4 (0.78%) SolarWinds
9 3 (0.59%) CA
9 3 (0.59%) Hitachi
9 3 (0.59%) Intel
9 3 (0.59%) Isilon
9 3 (0.59%) NetApp
9 3 (0.59%) Xilinx