Period
to 22 August 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 22 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Hampshire
6 months to
22 Aug 2018
Same period 2017 Same period 2016
Rank 36 44 41
Rank change year-on-year +8 -3 -9
Permanent jobs citing Analytical Skills 462 331 471
As % of all permanent IT jobs advertised in Hampshire 7.14% 5.65% 6.84%
As % of the Miscellaneous category 18.22% 15.11% 18.38%
Number of salaries quoted 372 285 405
Hampshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £26,265 £23,750 £21,850
90th Percentile £74,625 £60,000 £66,250
South East median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -1.16%

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 2,535 2,190 2,563
As % of all permanent IT jobs advertised in Hampshire 39.15% 37.38% 37.21%
Number of salaries quoted 2,027 1,856 2,187
Hampshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £26,250 £22,875 £25,000
90th Percentile £71,250 £65,000 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 22 August 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 22 August 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 +34 144 £60,000 +50.00% 11
Southampton +3 92 £40,500 +8.00% 10
Farnborough +5 56 £36,000 -15.29% 12
Portsmouth +29 45 £41,750 -9.73% 5
Winchester +16 28 £32,500 -13.33% 3
Fareham -18 18 £40,000 +14.29% 1
Eastleigh -11 12 £32,500 -18.75% 2
Fleet -11 9 £52,500 +23.53% 1
Andover -8 5 £40,000 +18.17% 3
Havant -6 4 £56,000 +31.76% 2
Petersfield +10 3 £35,000 -17.65% 1
Yateley - 2 £60,000 -
Romsey - 1 - -
Analytical Skills
South East

For the 6 months to 22 August 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.

1 241 (52.16%) Problem-Solving
2 150 (32.47%) Agile Software Development
3 132 (28.57%) Degree
4 129 (27.92%) SQL
5 119 (25.76%) C#
6 99 (21.43%) Microsoft
7 83 (17.97%) HTML
8 80 (17.32%) Linux
9 79 (17.10%) ITIL
10 78 (16.88%) Finance
11 71 (15.37%) Web Services
12 70 (15.15%) JavaScript
12 70 (15.15%) .NET
13 68 (14.72%) Project Management
14 65 (14.07%) Java
15 62 (13.42%) Self-Motivation
15 62 (13.42%) Git (software)
16 59 (12.77%) Windows
16 59 (12.77%) MVC
17 58 (12.55%) Retail
18 57 (12.34%) Manufacturing
18 57 (12.34%) CSS
19 54 (11.69%) Mentoring
20 51 (11.04%) Security Cleared
21 45 (9.74%) Scrum
21 45 (9.74%) SQL Server
22 44 (9.52%) C++
23 43 (9.31%) Continuous Improvement
24 41 (8.87%) AngularJS
24 41 (8.87%) Service Management

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 (3.46%) JBoss
2 13 (2.81%) WebLogic
3 12 (2.60%) Apache
4 10 (2.16%) Confluence
4 10 (2.16%) SharePoint
5 8 (1.73%) IIS
6 5 (1.08%) NServiceBus
7 4 (0.87%) CMS
7 4 (0.87%) Drupal
8 3 (0.65%) Oracle SOA Suite
8 3 (0.65%) Oracle Workflow
8 3 (0.65%) SAS
8 3 (0.65%) Skype for Business
8 3 (0.65%) Tomcat
9 2 (0.43%) Apache Spark
9 2 (0.43%) BizTalk Server
9 2 (0.43%) MS Exchange
10 1 (0.22%) Exchange Server 2003
10 1 (0.22%) MS Project Server
10 1 (0.22%) NetWeaver
Applications
1 40 (8.66%) Microsoft Office
2 38 (8.23%) Microsoft Excel
3 24 (5.19%) Microsoft Project
4 12 (2.60%) Microsoft PowerPoint
5 4 (0.87%) MS Visio
5 4 (0.87%) SPSS
6 3 (0.65%) OrCAD
7 2 (0.43%) Photoshop
7 2 (0.43%) Spreadsheet
8 1 (0.22%) Stata
Business Applications
1 15 (3.25%) Dynamics CRM
2 8 (1.73%) SAP ERP
3 5 (1.08%) SAP MM
4 3 (0.65%) Oracle EBS
4 3 (0.65%) SAP APO
5 2 (0.43%) BusinessWorks
5 2 (0.43%) Oracle EBS R12
5 2 (0.43%) Oracle ERP
5 2 (0.43%) SAP CO
5 2 (0.43%) SAP FI
5 2 (0.43%) SAP FI/CO
5 2 (0.43%) SAP FSCM
5 2 (0.43%) SAP S/4HANA
6 1 (0.22%) Adobe Campaign
6 1 (0.22%) Eloqua
6 1 (0.22%) NetSuite
6 1 (0.22%) Oracle Payables
6 1 (0.22%) Payment Gateway
6 1 (0.22%) SAP QM
6 1 (0.22%) Unica
Cloud Services
1 31 (6.71%) Amazon AWS
2 25 (5.41%) SaaS
3 24 (5.19%) Microsoft Azure
4 19 (4.11%) IaaS
5 15 (3.25%) Office 365
6 14 (3.03%) PaaS
7 11 (2.38%) AWS Lambda
7 11 (2.38%) Cloud Computing
7 11 (2.38%) Serverless
8 10 (2.16%) Basecamp
9 9 (1.95%) GitHub
10 5 (1.08%) Dynamics 365
11 2 (0.43%) Amazon EMR
11 2 (0.43%) Google Cloud Platform
12 1 (0.22%) Adobe Analytics
12 1 (0.22%) AdWords
12 1 (0.22%) Google Analytics
12 1 (0.22%) Silverpop
Communications & Networking
1 22 (4.76%) Firewall
1 22 (4.76%) VPN
2 18 (3.90%) Cisco ASA
3 8 (1.73%) Intrusion Detection
3 8 (1.73%) Network Security
4 7 (1.52%) Internet
5 6 (1.30%) HTTP
5 6 (1.30%) WAN
6 5 (1.08%) DNS
6 5 (1.08%) LAN
6 5 (1.08%) SAN
6 5 (1.08%) Skype
7 4 (0.87%) Cisco IOS
7 4 (0.87%) DHCP
7 4 (0.87%) RS-232
7 4 (0.87%) RS-485
7 4 (0.87%) Wireshark
8 3 (0.65%) TCP/IP
8 3 (0.65%) VLAN
9 2 (0.43%) CTI
Database & Business Intelligence
1 45 (9.74%) SQL Server
2 16 (3.46%) MS Access
3 15 (3.25%) MySQL
4 10 (2.16%) Data Warehouse
5 9 (1.95%) Big Data
6 7 (1.52%) SAP BW
7 5 (1.08%) InfluxDB
8 4 (0.87%) Oracle Reports
9 3 (0.65%) Data Mart
9 3 (0.65%) DTS
9 3 (0.65%) OLAP
9 3 (0.65%) OLAP Cube
10 2 (0.43%) Hadoop
10 2 (0.43%) NoSQL
10 2 (0.43%) PostgreSQL
10 2 (0.43%) Relational Database
10 2 (0.43%) SQL Server Integration Services
11 1 (0.22%) Cosmos DB
11 1 (0.22%) Electronic Patient Records
11 1 (0.22%) HDInsight
Development Applications
1 62 (13.42%) Git (software)
2 32 (6.93%) Team Foundation Server
3 21 (4.55%) JIRA
4 18 (3.90%) Jenkins
5 15 (3.25%) Selenium
6 14 (3.03%) Subversion
7 10 (2.16%) TeamCity
8 9 (1.95%) Gerrit
8 9 (1.95%) Octopus Deploy
9 5 (1.08%) Cucumber
9 5 (1.08%) Toad
9 5 (1.08%) webpack
10 4 (0.87%) eCATT
10 4 (0.87%) LSMW
10 4 (0.87%) Moq
10 4 (0.87%) NUnit
10 4 (0.87%) Oracle APEX
10 4 (0.87%) Visual Studio
11 3 (0.65%) SpecFlow
12 2 (0.43%) SQL Server Management Studio (SSMS)
General
1 78 (16.88%) Finance
2 58 (12.55%) Retail
3 57 (12.34%) Manufacturing
4 23 (4.98%) Marketing
5 14 (3.03%) Banking
5 14 (3.03%) Electronics
6 13 (2.81%) Legal
6 13 (2.81%) Publishing
7 11 (2.38%) Law
8 9 (1.95%) Telecoms
9 6 (1.30%) Automotive
10 4 (0.87%) Billing
11 3 (0.65%) Advertising
11 3 (0.65%) General Ledger
12 2 (0.43%) Aerospace
13 1 (0.22%) Back Office
13 1 (0.22%) Brand Awareness
13 1 (0.22%) Military
Job Titles
1 103 (22.29%) Developer
2 82 (17.75%) Analyst
3 49 (10.61%) Architect
4 39 (8.44%) Consultant
5 31 (6.71%) Business Analyst
6 21 (4.55%) Applications Architect
7 19 (4.11%) Implementation Consultant
7 19 (4.11%) Project Manager
8 18 (3.90%) IT Manager
8 18 (3.90%) Software Developer
9 15 (3.25%) Implementation Manager
10 14 (3.03%) Junior
10 14 (3.03%) Support Engineer
11 13 (2.81%) Applications Developer
11 13 (2.81%) Incident Manager
11 13 (2.81%) Junior Developer
12 12 (2.60%) Full Stack Developer
12 12 (2.60%) Major Incident Manager
13 11 (2.38%) Incident and Problem Manager
13 11 (2.38%) Python Developer
Libraries, Frameworks & Software Standards
1 83 (17.97%) HTML
2 71 (15.37%) Web Services
3 70 (15.15%) .NET
4 57 (12.34%) CSS
5 41 (8.87%) AngularJS
6 27 (5.84%) HTML5
7 25 (5.41%) XSLT
8 20 (4.33%) jQuery
8 20 (4.33%) REST
8 20 (4.33%) WPF
9 19 (4.11%) ASP.NET
10 15 (3.25%) XML
11 12 (2.60%) SOAP
11 12 (2.60%) WCF
12 11 (2.38%) NumPy
12 11 (2.38%) Pandas
13 9 (1.95%) ASP.NET Web API
13 9 (1.95%) CSS3
13 9 (1.95%) Node.js
13 9 (1.95%) Spring
Miscellaneous
1 62 (13.42%) Self-Motivation
2 38 (8.23%) Computer Science
3 24 (5.19%) Management Information System
4 19 (4.11%) Data Centre
5 17 (3.68%) Linux Command Line
6 16 (3.46%) Fintech
7 11 (2.38%) CMDB
8 10 (2.16%) Algorithms
8 10 (2.16%) Analytical Mindset
8 10 (2.16%) VxBlock/Vblock
9 9 (1.95%) Greenfield Project
10 8 (1.73%) Data Structures
11 7 (1.52%) Enterprise Software
11 7 (1.52%) Field-Programmable Gate Array
12 5 (1.08%) Public Cloud
12 5 (1.08%) User Experience
13 4 (0.87%) LIMS
14 3 (0.65%) EMV
14 3 (0.65%) Online Banking
14 3 (0.65%) Replication
Operating Systems
1 80 (17.32%) Linux
2 59 (12.77%) Windows
3 20 (4.33%) Unix
4 13 (2.81%) Windows Server
5 10 (2.16%) Windows 10
6 8 (1.73%) Red Hat Enterprise Linux
7 7 (1.52%) CentOS
8 6 (1.30%) Windows Server 2012
9 4 (0.87%) Mac OS
9 4 (0.87%) Solaris
10 2 (0.43%) Windows 7
10 2 (0.43%) Windows Server 2008
10 2 (0.43%) Windows XP
11 1 (0.22%) Android
11 1 (0.22%) Apple iOS
Processes & Methodologies
1 241 (52.16%) Problem-Solving
2 150 (32.47%) Agile Software Development
3 79 (17.10%) ITIL
4 68 (14.72%) Project Management
5 59 (12.77%) MVC
6 54 (11.69%) Mentoring
7 45 (9.74%) Scrum
8 43 (9.31%) Continuous Improvement
9 41 (8.87%) Service Management
10 39 (8.44%) SOA
11 38 (8.23%) Time Management
12 37 (8.01%) Migration
13 36 (7.79%) CRM
14 31 (6.71%) Analytics
15 27 (5.84%) Data Analysis
15 27 (5.84%) Decision-Making
15 27 (5.84%) Test Automation
15 27 (5.84%) Test Scripting
16 26 (5.63%) Business Intelligence
16 26 (5.63%) Data Management
Programming Languages
1 129 (27.92%) SQL
2 119 (25.76%) C#
3 70 (15.15%) JavaScript
4 65 (14.07%) Java
5 44 (9.52%) C++
6 40 (8.66%) Python
7 36 (7.79%) T-SQL
8 21 (4.55%) C
9 11 (2.38%) VB.NET
10 10 (2.16%) Bash Shell
11 9 (1.95%) ABAP
12 6 (1.30%) PL/SQL
12 6 (1.30%) PowerShell
13 5 (1.08%) Delphi
13 5 (1.08%) MATLAB
13 5 (1.08%) PHP
13 5 (1.08%) R
14 4 (0.87%) Perl
15 2 (0.43%) XPath
15 2 (0.43%) XQuery
Qualifications
1 132 (28.57%) Degree
2 51 (11.04%) Security Cleared
3 35 (7.58%) SC Cleared
4 18 (3.90%) ITIL Certification
5 12 (2.60%) DV Cleared
6 11 (2.38%) PMI Certification
7 10 (2.16%) Computer Science Degree
7 10 (2.16%) ISO 27001 Lead Implementer
7 10 (2.16%) PMP
8 9 (1.95%) CISSP
8 9 (1.95%) PRINCE2 Certification
9 8 (1.73%) ISEB
9 8 (1.73%) Numerate Degree
10 7 (1.52%) CISA
10 7 (1.52%) ISTQB
11 6 (1.30%) RHCSA
12 5 (1.08%) SANS
13 4 (0.87%) ITIL Foundation Certificate
13 4 (0.87%) MCP
13 4 (0.87%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 30 (6.49%) QA
2 14 (3.03%) ISO/IEC 27001
3 13 (2.81%) Data Quality
3 13 (2.81%) SLA
4 12 (2.60%) GDPR
5 8 (1.73%) PCI DSS
6 6 (1.30%) ISO 13485
7 5 (1.08%) PMO
8 4 (0.87%) COBIT
9 3 (0.65%) GPG13
10 1 (0.22%) ISO/IEC 20000
System Software
1 23 (4.98%) Docker
2 14 (3.03%) Active Directory
3 12 (2.60%) VMware Infrastructure
3 12 (2.60%) vSphere
4 11 (2.38%) vCloud
5 8 (1.73%) VMware NSX
6 4 (0.87%) Firmware
7 2 (0.43%) Hyper-V
8 1 (0.22%) Virtual Machines
Systems Management
1 14 (3.03%) Ansible
1 14 (3.03%) Puppet
2 11 (2.38%) Kubernetes
3 10 (2.16%) EMC NetWorker
4 6 (1.30%) WSUS
5 5 (1.08%) Nessus
5 5 (1.08%) Opscode Chef
6 3 (0.65%) Nagios
6 3 (0.65%) OfficeScan
6 3 (0.65%) Red Hat Satellite
7 2 (0.43%) Failover Clustering
7 2 (0.43%) Tivoli Storage Manager
8 1 (0.22%) HP ALM
8 1 (0.22%) Microsoft Clustering
8 1 (0.22%) Oozie
8 1 (0.22%) SCCM
Vendors
1 99 (21.43%) Microsoft
2 38 (8.23%) Oracle
3 33 (7.14%) VMware
4 23 (4.98%) Cisco
4 23 (4.98%) SAP
5 12 (2.60%) ServiceNow
6 10 (2.16%) Pega
7 9 (1.95%) Sitecore
7 9 (1.95%) Xamarin
8 6 (1.30%) Intel
9 4 (0.87%) Google
9 4 (0.87%) MKS
9 4 (0.87%) MuleSoft
10 3 (0.65%) Atlassian
10 3 (0.65%) Becrypt
10 3 (0.65%) Ivanti
10 3 (0.65%) Qualys
10 3 (0.65%) Snow
10 3 (0.65%) Trend Micro
10 3 (0.65%) Xilinx