Period
to 25 May 2019

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Hampshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 25 May 2019 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Skills
South East > Hampshire
6 months to
25 May 2019
Same period 2018 Same period 2017
Rank 27 38 43
Rank change year-on-year +11 +5 -4
Contract jobs citing Analytical Skills 239 201 152
As % of all contract IT jobs advertised in Hampshire 6.73% 5.25% 4.32%
As % of the Miscellaneous category 21.30% 17.08% 14.33%
Number of daily rates quoted 154 107 102
Hampshire median daily rate £450 £420 £350
Median daily rate % change year-on-year +7.14% +20.00% -5.41%
10th Percentile £257 £306 £143
90th Percentile £623 £553 £603
South East median daily rate £425 £425 £400
% change year-on-year - +6.25% +1.01%
Number of hourly rates quoted 22 12 16
Hampshire median hourly rate £13.00 £15.25 £18.75
Median hourly rate % change year-on-year -14.75% -18.67% -29.91%
10th Percentile £11.15 £10.50 £14.63
90th Percentile £26.11 £37.50 £54.53
South East median hourly rate £16.50 £20.00 £17.50
% change year-on-year -17.50% +14.29% -7.89%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for generic IT skills.

All Generic IT Skills
Hampshire
Contract vacancies with a requirement for generic IT skills 1,122 1,177 1,061
As % of all contract IT jobs advertised in Hampshire 31.60% 30.73% 30.12%
Number of daily rates quoted 713 632 656
Hampshire median daily rate £430 £421 £425
Median daily rate % change year-on-year +2.05% -0.86% +13.33%
10th Percentile £293 £269 £263
90th Percentile £593 £549 £575
South East median daily rate £443 £425 £400
% change year-on-year +4.12% +6.25% -
Number of hourly rates quoted 71 80 92
Hampshire median hourly rate £18.00 £31.75 £20.00
Median hourly rate % change year-on-year -43.31% +58.75% -52.38%
10th Percentile £11.00 £11.75 £12.50
90th Percentile £50.00 £50.00 £46.00
South East median hourly rate £18.10 £26.87 £16.50
% change year-on-year -32.64% +62.82% -29.79%

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
Contractor Daily Rate Trend in Hampshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Hampshire.

Contractor daily rate trend for Analytical Skills in Hampshire

Analytical Skills
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Analytical Skills in Hampshire over the 6 months to 25 May 2019.

Contractor daily rate histogram for Analytical Skills in Hampshire

Analytical Skills
Contractor Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Hampshire.

Contractor hourly rate trend for Analytical Skills in Hampshire

Analytical Skills
Contractor Hourly Rate Histogram in Hampshire

The hourly rate distribution of IT jobs citing Analytical Skills in Hampshire over the 6 months to 25 May 2019.

Contractor hourly rate histogram for Analytical Skills in Hampshire

Analytical Skills
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the Hampshire region over the 6 months to 25 May 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Portsmouth -1 30 £475 +13.10% 4
Southampton -6 28 £505 +13.80% 6
Farnborough +12 27 £450 +12.50% 7
Basingstoke +7 27 £310 -11.43% 2
Havant +7 22 £615 +11.82%
Hook -4 17 £465 +41.98%
Fareham -6 14 £210 -50.59%
Aldershot -7 13 £425 +3.66%
Winchester -4 6 £350 -7.28% 1
Andover +9 1 £450 +5.88% 1
Eastleigh -4 1 £388 -3.13%
Fleet -8 1 - -
Waterlooville - 1 £263 -
Romsey - 1 £500 -
Analytical Skills
South East

For the 6 months to 25 May 2019, IT contractor 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 contract job ads across the Hampshire region with a requirement for Analytical Skills.

1 92 (38.49%) Problem-Solving
2 72 (30.13%) Security Cleared
3 68 (28.45%) Microsoft
4 52 (21.76%) SC Cleared
5 48 (20.08%) Windows
6 47 (19.67%) Degree
7 46 (19.25%) Active Directory
8 45 (18.83%) Agile Software Development
9 43 (17.99%) SQL
10 35 (14.64%) Microsoft Azure
11 33 (13.81%) Linux
11 33 (13.81%) Finance
11 33 (13.81%) DevOps
12 32 (13.39%) Migration
13 30 (12.55%) Management Information System
13 30 (12.55%) Citrix
14 29 (12.13%) Project Management
14 29 (12.13%) C#
14 29 (12.13%) Analytics
15 28 (11.72%) SQL Server
16 25 (10.46%) Python
16 25 (10.46%) VMware
17 24 (10.04%) Data Modelling
17 24 (10.04%) Oracle
17 24 (10.04%) Microsoft Office
17 24 (10.04%) ITIL
17 24 (10.04%) Business Intelligence
17 24 (10.04%) VMware Infrastructure
18 22 (9.21%) Windows Server
19 21 (8.79%) TOGAF

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 14 (5.86%) SharePoint
1 14 (5.86%) Skype for Business
2 13 (5.44%) IIS
3 6 (2.51%) WebSphere
4 5 (2.09%) Confluence
5 4 (1.67%) Apache Spark
5 4 (1.67%) SharePoint 2013
5 4 (1.67%) WebLogic
6 3 (1.26%) Apache
6 3 (1.26%) Apache ServiceMix
6 3 (1.26%) GlassFish
6 3 (1.26%) JBoss
6 3 (1.26%) JRun
6 3 (1.26%) Oracle SOA Suite
6 3 (1.26%) SAS
6 3 (1.26%) Tomcat
6 3 (1.26%) WebSphere Application Server
7 2 (0.84%) Adobe Experience Manager
7 2 (0.84%) Apache Solr
7 2 (0.84%) Elasticsearch
Applications
1 24 (10.04%) Microsoft Office
2 21 (8.79%) Microsoft Excel
3 6 (2.51%) Microsoft PowerPoint
4 4 (1.67%) MS Visio
5 2 (0.84%) Microsoft Project
5 2 (0.84%) SPSS
6 1 (0.42%) Spreadsheet
6 1 (0.42%) Stata
Business Applications
1 4 (1.67%) SAP ERP
1 4 (1.67%) SAP MM
2 2 (0.84%) Dynamics CRM
2 2 (0.84%) Dynamics NAV
2 2 (0.84%) Remedy ITSM
2 2 (0.84%) Workday HCM
3 1 (0.42%) SAP Oil and Gas
Cloud Services
1 35 (14.64%) Microsoft Azure
2 13 (5.44%) Amazon AWS
2 13 (5.44%) Azure Active Directory
2 13 (5.44%) Azure ExpressRoute
3 8 (3.35%) SaaS
4 6 (2.51%) Power Platform
5 5 (2.09%) Office 365
6 4 (1.67%) Amazon EMR
6 4 (1.67%) Google Cloud Platform
6 4 (1.67%) PaaS
7 2 (0.84%) Azure Machine Learning
7 2 (0.84%) Data Lake Analytics
7 2 (0.84%) IaaS
7 2 (0.84%) OpenShift
8 1 (0.42%) Cloud Computing
8 1 (0.42%) Dynamics 365
8 1 (0.42%) GitHub
Communications & Networking
1 14 (5.86%) Skype
2 12 (5.02%) DNS
3 8 (3.35%) Firewall
4 6 (2.51%) DHCP
4 6 (2.51%) Internet
4 6 (2.51%) LAN
5 3 (1.26%) AMQP
5 3 (1.26%) Kerberos
5 3 (1.26%) SAN
5 3 (1.26%) SSL
5 3 (1.26%) Wireshark
6 2 (0.84%) DAB
6 2 (0.84%) Intranet
6 2 (0.84%) Intrusion Detection
6 2 (0.84%) Network Security
6 2 (0.84%) VPN
6 2 (0.84%) WAN
7 1 (0.42%) DOCSIS
7 1 (0.42%) RFID
7 1 (0.42%) Wi-Fi
Database & Business Intelligence
1 28 (11.72%) SQL Server
2 11 (4.60%) Data Warehouse
3 10 (4.18%) Big Data
4 6 (2.51%) Cosmos DB
4 6 (2.51%) Power BI
5 5 (2.09%) NoSQL
5 5 (2.09%) SQL Server 2008
5 5 (2.09%) SQL Server 2012
5 5 (2.09%) SQL Server 2016
5 5 (2.09%) SQL Server Integration Services
5 5 (2.09%) SQL Server Reporting Services
6 4 (1.67%) Apache Cassandra
6 4 (1.67%) Hadoop
6 4 (1.67%) HBase
6 4 (1.67%) OLAP
6 4 (1.67%) Relational Database
7 3 (1.26%) Data Mining
7 3 (1.26%) Oracle Database
7 3 (1.26%) PostgreSQL
7 3 (1.26%) SQL Server 2005
Development Applications
1 11 (4.60%) JIRA
2 8 (3.35%) Visual Studio
3 6 (2.51%) Jenkins
4 5 (2.09%) JMeter
4 5 (2.09%) NUnit
5 4 (1.67%) Ant
5 4 (1.67%) ClearCase
5 4 (1.67%) CppUnit
5 4 (1.67%) GoogleTest
5 4 (1.67%) Selenium
5 4 (1.67%) Subversion
5 4 (1.67%) Team Foundation Server
5 4 (1.67%) WebDriver
6 3 (1.26%) Cucumber
6 3 (1.26%) Fiddler
6 3 (1.26%) SpecFlow
7 2 (0.84%) ERwin
7 2 (0.84%) Rational DOORS
7 2 (0.84%) SoapUI
7 2 (0.84%) Visual Studio Team System
General
1 33 (13.81%) Finance
2 15 (6.28%) Manufacturing
3 13 (5.44%) Telecoms
4 11 (4.60%) Marketing
5 7 (2.93%) Electronics
6 6 (2.51%) Aerospace
7 5 (2.09%) Banking
8 4 (1.67%) Military
9 1 (0.42%) Arabic Language
9 1 (0.42%) Front Office
9 1 (0.42%) Legal
9 1 (0.42%) Local Government
9 1 (0.42%) Retail
9 1 (0.42%) Retail Banking
Job Titles
1 47 (19.67%) Analyst
2 37 (15.48%) Architect
3 24 (10.04%) Developer
4 17 (7.11%) Test Engineer
5 16 (6.69%) Business Analyst
6 15 (6.28%) Administrator
7 14 (5.86%) Infrastructure Architect
8 12 (5.02%) Consultant
8 12 (5.02%) Data Architect
8 12 (5.02%) Software Engineer
9 10 (4.18%) Project Manager
10 9 (3.77%) IT Support
11 8 (3.35%) 1st Line Support
11 8 (3.35%) Azure Architect
11 8 (3.35%) Data Analyst
11 8 (3.35%) First Line Help Desk Support
11 8 (3.35%) Help Desk Support
11 8 (3.35%) Service Desk Support
12 7 (2.93%) Service Desk Analyst
12 7 (2.93%) Splunk Administrator
Libraries, Frameworks & Software Standards
1 12 (5.02%) Middleware
2 11 (4.60%) XML
3 9 (3.77%) .NET
4 8 (3.35%) HTML
5 7 (2.93%) ASP.NET
5 7 (2.93%) CSS
5 7 (2.93%) SOAP
5 7 (2.93%) Spring
5 7 (2.93%) WPF
5 7 (2.93%) WSDL
6 6 (2.51%) REST
6 6 (2.51%) WCF
6 6 (2.51%) WinForms
7 4 (1.67%) AngularJS
7 4 (1.67%) Web Services
8 3 (1.26%) Entity Framework
8 3 (1.26%) J2EE
8 3 (1.26%) Node.js
8 3 (1.26%) RabbitMQ
8 3 (1.26%) XSLT
Miscellaneous
1 30 (12.55%) Management Information System
2 14 (5.86%) Cloud Native
3 11 (4.60%) Data Structures
3 11 (4.60%) Self-Motivation
4 8 (3.35%) CESG
4 8 (3.35%) Data Protection Act
5 7 (2.93%) Algorithms
5 7 (2.93%) Client/Server
5 7 (2.93%) PKI
6 6 (2.51%) Life Science
6 6 (2.51%) Virtual Team
7 5 (2.09%) PMI
8 4 (1.67%) Cyberthreat
8 4 (1.67%) Derivative
8 4 (1.67%) Mainframe
8 4 (1.67%) NHS
8 4 (1.67%) User Experience
9 2 (0.84%) Data Centre
9 2 (0.84%) Mobile App
9 2 (0.84%) Public Cloud
Operating Systems
1 48 (20.08%) Windows
2 33 (13.81%) Linux
3 22 (9.21%) Windows Server
4 14 (5.86%) Unix
4 14 (5.86%) Windows 10
5 6 (2.51%) Windows Server 2012
6 3 (1.26%) Windows 7
7 2 (0.84%) Red Hat Enterprise Linux
7 2 (0.84%) Windows Server 2008
8 1 (0.42%) AIX
8 1 (0.42%) Windows XP
Processes & Methodologies
1 92 (38.49%) Problem-Solving
2 45 (18.83%) Agile Software Development
3 33 (13.81%) DevOps
4 32 (13.39%) Migration
5 29 (12.13%) Analytics
5 29 (12.13%) Project Management
6 24 (10.04%) Business Intelligence
6 24 (10.04%) Data Modelling
6 24 (10.04%) ITIL
7 21 (8.79%) TOGAF
8 20 (8.37%) Software Engineering
9 17 (7.11%) Stakeholder Management
9 17 (7.11%) Statistics
9 17 (7.11%) Visualisation
10 16 (6.69%) Data Science
10 16 (6.69%) Test Automation
11 15 (6.28%) Data Analysis
11 15 (6.28%) Network Design
12 14 (5.86%) Business Analysis
12 14 (5.86%) Scrum
Programming Languages
1 43 (17.99%) SQL
2 29 (12.13%) C#
3 25 (10.46%) Python
4 13 (5.44%) JavaScript
5 11 (4.60%) Java
6 10 (4.18%) C
7 7 (2.93%) MATLAB
8 4 (1.67%) C++
8 4 (1.67%) PL/SQL
8 4 (1.67%) R
9 3 (1.26%) PowerShell
10 2 (0.84%) T-SQL
11 1 (0.42%) ABAP
11 1 (0.42%) Shell Script
11 1 (0.42%) TypeScript
Qualifications
1 72 (30.13%) Security Cleared
2 52 (21.76%) SC Cleared
3 47 (19.67%) Degree
4 15 (6.28%) DV Cleared
5 9 (3.77%) CESG Certified Professional
5 9 (3.77%) MCSE
5 9 (3.77%) Microsoft Certification
6 7 (2.93%) TOGAF Certification
7 6 (2.51%) ITIL Certification
7 6 (2.51%) MCSA
7 6 (2.51%) PhD
7 6 (2.51%) PMI Certification
8 5 (2.09%) ISO 27001 Lead Auditor
9 4 (1.67%) CCIE
9 4 (1.67%) CISA
9 4 (1.67%) Cisco Certification
9 4 (1.67%) CISSP
9 4 (1.67%) ISACA
10 3 (1.26%) CCNA
10 3 (1.26%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 10 (4.18%) GDPR
2 8 (3.35%) Data Quality
3 6 (2.51%) ISO/IEC 27001
3 6 (2.51%) QA
4 5 (2.09%) JSP 440
4 5 (2.09%) RMADS
4 5 (2.09%) Sarbanes-Oxley
5 3 (1.26%) PMO
6 2 (0.84%) ARP4754
6 2 (0.84%) ARP4761
6 2 (0.84%) Def Stans
6 2 (0.84%) DO-178B
6 2 (0.84%) DO-254
6 2 (0.84%) HAZOP
6 2 (0.84%) IEC 61508
6 2 (0.84%) SLA
7 1 (0.42%) Disclosure Scotland
7 1 (0.42%) PCI DSS
System Software
1 46 (19.25%) Active Directory
2 24 (10.04%) VMware Infrastructure
3 16 (6.69%) Hyper-V
4 10 (4.18%) vSphere
5 9 (3.77%) Microsoft App-V
6 7 (2.93%) XenApp
7 6 (2.51%) Docker
8 3 (1.26%) Virtual Machines
9 2 (0.84%) Samba
10 1 (0.42%) Oracle RAC
10 1 (0.42%) Terminal Server
Systems Management
1 10 (4.18%) SCCM
1 10 (4.18%) SCOM
2 4 (1.67%) Oozie
3 3 (1.26%) Ansible
3 3 (1.26%) Cisco CUCM
3 3 (1.26%) WebInspect
4 2 (0.84%) Data Guard
4 2 (0.84%) HP ALM
4 2 (0.84%) Tivoli
5 1 (0.42%) IBM Guardium
5 1 (0.42%) Kubernetes
5 1 (0.42%) Nagios
5 1 (0.42%) Puppet
Vendors
1 68 (28.45%) Microsoft
2 30 (12.55%) Citrix
3 25 (10.46%) VMware
4 24 (10.04%) Oracle
5 18 (7.53%) ServiceNow
6 14 (5.86%) IBM
7 12 (5.02%) SAP
8 9 (3.77%) CA
9 8 (3.35%) Cisco
9 8 (3.35%) Splunk
9 8 (3.35%) Veeam
10 5 (2.09%) Google
11 4 (1.67%) GUPTA
12 3 (1.26%) BMC
12 3 (1.26%) HP
12 3 (1.26%) Juniper
12 3 (1.26%) SolarWinds
12 3 (1.26%) Trend Micro
13 2 (0.84%) Elastic Path
13 2 (0.84%) Workday