Period
to 14 November 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 14 November 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
14 Nov 2019
Same period 2018 Same period 2017
Rank 31 43 27
Rank change year-on-year +12 -16 +8
Contract jobs citing Analytical Skills 213 200 206
As % of all contract IT jobs advertised in Hampshire 6.09% 5.33% 5.73%
As % of the Miscellaneous category 20.02% 16.31% 20.38%
Number of daily rates quoted 108 107 124
Hampshire median daily rate £451 £400 £400
Median daily rate % change year-on-year +12.81% - +14.29%
10th Percentile £300 £272 £181
90th Percentile £608 £583 £534
South East median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +1.91%
Number of hourly rates quoted 32 9 19
Hampshire median hourly rate £30.59 £34.50 £20.00
Median hourly rate % change year-on-year -11.33% +72.50% -11.11%
10th Percentile £14.00 £14.00 £13.70
90th Percentile £47.07 £38.00 £42.50
South East median hourly rate £24.00 £20.75 £18.52
% change year-on-year +15.66% +12.04% -17.69%

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 1,064 1,226 1,011
As % of all contract IT jobs advertised in Hampshire 30.42% 32.69% 28.12%
Number of daily rates quoted 640 760 591
Hampshire median daily rate £435 £443 £400
Median daily rate % change year-on-year -1.83% +10.65% +4.58%
10th Percentile £294 £281 £180
90th Percentile £600 £550 £538
South East median daily rate £430 £425 £400
% change year-on-year +1.18% +6.25% -
Number of hourly rates quoted 104 58 56
Hampshire median hourly rate £35.00 £33.82 £23.14
Median hourly rate % change year-on-year +3.49% +46.15% -32.67%
10th Percentile £12.50 £12.77 £10.83
90th Percentile £51.17 £50.00 £43.75
South East median hourly rate £31.00 £23.50 £19.34
% change year-on-year +31.91% +21.51% -14.04%

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 14 November 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 14 November 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 14 November 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 +18 36 £484 +12.02% 11
Basingstoke +20 26 £375 +28.31% 13
Southampton +7 25 £469 +17.19% 6
Havant +3 21 £488 -15.22%
Fareham +5 14 £355 -7.52% 3
Hook +6 13 £445 +4.71%
Aldershot -3 13 £453 +20.67%
Farnborough -17 10 £625 +38.89% 11
Winchester 0 8 £500 +17.65% 2
Fleet - 2 £400 -
Alton - 1 - -
Romsey - 1 £500 -
Analytical Skills
South East

For the 6 months to 14 November 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 82 (38.50%) Problem-Solving
2 63 (29.58%) Microsoft
3 58 (27.23%) Security Cleared
4 56 (26.29%) SQL
5 52 (24.41%) Azure
6 51 (23.94%) Agile Software Development
7 38 (17.84%) Windows
7 38 (17.84%) DevOps
8 35 (16.43%) Python
8 35 (16.43%) Stakeholder Management
9 34 (15.96%) SC Cleared
10 33 (15.49%) Analytics
11 29 (13.62%) Oracle
12 28 (13.15%) Business Intelligence
13 27 (12.68%) Configuration Management
13 27 (12.68%) Degree
14 26 (12.21%) Test Automation
14 26 (12.21%) Linux
15 24 (11.27%) Use Case
16 23 (10.80%) JavaScript
17 22 (10.33%) Scrum
17 22 (10.33%) C#
17 22 (10.33%) Decision-Making
18 21 (9.86%) Data Modelling
18 21 (9.86%) Software Engineering
19 20 (9.39%) Finance
20 19 (8.92%) Project Management
20 19 (8.92%) Microsoft Excel
20 19 (8.92%) C
20 19 (8.92%) Active Directory

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 (3.29%) SharePoint
2 5 (2.35%) Apache
3 3 (1.41%) IIS
4 2 (0.94%) Apache Spark
4 2 (0.94%) MS Exchange
4 2 (0.94%) Oracle Workflow
4 2 (0.94%) SAS
5 1 (0.47%) Apache Solr
5 1 (0.47%) Confluence
5 1 (0.47%) Oracle SOA Suite
5 1 (0.47%) SharePoint 2010
5 1 (0.47%) Tomcat
5 1 (0.47%) WebSphere
Applications
1 19 (8.92%) Microsoft Excel
2 6 (2.82%) Microsoft Office
2 6 (2.82%) Microsoft PowerPoint
3 3 (1.41%) InfoPath
4 2 (0.94%) Microsoft Project
5 1 (0.47%) MS Visio
5 1 (0.47%) Spreadsheet
5 1 (0.47%) SPSS
Business Applications
1 7 (3.29%) Sparx Enterprise Architect
2 4 (1.88%) Eloqua
3 2 (0.94%) Oracle Cash Management
3 2 (0.94%) Oracle EBS
3 2 (0.94%) Oracle EBS R12
3 2 (0.94%) Oracle Financials
3 2 (0.94%) Oracle General Ledger
3 2 (0.94%) Oracle Payables
3 2 (0.94%) Primavera
4 1 (0.47%) Remedy ITSM
4 1 (0.47%) SAP CO
4 1 (0.47%) SAP FI
4 1 (0.47%) SAP FI/CO
4 1 (0.47%) SAP HCM
4 1 (0.47%) SAP HR
4 1 (0.47%) SAP Payroll
4 1 (0.47%) SAP S/4HANA
Cloud Services
1 52 (24.41%) Azure
2 18 (8.45%) Power Platform
3 12 (5.63%) Azure Active Directory
4 8 (3.76%) Azure ExpressRoute
4 8 (3.76%) SaaS
5 7 (3.29%) Office 365
5 7 (3.29%) PaaS
6 4 (1.88%) AWS
6 4 (1.88%) IaaS
6 4 (1.88%) Microsoft Flow
6 4 (1.88%) PowerApps
7 2 (0.94%) Coveralls
8 1 (0.47%) BlazeMeter
8 1 (0.47%) Boomi
8 1 (0.47%) GCP
8 1 (0.47%) OneDrive
8 1 (0.47%) OpenShift
8 1 (0.47%) SuccessFactors
Communications & Networking
1 8 (3.76%) DNS
2 5 (2.35%) SAN
3 4 (1.88%) HTTP
3 4 (1.88%) LAN
3 4 (1.88%) MPLS
3 4 (1.88%) SSL
3 4 (1.88%) TCP/IP
3 4 (1.88%) WAN
4 3 (1.41%) BGP
4 3 (1.41%) Cisco ASA
4 3 (1.41%) DHCP
4 3 (1.41%) Ethernet
4 3 (1.41%) HSRP
4 3 (1.41%) IPsec
4 3 (1.41%) Kerberos
4 3 (1.41%) L2TP
4 3 (1.41%) Multicast
4 3 (1.41%) OSPF
4 3 (1.41%) RIP
5 2 (0.94%) Intranet
Database & Business Intelligence
1 18 (8.45%) Power BI
2 15 (7.04%) SQL Server
3 11 (5.16%) Relational Database
4 8 (3.76%) MongoDB
5 7 (3.29%) NoSQL
6 6 (2.82%) Big Data
6 6 (2.82%) Data Warehouse
6 6 (2.82%) PostgreSQL
7 5 (2.35%) BusinessObjects
7 5 (2.35%) MySQL
8 4 (1.88%) Hadoop
8 4 (1.88%) MariaDB
8 4 (1.88%) RDBMS
8 4 (1.88%) SQL Server 2017
9 3 (1.41%) Apache Hive
9 3 (1.41%) InfluxDB
9 3 (1.41%) OpenTSDB
9 3 (1.41%) Oracle BI EE
9 3 (1.41%) Qlik Sense
9 3 (1.41%) SQL Server 2016
Development Applications
1 12 (5.63%) Cucumber
1 12 (5.63%) Git (software)
1 12 (5.63%) JIRA
2 11 (5.16%) Subversion
3 8 (3.76%) NUnit
3 8 (3.76%) Visual Studio
4 7 (3.29%) Ant
4 7 (3.29%) ClearCase
4 7 (3.29%) CppUnit
4 7 (3.29%) GoogleTest
4 7 (3.29%) JMeter
4 7 (3.29%) TeamCity
5 5 (2.35%) Jenkins
5 5 (2.35%) Selenium
6 4 (1.88%) Bugzilla
6 4 (1.88%) SpecFlow
7 2 (0.94%) JUnit
7 2 (0.94%) LoadRunner
7 2 (0.94%) Maven
7 2 (0.94%) Rational DOORS
General
1 20 (9.39%) Finance
2 11 (5.16%) Military
3 10 (4.69%) Telecoms
4 8 (3.76%) Marketing
5 7 (3.29%) Public Sector
6 6 (2.82%) Manufacturing
6 6 (2.82%) Publishing
7 4 (1.88%) Aerospace
7 4 (1.88%) Local Government
7 4 (1.88%) Police
8 3 (1.41%) Billing
8 3 (1.41%) Legal
9 2 (0.94%) Electronics
9 2 (0.94%) General Ledger
9 2 (0.94%) Multimedia
10 1 (0.47%) Advertising
10 1 (0.47%) Arabic Language
10 1 (0.47%) Back Office
10 1 (0.47%) French Language
10 1 (0.47%) Retail
Job Titles
1 54 (25.35%) Analyst
2 23 (10.80%) Test Engineer
3 22 (10.33%) Developer
4 20 (9.39%) Business Analyst
5 18 (8.45%) Architect
6 12 (5.63%) Service Analyst
7 10 (4.69%) Infrastructure Architect
8 9 (4.23%) Software Engineer
9 8 (3.76%) Business Intelligence Analyst
9 8 (3.76%) IT Analyst
9 8 (3.76%) Senior Business Analyst
10 7 (3.29%) Data Business Analyst
10 7 (3.29%) Senior Analyst
10 7 (3.29%) Service Desk Analyst
11 6 (2.82%) Consultant
11 6 (2.82%) Data Analyst
12 5 (2.35%) C# Developer
12 5 (2.35%) Customer Analyst
12 5 (2.35%) Network Engineer
12 5 (2.35%) Project Manager
Libraries, Frameworks & Software Standards
1 11 (5.16%) .NET
2 10 (4.69%) HTML
3 9 (4.23%) AngularJS
3 9 (4.23%) HTML5
3 9 (4.23%) RESTful
4 7 (3.29%) CSS
5 6 (2.82%) Node.js
6 5 (2.35%) .NET Framework
7 4 (1.88%) Gherkin
7 4 (1.88%) jQuery
7 4 (1.88%) REST
7 4 (1.88%) XML
8 3 (1.41%) Bulma
8 3 (1.41%) Middleware
8 3 (1.41%) Oracle GoldenGate
8 3 (1.41%) PostGIS
8 3 (1.41%) React
8 3 (1.41%) Semantic UI
8 3 (1.41%) Vue.js
8 3 (1.41%) Web Services
Miscellaneous
1 16 (7.51%) Self-Motivation
2 9 (4.23%) Data Structures
3 8 (3.76%) Management Information System
4 7 (3.29%) Data Centre
4 7 (3.29%) Derivative
5 5 (2.35%) Data Protection Act
5 5 (2.35%) Virtual Team
6 4 (1.88%) Fibre Optics
6 4 (1.88%) Life Science
6 4 (1.88%) Linux Command Line
6 4 (1.88%) Social Media
7 3 (1.41%) Analytical Mindset
7 3 (1.41%) PKI
7 3 (1.41%) Public Cloud
8 2 (0.94%) CESG
8 2 (0.94%) Greenfield Project
8 2 (0.94%) Mobile App
8 2 (0.94%) Robotics
9 1 (0.47%) Freedom of Information
9 1 (0.47%) Replication
Operating Systems
1 38 (17.84%) Windows
2 26 (12.21%) Linux
3 15 (7.04%) Unix
4 11 (5.16%) Windows Server
5 6 (2.82%) Windows Server 2012
6 4 (1.88%) Windows Server 2008
7 3 (1.41%) Windows 10
8 2 (0.94%) AIX
8 2 (0.94%) Red Hat Enterprise Linux
8 2 (0.94%) Windows XP
9 1 (0.47%) CentOS
9 1 (0.47%) Debian
9 1 (0.47%) Solaris
9 1 (0.47%) Ubuntu
9 1 (0.47%) Windows 7
9 1 (0.47%) Windows Server 2003
Processes & Methodologies
1 82 (38.50%) Problem-Solving
2 51 (23.94%) Agile Software Development
3 38 (17.84%) DevOps
4 35 (16.43%) Stakeholder Management
5 33 (15.49%) Analytics
6 28 (13.15%) Business Intelligence
7 27 (12.68%) Configuration Management
8 26 (12.21%) Test Automation
9 24 (11.27%) Use Case
10 22 (10.33%) Decision-Making
10 22 (10.33%) Scrum
11 21 (9.86%) Data Modelling
11 21 (9.86%) Software Engineering
12 19 (8.92%) Data Science
12 19 (8.92%) Project Management
13 18 (8.45%) Visualisation
14 16 (7.51%) Functional Testing
14 16 (7.51%) ITIL
14 16 (7.51%) Non-Functional Testing
14 16 (7.51%) Process Improvement
Programming Languages
1 56 (26.29%) SQL
2 35 (16.43%) Python
3 23 (10.80%) JavaScript
4 22 (10.33%) C#
5 19 (8.92%) C
6 13 (6.10%) Java
7 8 (3.76%) C++
8 5 (2.35%) ABAP
8 5 (2.35%) PHP
8 5 (2.35%) PL/SQL
9 4 (1.88%) PowerShell
9 4 (1.88%) R
10 3 (1.41%) Bash Shell
10 3 (1.41%) Perl
10 3 (1.41%) T-SQL
11 2 (0.94%) VBScript
12 1 (0.47%) Ada
12 1 (0.47%) SAPscript
12 1 (0.47%) Shell Script
Qualifications
1 58 (27.23%) Security Cleared
2 34 (15.96%) SC Cleared
3 27 (12.68%) Degree
4 8 (3.76%) DV Cleared
5 6 (2.82%) Computer Science Degree
6 4 (1.88%) BPSS Clearance
6 4 (1.88%) ISTQB
6 4 (1.88%) MCSE
6 4 (1.88%) Microsoft Certification
6 4 (1.88%) PhD
7 3 (1.41%) Master's Degree
7 3 (1.41%) PMI Certification
7 3 (1.41%) PMP
8 2 (0.94%) CESG Certified Professional
8 2 (0.94%) ISEB
8 2 (0.94%) ISO 27001 Lead Auditor
8 2 (0.94%) ITIL Certification
8 2 (0.94%) MCSA
8 2 (0.94%) VMware Certified Professional (VCP)
9 1 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 11 (5.16%) QA
2 7 (3.29%) GDPR
3 5 (2.35%) Data Quality
3 5 (2.35%) Def Stans
4 3 (1.41%) ISO/IEC 27001
4 3 (1.41%) PMO
4 3 (1.41%) RMADS
4 3 (1.41%) SLA
5 2 (0.94%) Disclosure Scotland
5 2 (0.94%) JSP 440
6 1 (0.47%) ARP4754
6 1 (0.47%) ARP4761
6 1 (0.47%) DO-178B
6 1 (0.47%) DO-254
6 1 (0.47%) HAZOP
6 1 (0.47%) IEC 61508
6 1 (0.47%) ISO 9001
6 1 (0.47%) Sarbanes-Oxley
System Software
1 19 (8.92%) Active Directory
2 9 (4.23%) Docker
3 8 (3.76%) VMware Infrastructure
4 4 (1.88%) Oracle RAC
5 3 (1.41%) Apache Flume
5 3 (1.41%) Apache ZooKeeper
5 3 (1.41%) Hyper-V
6 2 (0.94%) Microsoft App-V
6 2 (0.94%) Virtual Machines
6 2 (0.94%) XenApp
7 1 (0.47%) VMware ESXi
7 1 (0.47%) vSphere
Systems Management
1 5 (2.35%) Data Guard
2 4 (1.88%) Opscode Chef
3 3 (1.41%) Consul
3 3 (1.41%) HP ALM
3 3 (1.41%) Kubernetes
3 3 (1.41%) Mesos
3 3 (1.41%) Prometheus
3 3 (1.41%) WSUS
4 2 (0.94%) Ansible
4 2 (0.94%) Cisco CUCM
4 2 (0.94%) EMC NetWorker
4 2 (0.94%) NetBackup
4 2 (0.94%) OpenView Configuration Management
4 2 (0.94%) Oracle RMAN
4 2 (0.94%) Puppet
4 2 (0.94%) Tivoli Storage Manager
5 1 (0.47%) Terraform
5 1 (0.47%) Tivoli
5 1 (0.47%) WMI
Vendors
1 63 (29.58%) Microsoft
2 29 (13.62%) Oracle
3 13 (6.10%) VMware
4 11 (5.16%) Citrix
5 9 (4.23%) Cisco
5 9 (4.23%) SAP
6 7 (3.29%) Sparx
7 6 (2.82%) HP
8 5 (2.35%) Dell
8 5 (2.35%) IBM
9 4 (1.88%) Splunk
10 3 (1.41%) CA
10 3 (1.41%) EMC
10 3 (1.41%) Red Hat
11 2 (0.94%) Ciena
11 2 (0.94%) Cognos
11 2 (0.94%) ESRI
11 2 (0.94%) NetApp
11 2 (0.94%) Remedy
11 2 (0.94%) Veritas