Period
to 21 February 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 21 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Hampshire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 39 43 35
Rank change year-on-year +4 -8 +6
Permanent jobs citing Analytical Skills 462 369 470
As % of all permanent IT jobs advertised in Hampshire 6.41% 5.95% 6.88%
As % of the Miscellaneous category 17.23% 17.10% 17.96%
Number of salaries quoted 356 271 415
Hampshire median annual salary £42,500 £37,500 £45,000
Median salary % change year-on-year +13.33% -16.67% +7.14%
10th Percentile £27,500 £23,750 £26,750
90th Percentile £63,875 £56,500 £65,000
South East median annual salary £43,500 £42,500 £42,500
% change year-on-year +2.35% - -3.41%

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 2,681 2,158 2,617
As % of all permanent IT jobs advertised in Hampshire 37.17% 34.78% 38.32%
Number of salaries quoted 2,264 1,701 2,237
Hampshire median annual salary £40,000 £41,000 £42,500
Median salary % change year-on-year -2.44% -3.53% +6.25%
10th Percentile £26,000 £25,000 £24,375
90th Percentile £65,000 £62,500 £62,500
South East median annual salary £45,000 £45,000 £45,000

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 21 February 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 21 February 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
Southampton -8 116 £37,500 - 14
Basingstoke +30 94 £60,000 +81.82% 8
Farnborough -6 59 £65,000 +62.50% 7
Portsmouth +6 44 £45,000 +12.50% 9
Havant +5 22 £46,750 -44.18% 1
Fareham -27 17 £30,000 -7.69% 6
Winchester -20 16 £42,500 -5.56% 4
Fleet +18 10 £33,750 -22.86%
Eastleigh +3 10 £33,500 -2.90% 2
Petersfield +21 6 £32,500 -
Romsey -6 5 £47,500 -20.83% 1
Andover -15 5 £34,250 +39.80% 1
Wallington - 4 £42,500 -
Hook -4 3 £50,000 - 2
Aldershot +7 2 £24,500 -14.04%
Lyndhurst 0 2 £35,000 -10.26%
Waterlooville - 1 £45,000 - 2
Rowland's Castle - 1 £37,500 -
Analytical Skills
South East

For the 6 months to 21 February 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.

1 163 (35.28%) SQL
2 104 (22.51%) Microsoft
3 103 (22.29%) Agile Software Development
4 92 (19.91%) Degree
5 89 (19.26%) C#
6 84 (18.18%) HTML
7 83 (17.97%) Finance
8 76 (16.45%) Manufacturing
9 74 (16.02%) Windows
10 69 (14.94%) Retail
11 60 (12.99%) Business Intelligence
12 59 (12.77%) Microsoft Excel
13 56 (12.12%) SAP
14 52 (11.26%) CSS
14 52 (11.26%) Python
15 50 (10.82%) Linux
16 48 (10.39%) ITIL
16 48 (10.39%) Migration
16 48 (10.39%) Analytics
17 46 (9.96%) Project Management
18 45 (9.74%) JavaScript
18 45 (9.74%) Continuous Improvement
19 44 (9.52%) Firewall
20 43 (9.31%) SQL Server
20 43 (9.31%) Test Scripting
21 41 (8.87%) PowerShell
21 41 (8.87%) ISO/IEC 27001
22 40 (8.66%) Bash Shell
23 39 (8.44%) Web Development
23 39 (8.44%) Web Services

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 7 (1.52%) CMS
1 7 (1.52%) Confluence
2 6 (1.30%) SAS
3 5 (1.08%) Apache
3 5 (1.08%) NServiceBus
4 4 (0.87%) Skype for Business
4 4 (0.87%) WordPress
5 3 (0.65%) BizTalk Server
5 3 (0.65%) IPython
5 3 (0.65%) Jupyter
5 3 (0.65%) MS Project Server
5 3 (0.65%) Oracle SOA Suite
5 3 (0.65%) Tomcat
6 2 (0.43%) Adobe Experience Manager
6 2 (0.43%) IIS
6 2 (0.43%) JBoss
6 2 (0.43%) Oracle Service Bus
7 1 (0.22%) Joomla!
7 1 (0.22%) MS Exchange
7 1 (0.22%) SilverStripe
Applications
1 59 (12.77%) Microsoft Excel
2 31 (6.71%) Microsoft Office
3 18 (3.90%) Microsoft Project
4 7 (1.52%) Microsoft PowerPoint
4 7 (1.52%) MS Visio
4 7 (1.52%) Photoshop
4 7 (1.52%) SPSS
5 3 (0.65%) Adobe Illustrator
6 2 (0.43%) InDesign
7 1 (0.22%) Abaqus
7 1 (0.22%) Adobe Creative Suite
7 1 (0.22%) AutoCAD
7 1 (0.22%) SOLIDWORKS
Business Applications
1 11 (2.38%) SAP CO
1 11 (2.38%) SAP FI
1 11 (2.38%) SAP FI/CO
2 10 (2.16%) Dynamics NAV
3 5 (1.08%) Dynamics AX
3 5 (1.08%) SAP EWM
4 4 (0.87%) Salesforce.com CRM
4 4 (0.87%) SAP HCM
5 3 (0.65%) CA PPM
5 3 (0.65%) Eloqua
5 3 (0.65%) Oracle EBS
6 2 (0.43%) Dynamics CRM
6 2 (0.43%) SAP ERP
6 2 (0.43%) SAP HR
6 2 (0.43%) SAP Payroll
6 2 (0.43%) SAP PS
6 2 (0.43%) SAP QM
7 1 (0.22%) Bond Adapt
7 1 (0.22%) SAP SD
7 1 (0.22%) WebTrends
Cloud Services
1 21 (4.55%) Office 365
1 21 (4.55%) SaaS
2 18 (3.90%) Microsoft Azure
3 11 (2.38%) Basecamp
4 8 (1.73%) Amazon AWS
5 5 (1.08%) Cloud Computing
6 4 (0.87%) Google Analytics
6 4 (0.87%) SuccessFactors
7 3 (0.65%) Dynamics 365
8 2 (0.43%) Adobe Creative Cloud
8 2 (0.43%) IaaS
8 2 (0.43%) PaaS
9 1 (0.22%) Adobe Analytics
9 1 (0.22%) AdWords
9 1 (0.22%) Oracle Service Cloud
Communications & Networking
1 44 (9.52%) Firewall
2 33 (7.14%) DNS
3 27 (5.84%) DHCP
4 26 (5.63%) WAN
5 23 (4.98%) IPsec
6 21 (4.55%) BGP
6 21 (4.55%) HTTP
7 20 (4.33%) MPLS
7 20 (4.33%) OSPF
7 20 (4.33%) RIP
7 20 (4.33%) SSL
7 20 (4.33%) VPLS
8 12 (2.60%) Fibre Channel
9 10 (2.16%) VoIP
10 9 (1.95%) Wi-Fi
11 7 (1.52%) VPN
12 6 (1.30%) Internet
12 6 (1.30%) SAN
13 5 (1.08%) ATM
13 5 (1.08%) LAN
Database & Business Intelligence
1 43 (9.31%) SQL Server
2 37 (8.01%) MS Access
3 27 (5.84%) Data Warehouse
4 21 (4.55%) Big Data
5 16 (3.46%) SQL Server Reporting Services
6 15 (3.25%) Power BI
7 12 (2.60%) SQL Server Analysis Services
8 9 (1.95%) MySQL
9 7 (1.52%) BusinessObjects
9 7 (1.52%) MongoDB
9 7 (1.52%) PostgreSQL
10 6 (1.30%) OLAP
11 5 (1.08%) QlikView
12 3 (0.65%) Amazon Redshift
12 3 (0.65%) Enterprise Data Warehouse
12 3 (0.65%) Looker
12 3 (0.65%) SAP BW
13 2 (0.43%) OLAP Cube
13 2 (0.43%) Oracle Discoverer
13 2 (0.43%) Oracle ODI
Development Applications
1 28 (6.06%) Git (software)
2 27 (5.84%) Team Foundation Server
3 16 (3.46%) eCATT
3 16 (3.46%) LSMW
4 10 (2.16%) JIRA
5 6 (1.30%) Selenium
6 5 (1.08%) Moq
6 5 (1.08%) NUnit
6 5 (1.08%) Visual Studio
7 4 (0.87%) Jasmine
7 4 (0.87%) Mocha
8 2 (0.43%) Cucumber
8 2 (0.43%) Dreamweaver
8 2 (0.43%) Oracle Forms
9 1 (0.22%) JUnit
9 1 (0.22%) SoapUI
9 1 (0.22%) TestNG
9 1 (0.22%) Visual Studio Team System
General
1 83 (17.97%) Finance
2 76 (16.45%) Manufacturing
3 69 (14.94%) Retail
4 39 (8.44%) Publishing
5 35 (7.58%) Marketing
6 23 (4.98%) Telecoms
7 17 (3.68%) Billing
8 7 (1.52%) General Ledger
9 6 (1.30%) Electronics
9 6 (1.30%) Law
10 5 (1.08%) Advertising
10 5 (1.08%) Aerospace
11 4 (0.87%) Banking
12 3 (0.65%) Back Office
13 2 (0.43%) Games
13 2 (0.43%) Legal
13 2 (0.43%) Military
14 1 (0.22%) German Language
14 1 (0.22%) Investment Banking
Job Titles
1 102 (22.08%) Analyst
2 83 (17.97%) Consultant
3 46 (9.96%) Architect
3 46 (9.96%) Business Analyst
4 43 (9.31%) Designer
5 34 (7.36%) Implementation Consultant
6 33 (7.14%) Developer
7 31 (6.71%) Network Engineer
8 30 (6.49%) Software Consultant
8 30 (6.49%) Software Implementation Consultant
9 27 (5.84%) SAP Consultant
9 27 (5.84%) Systems Designer
10 23 (4.98%) Data Analyst
11 22 (4.76%) Systems Architect
12 21 (4.55%) SQL Analyst
12 21 (4.55%) SQL Data Analyst
13 17 (3.68%) Systems Engineer
14 16 (3.46%) Security Consultant
15 15 (3.25%) Information Security Consultant
16 14 (3.03%) Project Manager
Libraries, Frameworks & Software Standards
1 84 (18.18%) HTML
2 52 (11.26%) CSS
3 39 (8.44%) Web Services
4 34 (7.36%) AngularJS
5 33 (7.14%) .NET
6 24 (5.19%) XSLT
7 18 (3.90%) Middleware
8 16 (3.46%) EDI
8 16 (3.46%) IDoc
9 11 (2.38%) ASP.NET
10 10 (2.16%) jQuery
11 8 (1.73%) XML
12 7 (1.52%) HTML5
13 5 (1.08%) ASP.NET Web Forms
13 5 (1.08%) Autofac
13 5 (1.08%) Dapper ORM
13 5 (1.08%) KnockoutJS
13 5 (1.08%) NHibernate
13 5 (1.08%) Spring.NET
14 3 (0.65%) D3.js
Miscellaneous
1 23 (4.98%) Computer Science
2 20 (4.33%) Clustering
3 16 (3.46%) LIMS
4 14 (3.03%) User Experience
5 13 (2.81%) Data Centre
6 12 (2.60%) Algorithms
7 11 (2.38%) Analytical Mindset
8 8 (1.73%) Management Information System
8 8 (1.73%) Mobile App
9 7 (1.52%) Driving Licence
9 7 (1.52%) Fintech
10 6 (1.30%) Greenfield Project
10 6 (1.30%) Virtual Team
11 5 (1.08%) Social Media
12 4 (0.87%) Data Protection Act
12 4 (0.87%) Hybrid Cloud
13 3 (0.65%) Graphic Design
13 3 (0.65%) PKI
14 2 (0.43%) Data Structures
14 2 (0.43%) Enterprise Software
Operating Systems
1 74 (16.02%) Windows
2 50 (10.82%) Linux
3 23 (4.98%) Unix
4 22 (4.76%) Windows Server
5 4 (0.87%) CentOS
6 3 (0.65%) AIX
7 2 (0.43%) Red Hat Enterprise Linux
7 2 (0.43%) Solaris
8 1 (0.22%) SUSE
8 1 (0.22%) Windows 10
8 1 (0.22%) Windows 7
8 1 (0.22%) Windows Server 2008
8 1 (0.22%) Windows Server 2012
Processes & Methodologies
1 103 (22.29%) Agile Software Development
2 60 (12.99%) Business Intelligence
3 48 (10.39%) Analytics
3 48 (10.39%) ITIL
3 48 (10.39%) Migration
4 46 (9.96%) Project Management
5 45 (9.74%) Continuous Improvement
6 43 (9.31%) Test Scripting
7 39 (8.44%) Web Development
8 38 (8.23%) Data Modelling
9 37 (8.01%) Unit Testing
10 36 (7.79%) CRM
11 35 (7.58%) Creative Problem-Solving
11 35 (7.58%) Mentoring
12 33 (7.14%) Business Analysis
12 33 (7.14%) MVC
13 32 (6.93%) PRINCE2
13 32 (6.93%) SOA
14 30 (6.49%) Data Analysis
15 29 (6.28%) SDLC
Programming Languages
1 163 (35.28%) SQL
2 89 (19.26%) C#
3 52 (11.26%) Python
4 45 (9.74%) JavaScript
5 41 (8.87%) PowerShell
6 40 (8.66%) Bash Shell
7 36 (7.79%) Perl
8 30 (6.49%) Java
8 30 (6.49%) T-SQL
9 24 (5.19%) C++
10 21 (4.55%) ABAP
11 16 (3.46%) C
12 15 (3.25%) R
13 9 (1.95%) VB.NET
14 6 (1.30%) Ruby
15 5 (1.08%) PHP
16 4 (0.87%) Data Analysis Expressions (DAX)
16 4 (0.87%) PL/SQL
16 4 (0.87%) VB
16 4 (0.87%) VBA
Qualifications
1 92 (19.91%) Degree
2 34 (7.36%) Security Cleared
3 28 (6.06%) SC Cleared
4 19 (4.11%) CISM
5 18 (3.90%) Cisco Certification
6 15 (3.25%) CISSP
7 13 (2.81%) CISA
8 11 (2.38%) CCNA
8 11 (2.38%) Numerate Degree
8 11 (2.38%) PRINCE2 Certification
9 9 (1.95%) CRISC
10 7 (1.52%) (ISC)2 CCSP
10 7 (1.52%) CCSP
10 7 (1.52%) CGEIT
10 7 (1.52%) ITIL Certification
11 6 (1.30%) CESG Certified Professional
11 6 (1.30%) DV Cleared
11 6 (1.30%) ITIL Foundation Certificate
11 6 (1.30%) RHCSA
12 5 (1.08%) ISTQB
Quality Assurance & Compliance
1 41 (8.87%) ISO/IEC 27001
2 33 (7.14%) PCI DSS
3 27 (5.84%) QA
4 20 (4.33%) HIPAA
5 10 (2.16%) Data Quality
5 10 (2.16%) SLA
6 9 (1.95%) GDPR
7 8 (1.73%) PMO
8 7 (1.52%) ISO 22301
8 7 (1.52%) ISO 31000
9 5 (1.08%) Cyber Essentials
10 4 (0.87%) GPG13
10 4 (0.87%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 3 (0.65%) Def Stans
11 3 (0.65%) RMADS
12 2 (0.43%) 21 CFR Part 11
12 2 (0.43%) HMG Security Policy Framework
12 2 (0.43%) Sarbanes-Oxley
13 1 (0.22%) ISO 9001
13 1 (0.22%) ISO/IEC 20000
System Software
1 26 (5.63%) Active Directory
2 11 (2.38%) VMware Infrastructure
3 4 (0.87%) Hyper-V
Systems Management
1 21 (4.55%) Opscode Chef
2 20 (4.33%) Terraform
3 8 (1.73%) Puppet
4 5 (1.08%) SCCM
5 3 (0.65%) Red Hat Satellite
6 2 (0.43%) Oracle Enterprise Manager
7 1 (0.22%) Nessus
7 1 (0.22%) QRadar
7 1 (0.22%) WebInspect
Vendors
1 104 (22.51%) Microsoft
2 56 (12.12%) SAP
3 21 (4.55%) Oracle
3 21 (4.55%) VMware
4 18 (3.90%) Cisco
5 13 (2.81%) Extreme Networks
5 13 (2.81%) Palo Alto
6 11 (2.38%) Tableau
7 10 (2.16%) SolarWinds
8 9 (1.95%) Red Hat
9 7 (1.52%) Adobe
9 7 (1.52%) Percona
10 6 (1.30%) EMC
10 6 (1.30%) Google
10 6 (1.30%) Hitachi
10 6 (1.30%) Isilon
11 5 (1.08%) Salesforce.com
12 4 (0.87%) CA
12 4 (0.87%) Citrix
13 3 (0.65%) Teradata