Period
to 18 November 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 18 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Hampshire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 47 51 35
Rank change year-on-year +4 -16 -10
Permanent jobs citing Analytical Skills 393 345 486
As % of all permanent IT jobs advertised in Hampshire 6.05% 5.50% 7.08%
As % of the Miscellaneous category 16.15% 14.42% 18.72%
Number of salaries quoted 310 285 400
Hampshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -10.90%
10th Percentile £26,250 £26,000 £22,500
90th Percentile £65,000 £62,000 £62,500
South East median annual salary £46,528 £43,125 £43,750
% change year-on-year +7.89% -1.43% +2.94%

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 2,433 2,393 2,596
As % of all permanent IT jobs advertised in Hampshire 37.48% 38.14% 37.81%
Number of salaries quoted 1,954 2,019 2,103
Hampshire median annual salary £45,000 £41,500 £40,000
Median salary % change year-on-year +8.43% +3.75% -4.76%
10th Percentile £25,500 £24,750 £25,000
90th Percentile £70,000 £65,000 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 18 November 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 18 November 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 +13 122 £60,000 +9.09% 10
Farnborough +20 67 £35,000 - 10
Southampton -15 50 £45,000 +20.00% 13
Portsmouth +14 30 £40,000 -11.11% 19
Winchester +16 29 £35,000 -6.67% 2
Fareham +3 24 £40,000 +26.98% 3
Havant - 15 £35,000 - 5
Eastleigh -1 8 £32,500 -31.58% 3
Andover +4 7 £50,000 +47.71% 3
Petersfield +12 3 £35,000 +7.69%
Romsey - 3 - - 1
Fleet -21 2 - -
Aldershot -2 1 £37,500 +53.06% 2
Wallington -4 1 £45,000 +46.34%
Yateley - 1 £60,000 -
Analytical Skills
South East

For the 6 months to 18 November 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.

1 228 (58.02%) Problem-Solving
2 132 (33.59%) Agile Software Development
3 107 (27.23%) Degree
4 97 (24.68%) SQL
5 84 (21.37%) C#
5 84 (21.37%) Microsoft
6 75 (19.08%) Project Management
6 75 (19.08%) Finance
7 74 (18.83%) ITIL
8 67 (17.05%) Git (software)
9 65 (16.54%) Java
9 65 (16.54%) .NET
10 64 (16.28%) Linux
11 63 (16.03%) HTML
12 58 (14.76%) Windows
12 58 (14.76%) MVC
12 58 (14.76%) Mentoring
13 57 (14.50%) Self-Motivation
14 56 (14.25%) JavaScript
14 56 (14.25%) Security Cleared
15 51 (12.98%) Web Services
16 49 (12.47%) Continuous Improvement
17 46 (11.70%) Manufacturing
17 46 (11.70%) SC Cleared
18 44 (11.20%) C++
19 43 (10.94%) Oracle
19 43 (10.94%) T-SQL
20 41 (10.43%) CSS
21 38 (9.67%) Microsoft Office
22 37 (9.41%) VMware

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 16 (4.07%) WebLogic
2 15 (3.82%) JBoss
3 13 (3.31%) Apache
3 13 (3.31%) Confluence
4 10 (2.54%) SharePoint
5 8 (2.04%) IIS
6 7 (1.78%) Drupal
7 5 (1.27%) CMS
8 3 (0.76%) Marvel
9 2 (0.51%) Oracle SOA Suite
9 2 (0.51%) Oracle Workflow
9 2 (0.51%) Skype for Business
10 1 (0.25%) Exchange Server 2003
10 1 (0.25%) MS Exchange
10 1 (0.25%) NetWeaver
10 1 (0.25%) NServiceBus
10 1 (0.25%) OpenStack
10 1 (0.25%) SAS
Applications
1 38 (9.67%) Microsoft Office
2 27 (6.87%) Microsoft Project
3 26 (6.62%) Microsoft Excel
4 12 (3.05%) Microsoft PowerPoint
5 4 (1.02%) Spreadsheet
6 3 (0.76%) InVision
6 3 (0.76%) Photoshop
7 1 (0.25%) MS Visio
7 1 (0.25%) SPSS
Business Applications
1 8 (2.04%) Dynamics CRM
2 3 (0.76%) SAP APO
2 3 (0.76%) SAP CO
2 3 (0.76%) SAP FI
2 3 (0.76%) SAP FI/CO
3 2 (0.51%) Oracle EBS
3 2 (0.51%) SAP ERP
3 2 (0.51%) SAP FSCM
3 2 (0.51%) SAP MM
3 2 (0.51%) SAP S/4HANA
4 1 (0.25%) Adobe Campaign
4 1 (0.25%) Eloqua
4 1 (0.25%) Oracle EBS R12
4 1 (0.25%) Oracle ERP
4 1 (0.25%) Oracle Manufacturing
4 1 (0.25%) Payment Gateway
4 1 (0.25%) SAP PP
4 1 (0.25%) SAP QM
4 1 (0.25%) SAP WM
4 1 (0.25%) Unica
Cloud Services
1 27 (6.87%) Microsoft Azure
1 27 (6.87%) SaaS
2 23 (5.85%) IaaS
3 20 (5.09%) PaaS
4 15 (3.82%) Cloud Computing
5 13 (3.31%) GitHub
6 11 (2.80%) Amazon AWS
6 11 (2.80%) Office 365
7 7 (1.78%) Google Analytics
8 4 (1.02%) AdWords
8 4 (1.02%) AWS Lambda
8 4 (1.02%) Serverless
9 2 (0.51%) Dynamics 365
10 1 (0.25%) Adobe Analytics
10 1 (0.25%) Amazon S3
10 1 (0.25%) Amazon SQS
10 1 (0.25%) Azure Machine Learning
10 1 (0.25%) Silverpop
Communications & Networking
1 27 (6.87%) Firewall
2 21 (5.34%) VPN
3 18 (4.58%) Cisco ASA
4 14 (3.56%) Internet
5 10 (2.54%) WAN
6 8 (2.04%) Skype
7 6 (1.53%) CTI
7 6 (1.53%) Ethernet
7 6 (1.53%) MPLS
8 4 (1.02%) LAN
8 4 (1.02%) Network Security
9 3 (0.76%) Cisco IOS
10 2 (0.51%) ATM
10 2 (0.51%) RS-232
10 2 (0.51%) RS-485
10 2 (0.51%) TCP/IP
11 1 (0.25%) BGP
11 1 (0.25%) HTTP
11 1 (0.25%) OSPF
11 1 (0.25%) SMS
Database & Business Intelligence
1 34 (8.65%) SQL Server
2 23 (5.85%) MySQL
3 7 (1.78%) Big Data
4 4 (1.02%) Redis
5 3 (0.76%) BusinessObjects
5 3 (0.76%) Couchbase
5 3 (0.76%) Data Warehouse
5 3 (0.76%) MongoDB
6 2 (0.51%) InfluxDB
6 2 (0.51%) MariaDB
6 2 (0.51%) Oracle Database
6 2 (0.51%) Oracle Reports
6 2 (0.51%) PostgreSQL
6 2 (0.51%) SAP BW
6 2 (0.51%) SAP HANA
7 1 (0.25%) Microsoft Analysis Services
7 1 (0.25%) Oracle OLAP
7 1 (0.25%) QlikView
7 1 (0.25%) SQL Server Integration Services
7 1 (0.25%) SQL Server Reporting Services
Development Applications
1 67 (17.05%) Git (software)
2 28 (7.12%) JIRA
3 27 (6.87%) Team Foundation Server
4 25 (6.36%) Jenkins
5 20 (5.09%) Selenium
5 20 (5.09%) Subversion
6 14 (3.56%) TeamCity
7 13 (3.31%) Gerrit
7 13 (3.31%) Octopus Deploy
8 5 (1.27%) LSMW
8 5 (1.27%) Toad
9 4 (1.02%) eCATT
9 4 (1.02%) Oracle APEX
10 2 (0.51%) Atlassian Bamboo
10 2 (0.51%) Cucumber
10 2 (0.51%) webpack
11 1 (0.25%) Oracle Forms
11 1 (0.25%) PVCS
General
1 75 (19.08%) Finance
2 46 (11.70%) Manufacturing
3 33 (8.40%) Retail
4 24 (6.11%) Marketing
5 14 (3.56%) Telecoms
6 12 (3.05%) Banking
7 9 (2.29%) Billing
8 8 (2.04%) Electronics
8 8 (2.04%) Publishing
9 7 (1.78%) Advertising
9 7 (1.78%) Automotive
9 7 (1.78%) Legal
10 6 (1.53%) Back Office
11 4 (1.02%) Aerospace
11 4 (1.02%) Law
12 2 (0.51%) General Ledger
12 2 (0.51%) Local Government
13 1 (0.25%) French Language
13 1 (0.25%) German Language
13 1 (0.25%) Military
Job Titles
1 81 (20.61%) Developer
2 56 (14.25%) Analyst
3 40 (10.18%) Architect
4 25 (6.36%) Project Manager
5 24 (6.11%) Applications Architect
6 18 (4.58%) Business Analyst
6 18 (4.58%) IT Manager
7 16 (4.07%) Consultant
8 14 (3.56%) Full Stack Developer
8 14 (3.56%) Graduate
9 13 (3.31%) Auditor
9 13 (3.31%) IT Auditor
9 13 (3.31%) Lead DevOps
9 13 (3.31%) Support Engineer
10 12 (3.05%) Junior
10 12 (3.05%) Principal Project Manager
10 12 (3.05%) Software Developer
11 11 (2.80%) .NET Developer
11 11 (2.80%) Applications Developer
11 11 (2.80%) C# Developer
Libraries, Frameworks & Software Standards
1 65 (16.54%) .NET
2 63 (16.03%) HTML
3 51 (12.98%) Web Services
4 41 (10.43%) CSS
5 33 (8.40%) AngularJS
6 22 (5.60%) XSLT
7 20 (5.09%) HTML5
7 20 (5.09%) jQuery
8 19 (4.83%) ASP.NET
9 18 (4.58%) WPF
10 16 (4.07%) REST
11 14 (3.56%) XML
12 10 (2.54%) ASP.NET Web API
12 10 (2.54%) PhoneGap
12 10 (2.54%) WinForms
13 9 (2.29%) Node.js
13 9 (2.29%) SOAP
14 8 (2.04%) CSS3
14 8 (2.04%) WCF
15 7 (1.78%) RESTful
Miscellaneous
1 57 (14.50%) Self-Motivation
2 29 (7.38%) Computer Science
3 28 (7.12%) Management Information System
4 23 (5.85%) Fintech
5 22 (5.60%) Linux Command Line
6 17 (4.33%) User Experience
7 16 (4.07%) VxBlock/Vblock
8 14 (3.56%) CMDB
9 13 (3.31%) Data Centre
10 10 (2.54%) Greenfield Project
11 9 (2.29%) Cyberthreat
12 8 (2.04%) Data Structures
13 6 (1.53%) Online Banking
14 4 (1.02%) Algorithms
14 4 (1.02%) CESG
14 4 (1.02%) Enterprise Software
14 4 (1.02%) LIMS
14 4 (1.02%) Public Cloud
15 3 (0.76%) Life Science
15 3 (0.76%) Security Operations Centre
Operating Systems
1 64 (16.28%) Linux
2 58 (14.76%) Windows
3 16 (4.07%) Unix
4 9 (2.29%) Windows 10
5 8 (2.04%) Windows Server
6 5 (1.27%) Windows Server 2012
7 3 (0.76%) Mac OS
7 3 (0.76%) Solaris
8 2 (0.51%) Red Hat Enterprise Linux
8 2 (0.51%) Windows 7
8 2 (0.51%) Windows Server 2008
8 2 (0.51%) Windows XP
9 1 (0.25%) Android
9 1 (0.25%) Apple iOS
Processes & Methodologies
1 228 (58.02%) Problem-Solving
2 132 (33.59%) Agile Software Development
3 75 (19.08%) Project Management
4 74 (18.83%) ITIL
5 58 (14.76%) Mentoring
5 58 (14.76%) MVC
6 49 (12.47%) Continuous Improvement
7 36 (9.16%) Waterfall
8 33 (8.40%) Service Management
8 33 (8.40%) Time Management
9 32 (8.14%) Scrum
10 31 (7.89%) Coaching
10 31 (7.89%) CRM
10 31 (7.89%) Migration
11 30 (7.63%) Analytics
11 30 (7.63%) Test Automation
12 29 (7.38%) SOA
13 28 (7.12%) Configuration Management
14 25 (6.36%) DevOps
15 24 (6.11%) Performance Monitoring
Programming Languages
1 97 (24.68%) SQL
2 84 (21.37%) C#
3 65 (16.54%) Java
4 56 (14.25%) JavaScript
5 44 (11.20%) C++
6 43 (10.94%) T-SQL
7 26 (6.62%) Python
8 10 (2.54%) C
8 10 (2.54%) PHP
8 10 (2.54%) VB.NET
9 8 (2.04%) Bash Shell
10 6 (1.53%) ABAP
10 6 (1.53%) PL/SQL
11 5 (1.27%) Delphi
12 4 (1.02%) Perl
13 3 (0.76%) MATLAB
14 2 (0.51%) PowerShell
14 2 (0.51%) TypeScript
15 1 (0.25%) Apex Code
15 1 (0.25%) XQuery
Qualifications
1 107 (27.23%) Degree
2 56 (14.25%) Security Cleared
3 46 (11.70%) SC Cleared
4 25 (6.36%) ITIL Certification
5 18 (4.58%) CISSP
6 15 (3.82%) CISA
7 12 (3.05%) ISTQB
8 11 (2.80%) DV Cleared
9 10 (2.54%) ISEB
10 7 (1.78%) VMware Certified Professional (VCP)
11 5 (1.27%) MCSA
11 5 (1.27%) MCSE
11 5 (1.27%) Microsoft Certification
11 5 (1.27%) VCP6
12 4 (1.02%) CESG Certified Professional
12 4 (1.02%) Computer Science Degree
12 4 (1.02%) SANS
13 3 (0.76%) ISO 27001 Lead Implementer
13 3 (0.76%) PMI Certification
13 3 (0.76%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 24 (6.11%) QA
2 17 (4.33%) ISO/IEC 27001
3 16 (4.07%) GDPR
4 15 (3.82%) PCI DSS
4 15 (3.82%) SLA
5 13 (3.31%) COBIT
6 7 (1.78%) Data Quality
7 4 (1.02%) GPG13
8 2 (0.51%) PMO
9 1 (0.25%) ISO/IEC 20000
9 1 (0.25%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 1 (0.25%) RMADS
System Software
1 24 (6.11%) Docker
2 17 (4.33%) vCloud
2 17 (4.33%) VMware Infrastructure
2 17 (4.33%) vSphere
3 14 (3.56%) VMware NSX
4 9 (2.29%) Active Directory
5 5 (1.27%) VMware ESXi
6 2 (0.51%) Firmware
7 1 (0.25%) Hyper-V
7 1 (0.25%) Virtual Machines
Systems Management
1 20 (5.09%) EMC NetWorker
2 14 (3.56%) Ansible
3 13 (3.31%) Puppet
4 7 (1.78%) Kubernetes
5 3 (0.76%) Nagios
5 3 (0.76%) Opscode Chef
5 3 (0.76%) Terraform
5 3 (0.76%) WSUS
6 2 (0.51%) OfficeScan
7 1 (0.25%) HP ALM
7 1 (0.25%) Microsoft Clustering
7 1 (0.25%) SCCM
Vendors
1 84 (21.37%) Microsoft
2 43 (10.94%) Oracle
3 37 (9.41%) VMware
4 27 (6.87%) Cisco
5 18 (4.58%) SAP
6 16 (4.07%) ServiceNow
7 14 (3.56%) Pega
8 13 (3.31%) Sitecore
9 10 (2.54%) Google
9 10 (2.54%) Xamarin
10 6 (1.53%) Avaya
10 6 (1.53%) CheckPoint
10 6 (1.53%) McAfee
10 6 (1.53%) Riverbed
11 5 (1.27%) Atlassian
11 5 (1.27%) Intel
12 4 (1.02%) MKS
12 4 (1.02%) Salesforce.com
13 3 (0.76%) IBM
13 3 (0.76%) Remedy