Period
to 11 December 2017

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 11 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Hampshire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 47 36 26
Rank change year-on-year -11 -10 +19
Permanent jobs citing Analytical Skills 379 443 587
As % of all permanent IT jobs advertised in Hampshire 5.65% 6.68% 8.22%
As % of the Miscellaneous category 15.42% 18.80% 21.77%
Number of salaries quoted 298 363 508
Hampshire median annual salary £40,000 £37,500 £42,500
Median salary % change year-on-year +6.67% -11.76% -
10th Percentile £27,500 £23,750 £26,250
90th Percentile £63,250 £62,100 £63,750
South East median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - -2.30%

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 2458 2356 2696
As % of all permanent IT jobs advertised in Hampshire 36.66% 35.55% 37.75%
Number of salaries quoted 2064 1891 2272
Hampshire median annual salary £41,500 £40,000 £42,500
Median salary % change year-on-year +3.75% -5.88% +3.66%
10th Percentile £25,000 £25,000 £23,500
90th Percentile £65,000 £60,000 £61,250
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 11 December 2017.

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 11 December 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
Southampton -13 96 £37,500 - 6
Basingstoke +8 63 £55,000 +57.14% 10
Farnborough -8 62 £52,500 +23.53% 2
Portsmouth -28 23 £45,000 +12.50% 1
Fareham -9 21 £33,800 -3.43% 3
Winchester -8 17 £37,500 +63.04% 3
Andover -20 11 £33,850 +38.16%
Havant -8 10 £55,750 -38.06% 7
Petersfield +10 6 £32,500 -
Fleet +18 4 £40,000 +33.33%
Wallington - 4 £42,500 -
Hook -6 3 £45,000 -18.18%
Aldershot +9 2 £24,500 -63.78%
Eastleigh -3 2 £34,500 -10.97% 3
Ringwood -4 1 £27,000 +9.64%
Rowland's Castle - 1 £37,500 -
Analytical Skills
South East

For the 6 months to 11 December 2017, IT jobs citing Analytical Skills 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 Analytical Skills.

1 127 (33.51%) SQL
2 100 (26.39%) Microsoft
3 89 (23.48%) Finance
4 81 (21.37%) Manufacturing
5 79 (20.84%) Degree
6 77 (20.32%) Agile Software Development
7 65 (17.15%) HTML
8 63 (16.62%) Retail
9 61 (16.09%) Windows
10 58 (15.30%) C#
11 57 (15.04%) Business Intelligence
12 55 (14.51%) Project Management
13 52 (13.72%) SAP
14 49 (12.93%) Microsoft Excel
15 42 (11.08%) CSS
16 40 (10.55%) Migration
17 39 (10.29%) Analytics
18 38 (10.03%) Linux
18 38 (10.03%) Data Modelling
19 36 (9.50%) Firewall
19 36 (9.50%) Publishing
19 36 (9.50%) Python
19 36 (9.50%) Web Development
20 35 (9.23%) SQL Server
20 35 (9.23%) Security Cleared
21 33 (8.71%) PowerShell
21 33 (8.71%) Continuous Improvement
22 32 (8.44%) CRM
23 31 (8.18%) MS Access
23 31 (8.18%) 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 6 (1.58%) CMS
1 6 (1.58%) SAS
2 5 (1.32%) IIS
3 4 (1.06%) Apache
3 4 (1.06%) Skype for Business
3 4 (1.06%) WordPress
4 2 (0.53%) JBoss
4 2 (0.53%) Oracle Service Bus
4 2 (0.53%) Oracle SOA Suite
4 2 (0.53%) SharePoint
4 2 (0.53%) WebSphere
5 1 (0.26%) Adobe Experience Manager
5 1 (0.26%) Apache Solr
5 1 (0.26%) Drupal
5 1 (0.26%) Joomla!
5 1 (0.26%) MS Exchange
5 1 (0.26%) SilverStripe
5 1 (0.26%) Tomcat
Applications
1 49 (12.93%) Microsoft Excel
2 11 (2.90%) Microsoft Office
3 7 (1.85%) Photoshop
4 5 (1.32%) Microsoft Project
5 3 (0.79%) Adobe Illustrator
6 2 (0.53%) InDesign
6 2 (0.53%) MS Visio
7 1 (0.26%) Abaqus
7 1 (0.26%) Adobe Creative Suite
7 1 (0.26%) AutoCAD
7 1 (0.26%) Microsoft PowerPoint
7 1 (0.26%) SOLIDWORKS
Business Applications
1 14 (3.69%) Dynamics NAV
2 11 (2.90%) SAP CO
2 11 (2.90%) SAP FI
2 11 (2.90%) SAP FI/CO
3 8 (2.11%) Dynamics AX
4 5 (1.32%) Oracle EBS
4 5 (1.32%) SAP EWM
5 4 (1.06%) Salesforce.com CRM
5 4 (1.06%) SAP HCM
6 2 (0.53%) CA PPM
6 2 (0.53%) SAP HR
6 2 (0.53%) SAP Payroll
6 2 (0.53%) SAP PS
7 1 (0.26%) assyst
7 1 (0.26%) Dynamics CRM
7 1 (0.26%) Oracle Applications
7 1 (0.26%) SAP CRM
7 1 (0.26%) SAP ERP
7 1 (0.26%) SAP SD
7 1 (0.26%) WebTrends
Cloud Services
1 22 (5.80%) Microsoft Azure
2 13 (3.43%) Office 365
3 10 (2.64%) SaaS
4 7 (1.85%) Amazon AWS
4 7 (1.85%) Google Analytics
5 6 (1.58%) Cloud Computing
6 4 (1.06%) SuccessFactors
7 3 (0.79%) Adobe Analytics
8 2 (0.53%) Adobe Creative Cloud
9 1 (0.26%) AdWords
9 1 (0.26%) Basecamp
9 1 (0.26%) IaaS
9 1 (0.26%) npm
9 1 (0.26%) Oracle Service Cloud
9 1 (0.26%) PaaS
Communications & Networking
1 36 (9.50%) Firewall
2 30 (7.92%) DNS
3 20 (5.28%) DHCP
3 20 (5.28%) WAN
4 19 (5.01%) BGP
5 17 (4.49%) HTTP
5 17 (4.49%) IPsec
6 16 (4.22%) OSPF
7 14 (3.69%) MPLS
7 14 (3.69%) RIP
7 14 (3.69%) SSL
7 14 (3.69%) VPLS
8 11 (2.90%) TCP/IP
9 10 (2.64%) Internet
9 10 (2.64%) VoIP
10 8 (2.11%) Fibre Channel
11 7 (1.85%) VPN
11 7 (1.85%) Wi-Fi
12 5 (1.32%) LAN
12 5 (1.32%) SAN
Database & Business Intelligence
1 35 (9.23%) SQL Server
2 31 (8.18%) MS Access
3 16 (4.22%) Data Warehouse
4 14 (3.69%) BusinessObjects
5 13 (3.43%) SQL Server Reporting Services
6 11 (2.90%) QlikView
6 11 (2.90%) SQL Server Integration Services
7 9 (2.37%) MySQL
7 9 (2.37%) Power BI
8 8 (2.11%) PostgreSQL
8 8 (2.11%) SQL Server Analysis Services
9 7 (1.85%) MongoDB
10 6 (1.58%) Big Data
11 3 (0.79%) Data Mining
11 3 (0.79%) Essbase
11 3 (0.79%) SAP BW
12 2 (0.53%) Enterprise Data Warehouse
12 2 (0.53%) Oracle Discoverer
12 2 (0.53%) Oracle ODI
12 2 (0.53%) Relational Database
Development Applications
1 14 (3.69%) Team Foundation Server
2 12 (3.17%) Git (software)
2 12 (3.17%) LSMW
3 11 (2.90%) eCATT
4 3 (0.79%) Visual Studio
5 2 (0.53%) Dreamweaver
5 2 (0.53%) JIRA
5 2 (0.53%) Oracle Forms
5 2 (0.53%) Selenium
6 1 (0.26%) Cucumber
6 1 (0.26%) JUnit
6 1 (0.26%) Maven
6 1 (0.26%) SQL Server Management Studio (SSMS)
6 1 (0.26%) TestNG
6 1 (0.26%) Visual Studio Team System
General
1 89 (23.48%) Finance
2 81 (21.37%) Manufacturing
3 63 (16.62%) Retail
4 36 (9.50%) Publishing
5 30 (7.92%) Marketing
6 16 (4.22%) Telecoms
7 12 (3.17%) Billing
8 5 (1.32%) Advertising
8 5 (1.32%) General Ledger
9 4 (1.06%) Banking
10 3 (0.79%) Back Office
10 3 (0.79%) Electronics
11 1 (0.26%) Aerospace
11 1 (0.26%) Financial Institution
11 1 (0.26%) Investment Banking
11 1 (0.26%) Law
11 1 (0.26%) Legal
11 1 (0.26%) Military
11 1 (0.26%) Pharmaceutical
Job Titles
1 90 (23.75%) Analyst
2 66 (17.41%) Consultant
3 39 (10.29%) Business Analyst
4 37 (9.76%) Architect
5 35 (9.23%) Designer
6 32 (8.44%) Developer
7 28 (7.39%) Implementation Consultant
7 28 (7.39%) Network Engineer
8 25 (6.60%) SAP Consultant
9 23 (6.07%) Software Consultant
9 23 (6.07%) Software Implementation Consultant
10 20 (5.28%) Systems Designer
11 16 (4.22%) DBA
11 16 (4.22%) Project Manager
12 14 (3.69%) Solutions Architect
13 13 (3.43%) Business Intelligence Analyst
13 13 (3.43%) Senior Developer
13 13 (3.43%) Systems Engineer
14 12 (3.17%) Administrator
14 12 (3.17%) Systems Architect
Libraries, Frameworks & Software Standards
1 65 (17.15%) HTML
2 42 (11.08%) CSS
3 31 (8.18%) Web Services
4 24 (6.33%) .NET
5 17 (4.49%) AngularJS
6 16 (4.22%) ASP.NET
7 14 (3.69%) Middleware
7 14 (3.69%) XML
8 13 (3.43%) XSLT
9 11 (2.90%) EDI
9 11 (2.90%) IDoc
10 7 (1.85%) jQuery
11 5 (1.32%) HTML5
11 5 (1.32%) SAP XI
12 4 (1.06%) ADO.NET
12 4 (1.06%) DHTML
12 4 (1.06%) XSL
13 2 (0.53%) Oracle Fusion
13 2 (0.53%) React
13 2 (0.53%) Sass
Miscellaneous
1 21 (5.54%) Computer Science
2 19 (5.01%) Clustering
3 13 (3.43%) Data Centre
4 11 (2.90%) LIMS
4 11 (2.90%) User Experience
5 7 (1.85%) Fintech
6 6 (1.58%) Algorithms
6 6 (1.58%) Driving Licence
6 6 (1.58%) Mobile App
6 6 (1.58%) Virtual Team
7 5 (1.32%) Greenfield Project
7 5 (1.32%) Management Information System
7 5 (1.32%) Social Media
8 4 (1.06%) Hybrid Cloud
9 3 (0.79%) Graphic Design
9 3 (0.79%) PKI
10 2 (0.53%) Analytical Mindset
10 2 (0.53%) Data Protection Act
10 2 (0.53%) Distributed Denial-of-Service
10 2 (0.53%) Enterprise Software
Operating Systems
1 61 (16.09%) Windows
2 38 (10.03%) Linux
3 28 (7.39%) Windows Server
4 12 (3.17%) Unix
5 4 (1.06%) AIX
5 4 (1.06%) CentOS
6 2 (0.53%) SUSE
6 2 (0.53%) Windows Server 2012
7 1 (0.26%) Red Hat Enterprise Linux
7 1 (0.26%) Windows 10
7 1 (0.26%) Windows 7
7 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 77 (20.32%) Agile Software Development
2 57 (15.04%) Business Intelligence
3 55 (14.51%) Project Management
4 40 (10.55%) Migration
5 39 (10.29%) Analytics
6 38 (10.03%) Data Modelling
7 36 (9.50%) Web Development
8 33 (8.71%) Continuous Improvement
9 32 (8.44%) CRM
10 30 (7.92%) Unit Testing
11 29 (7.65%) Test Scripting
12 28 (7.39%) Creative Problem-Solving
12 28 (7.39%) ITIL
12 28 (7.39%) Mentoring
13 26 (6.86%) Business Analysis
13 26 (6.86%) ERP
13 26 (6.86%) PRINCE2
14 25 (6.60%) SDLC
15 24 (6.33%) Customer Requirements
16 23 (6.07%) SOA
Programming Languages
1 127 (33.51%) SQL
2 58 (15.30%) C#
3 36 (9.50%) Python
4 33 (8.71%) PowerShell
5 31 (8.18%) Bash Shell
6 28 (7.39%) JavaScript
7 26 (6.86%) Java
7 26 (6.86%) Perl
8 22 (5.80%) T-SQL
9 21 (5.54%) ABAP
10 20 (5.28%) C
11 16 (4.22%) C++
12 9 (2.37%) Ruby
13 8 (2.11%) PHP
13 8 (2.11%) R
14 6 (1.58%) Go
15 5 (1.32%) VB.NET
15 5 (1.32%) VBA
16 4 (1.06%) Data Analysis Expressions (DAX)
16 4 (1.06%) PL/SQL
Qualifications
1 79 (20.84%) Degree
2 35 (9.23%) Security Cleared
3 29 (7.65%) SC Cleared
4 15 (3.96%) Cisco Certification
5 14 (3.69%) CCNA
6 11 (2.90%) PRINCE2 Certification
7 10 (2.64%) CCNP
8 8 (2.11%) CISM
8 8 (2.11%) CISSP
9 7 (1.85%) Computer Science Degree
9 7 (1.85%) Microsoft Certification
10 6 (1.58%) CISA
10 6 (1.58%) ITIL Certification
10 6 (1.58%) MCSA
11 5 (1.32%) CRISC
11 5 (1.32%) MCSE
12 3 (0.79%) CGEIT
12 3 (0.79%) ISEB
13 2 (0.53%) GIAC
13 2 (0.53%) JNCIA
Quality Assurance & Compliance
1 25 (6.60%) ISO/IEC 27001
2 18 (4.75%) PCI DSS
3 14 (3.69%) HIPAA
4 13 (3.43%) QA
5 9 (2.37%) Data Quality
6 4 (1.06%) 21 CFR Part 11
6 4 (1.06%) GPG13
6 4 (1.06%) PMO
7 3 (0.79%) Cyber Essentials
7 3 (0.79%) Def Stans
7 3 (0.79%) ISO 22301
7 3 (0.79%) ISO 31000
7 3 (0.79%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 2 (0.53%) GDPR
8 2 (0.53%) RMADS
8 2 (0.53%) SLA
9 1 (0.26%) IFRS
9 1 (0.26%) IFRS 9
9 1 (0.26%) ISO 9001
9 1 (0.26%) Sarbanes-Oxley
System Software
1 20 (5.28%) Active Directory
2 12 (3.17%) VMware Infrastructure
3 5 (1.32%) Hyper-V
4 1 (0.26%) Docker
4 1 (0.26%) VMware Server
Systems Management
1 14 (3.69%) Opscode Chef
1 14 (3.69%) Terraform
2 5 (1.32%) SCCM
3 3 (0.79%) Puppet
4 2 (0.53%) Red Hat Satellite
4 2 (0.53%) Tivoli
5 1 (0.26%) QRadar
5 1 (0.26%) Tivoli Storage Manager
5 1 (0.26%) WebInspect
Vendors
1 100 (26.39%) Microsoft
2 52 (13.72%) SAP
3 22 (5.80%) Cisco
4 19 (5.01%) Oracle
5 18 (4.75%) VMware
6 10 (2.64%) Extreme Networks
6 10 (2.64%) Palo Alto
7 9 (2.37%) Red Hat
8 8 (2.11%) Adobe
8 8 (2.11%) SolarWinds
9 7 (1.85%) Google
9 7 (1.85%) Juniper
9 7 (1.85%) Percona
10 4 (1.06%) Citrix
10 4 (1.06%) EMC
10 4 (1.06%) Hitachi
10 4 (1.06%) Isilon
10 4 (1.06%) Salesforce.com
11 3 (0.79%) ArcSight
11 3 (0.79%) Sitecore