Period
to 14 December 2018

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 December 2018 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 Dec 2018
Same period 2017 Same period 2016
Rank 37 26 37
Rank change year-on-year -11 +11 -9
Contract jobs citing Analytical Skills 222 221 192
As % of all contract IT jobs advertised in Hampshire 5.79% 6.25% 5.07%
As % of the Miscellaneous category 17.26% 21.13% 15.15%
Number of daily rates quoted 124 126 120
Hampshire median daily rate £400 £400 £325
Median daily rate % change year-on-year - +23.08% -12.75%
10th Percentile £276 £211 £138
90th Percentile £619 £538 £500
South East median daily rate £431 £415 £388
% change year-on-year +3.92% +7.10% +1.97%
Number of hourly rates quoted 7 18 15
Hampshire median hourly rate £14.00 £20.00 £20.50
Median hourly rate % change year-on-year -30.00% -2.44% +43.48%
10th Percentile £11.00 £12.31 £12.65
90th Percentile £44.10 £44.00 £43.75
South East median hourly rate £17.08 £18.00 £20.50
% change year-on-year -5.11% -12.20% +40.65%

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 1,286 1,046 1,267
As % of all contract IT jobs advertised in Hampshire 33.52% 29.58% 33.47%
Number of daily rates quoted 816 599 788
Hampshire median daily rate £438 £400 £400
Median daily rate % change year-on-year +9.44% - +3.90%
10th Percentile £275 £182 £237
90th Percentile £575 £538 £577
South East median daily rate £433 £400 £400
% change year-on-year +8.13% - +3.23%
Number of hourly rates quoted 50 59 77
Hampshire median hourly rate £29.75 £23.14 £32.50
Median hourly rate % change year-on-year +28.57% -28.80% +25.00%
10th Percentile £11.00 £11.08 £11.90
90th Percentile £50.48 £49.15 £58.00
South East median hourly rate £20.00 £19.34 £21.08
% change year-on-year +3.41% -8.24% +10.76%

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 December 2018.

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 December 2018.

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 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +4 34 £400 +14.29% 10
Havant -1 31 £550 +37.50% 1
Portsmouth -11 29 £600 +50.00% 10
Farnborough +10 26 £450 - 9
Hook +4 12 £325 - 1
Basingstoke -17 12 £325 - 13
Fareham -21 9 £425 +93.18% 3
Gosport -13 5 £363 - 2
Winchester -14 5 £425 +17.24% 2
Aldershot -1 3 £308 - 2
Andover -8 1 £600 +26.98% 1
Analytical Skills
South East

For the 6 months to 14 December 2018, 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 86 (38.74%) Microsoft
2 70 (31.53%) Problem-Solving
3 66 (29.73%) SQL
4 60 (27.03%) Agile Software Development
5 56 (25.23%) Windows
5 56 (25.23%) Microsoft Azure
6 50 (22.52%) Security Cleared
7 44 (19.82%) SC Cleared
7 44 (19.82%) Oracle
8 43 (19.37%) Linux
8 43 (19.37%) Active Directory
9 42 (18.92%) Migration
10 39 (17.57%) Network Design
11 36 (16.22%) VMware
12 35 (15.77%) Degree
13 34 (15.32%) VMware Infrastructure
14 32 (14.41%) Citrix
15 31 (13.96%) Hyper-V
15 31 (13.96%) Windows Server
16 30 (13.51%) Project Management
16 30 (13.51%) Microsoft Office
17 29 (13.06%) Scrum
18 28 (12.61%) Unix
19 27 (12.16%) Middleware
19 27 (12.16%) Analytics
20 26 (11.71%) IBM
21 24 (10.81%) SQL Server
21 24 (10.81%) Microsoft App-V
22 23 (10.36%) OO
22 23 (10.36%) Business Intelligence

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 15 (6.76%) SharePoint
2 13 (5.86%) IIS
3 8 (3.60%) Confluence
4 6 (2.70%) SharePoint 2010
4 6 (2.70%) SharePoint 2013
4 6 (2.70%) Skype for Business
5 3 (1.35%) Apache
5 3 (1.35%) BizTalk Server
5 3 (1.35%) Drupal
6 2 (0.90%) Apache Spark
6 2 (0.90%) Cloud Foundry
6 2 (0.90%) GemFire
6 2 (0.90%) Tomcat
7 1 (0.45%) JBoss
7 1 (0.45%) SAS
Applications
1 30 (13.51%) Microsoft Office
2 13 (5.86%) Microsoft Excel
3 8 (3.60%) Microsoft PowerPoint
4 6 (2.70%) InfoPath
5 5 (2.25%) MS Visio
6 3 (1.35%) Microsoft Project
7 1 (0.45%) Spreadsheet
Business Applications
1 5 (2.25%) Oracle EBS
2 3 (1.35%) SAP ERP
2 3 (1.35%) SAP MM
3 2 (0.90%) Dynamics CRM
3 2 (0.90%) Dynamics NAV
4 1 (0.45%) Eloqua
4 1 (0.45%) Infor M3
4 1 (0.45%) Oracle HRMS
4 1 (0.45%) Unica
Cloud Services
1 56 (25.23%) Microsoft Azure
2 16 (7.21%) PaaS
2 16 (7.21%) SaaS
3 14 (6.31%) Azure Active Directory
3 14 (6.31%) IaaS
4 7 (3.15%) Amazon AWS
4 7 (3.15%) Azure Machine Learning
4 7 (3.15%) Data Lake Analytics
5 6 (2.70%) Office 365
6 2 (0.90%) Amazon EMR
6 2 (0.90%) Cloud Computing
6 2 (0.90%) GitHub
6 2 (0.90%) Google Cloud Platform
Communications & Networking
1 16 (7.21%) DNS
1 16 (7.21%) SAN
2 13 (5.86%) Firewall
3 10 (4.50%) SSL
4 7 (3.15%) DHCP
4 7 (3.15%) Internet
4 7 (3.15%) NetScaler
5 6 (2.70%) Kerberos
5 6 (2.70%) Skype
5 6 (2.70%) Wireshark
6 3 (1.35%) RFID
7 2 (0.90%) LAN
7 2 (0.90%) PuTTY
7 2 (0.90%) SNMP
7 2 (0.90%) WAN
8 1 (0.45%) Broadband
8 1 (0.45%) NAS
8 1 (0.45%) SMS
8 1 (0.45%) VLAN
8 1 (0.45%) ZigBee
Database & Business Intelligence
1 24 (10.81%) SQL Server
2 18 (8.11%) Power BI
3 10 (4.50%) Data Warehouse
4 8 (3.60%) Data Lake
5 7 (3.15%) Relational Database
6 6 (2.70%) Spotfire
6 6 (2.70%) SQL Server Integration Services
7 4 (1.80%) QlikView
8 3 (1.35%) Oracle ODI
9 2 (0.90%) Apache Cassandra
9 2 (0.90%) Big Data
9 2 (0.90%) Cosmos DB
9 2 (0.90%) Hadoop
9 2 (0.90%) HBase
9 2 (0.90%) NoSQL
9 2 (0.90%) SAP BW
9 2 (0.90%) SQL Server 2014
9 2 (0.90%) SQL Server Reporting Services
10 1 (0.45%) Blockchain
10 1 (0.45%) Data Mining
Development Applications
1 16 (7.21%) NUnit
1 16 (7.21%) Visual Studio Team System
2 14 (6.31%) Visual Studio
3 13 (5.86%) JIRA
3 13 (5.86%) Subversion
4 11 (4.95%) Git (software)
5 9 (4.05%) Ant
5 9 (4.05%) ClearCase
5 9 (4.05%) CppUnit
5 9 (4.05%) GoogleTest
6 7 (3.15%) Selenium
7 6 (2.70%) Fiddler
7 6 (2.70%) Team Foundation Server
8 5 (2.25%) Jenkins
9 4 (1.80%) Appium
10 3 (1.35%) MSTest
10 3 (1.35%) SpecFlow
11 2 (0.90%) Cucumber
11 2 (0.90%) WebDriver
11 2 (0.90%) webpack
General
1 15 (6.76%) Finance
2 11 (4.95%) Manufacturing
3 10 (4.50%) Telecoms
4 8 (3.60%) Military
5 6 (2.70%) Electronics
5 6 (2.70%) Marketing
6 3 (1.35%) Advertising
6 3 (1.35%) Banking
7 2 (0.90%) Automotive
7 2 (0.90%) Avionics
8 1 (0.45%) Aerospace
8 1 (0.45%) Back Office
8 1 (0.45%) Billing
8 1 (0.45%) Games
8 1 (0.45%) Publishing
8 1 (0.45%) Retail
Job Titles
1 56 (25.23%) Analyst
2 41 (18.47%) Architect
3 34 (15.32%) Developer
4 28 (12.61%) Infrastructure Architect
5 26 (11.71%) Business Analyst
6 13 (5.86%) Test Engineer
7 12 (5.41%) Administrator
8 11 (4.95%) Data Analyst
8 11 (4.95%) Software Engineer
9 10 (4.50%) Data Business Analyst
10 9 (4.05%) Azure Architect
11 8 (3.60%) Cloud Architect
12 7 (3.15%) Senior Developer
13 6 (2.70%) Agile Business Analyst
13 6 (2.70%) Security Analyst
13 6 (2.70%) SharePoint Administrator
13 6 (2.70%) Software Developer
13 6 (2.70%) SQL Developer
13 6 (2.70%) Support Analyst
13 6 (2.70%) Test Analyst
Libraries, Frameworks & Software Standards
1 27 (12.16%) Middleware
2 21 (9.46%) CSS
3 18 (8.11%) HTML
3 18 (8.11%) jQuery
4 14 (6.31%) .NET
5 9 (4.05%) Web Services
6 6 (2.70%) Spring
7 5 (2.25%) Angular 2
7 5 (2.25%) AngularJS
7 5 (2.25%) REST
7 5 (2.25%) SOAP
8 4 (1.80%) RESTful
8 4 (1.80%) XML
9 3 (1.35%) ASP.NET
9 3 (1.35%) CSS3
9 3 (1.35%) Hibernate
9 3 (1.35%) React
9 3 (1.35%) Twitter Bootstrap
9 3 (1.35%) WSDL
9 3 (1.35%) XSLT
Miscellaneous
1 16 (7.21%) Cloud Native
2 12 (5.41%) Management Information System
3 9 (4.05%) Derivative
3 9 (4.05%) Virtual Team
4 8 (3.60%) PKI
4 8 (3.60%) Self-Motivation
5 7 (3.15%) Life Science
6 6 (2.70%) Data Protection Act
7 5 (2.25%) Analytical Mindset
7 5 (2.25%) Linux Command Line
8 4 (1.80%) Data Centre
8 4 (1.80%) User Experience
9 3 (1.35%) Algorithms
9 3 (1.35%) Greenfield Project
9 3 (1.35%) Public Cloud
10 2 (0.90%) Smart Meter
10 2 (0.90%) Social Media
11 1 (0.45%) FMCG
11 1 (0.45%) Smartphone
11 1 (0.45%) Video Conferencing
Operating Systems
1 56 (25.23%) Windows
2 43 (19.37%) Linux
3 31 (13.96%) Windows Server
4 28 (12.61%) Unix
5 22 (9.91%) Windows 10
6 20 (9.01%) Windows Server 2012
7 17 (7.66%) AIX
7 17 (7.66%) Red Hat Enterprise Linux
7 17 (7.66%) Windows XP
8 6 (2.70%) Windows 7
9 4 (1.80%) Windows 8
10 1 (0.45%) Solaris
10 1 (0.45%) Windows Server 2008
Processes & Methodologies
1 70 (31.53%) Problem-Solving
2 60 (27.03%) Agile Software Development
3 42 (18.92%) Migration
4 39 (17.57%) Network Design
5 30 (13.51%) Project Management
6 29 (13.06%) Scrum
7 27 (12.16%) Analytics
8 23 (10.36%) Business Intelligence
8 23 (10.36%) OO
9 20 (9.01%) Data Modelling
10 18 (8.11%) Visualisation
11 17 (7.66%) Configuration Management
11 17 (7.66%) Software Engineering
12 16 (7.21%) Computer Science
12 16 (7.21%) Test Automation
13 15 (6.76%) Data Protection
13 15 (6.76%) Mentoring
13 15 (6.76%) Use Case
14 14 (6.31%) Unit Testing
15 13 (5.86%) Multithreading
Programming Languages
1 66 (29.73%) SQL
2 20 (9.01%) C#
3 19 (8.56%) JavaScript
4 15 (6.76%) Python
5 12 (5.41%) Java
6 11 (4.95%) PowerShell
7 10 (4.50%) C++
7 10 (4.50%) T-SQL
8 9 (4.05%) C
9 5 (2.25%) TypeScript
10 3 (1.35%) Perl
10 3 (1.35%) PHP
11 2 (0.90%) ES6
11 2 (0.90%) R
11 2 (0.90%) Shell Script
11 2 (0.90%) VB
12 1 (0.45%) PL/SQL
12 1 (0.45%) VBA
Qualifications
1 50 (22.52%) Security Cleared
2 44 (19.82%) SC Cleared
3 35 (15.77%) Degree
4 10 (4.50%) MCSE
4 10 (4.50%) Microsoft Certification
5 7 (3.15%) DV Cleared
5 7 (3.15%) MCSA
6 6 (2.70%) Computer Science Degree
7 4 (1.80%) VMware Certified Professional (VCP)
8 3 (1.35%) CCNP
8 3 (1.35%) Cisco Certification
8 3 (1.35%) Master's Degree
9 2 (0.90%) IIBA
9 2 (0.90%) ISEB
9 2 (0.90%) ITIL Foundation Certificate
9 2 (0.90%) PMP
9 2 (0.90%) RHCE
9 2 (0.90%) TOGAF Certification
10 1 (0.45%) APMP
10 1 (0.45%) CBAP
Quality Assurance & Compliance
1 10 (4.50%) QA
2 8 (3.60%) Data Quality
3 6 (2.70%) PCI DSS
3 6 (2.70%) Sarbanes-Oxley
4 5 (2.25%) PMO
5 3 (1.35%) 21 CFR Part 11
6 2 (0.90%) GDPR
7 1 (0.45%) Solvency II
System Software
1 43 (19.37%) Active Directory
2 34 (15.32%) VMware Infrastructure
3 31 (13.96%) Hyper-V
4 24 (10.81%) Microsoft App-V
5 20 (9.01%) XenApp
6 14 (6.31%) Oracle RAC
7 7 (3.15%) Docker
7 7 (3.15%) vSphere
8 4 (1.80%) BitLocker
8 4 (1.80%) XenDesktop
9 1 (0.45%) Firmware
9 1 (0.45%) VMware NSX
Systems Management
1 14 (6.31%) Data Guard
2 11 (4.95%) SCCM
3 7 (3.15%) SCOM
4 4 (1.80%) Ansible
4 4 (1.80%) Microsoft Intune
4 4 (1.80%) Opscode Chef
5 3 (1.35%) Kubernetes
6 2 (0.90%) HP Quality Center
6 2 (0.90%) NetBackup
6 2 (0.90%) Oozie
6 2 (0.90%) Puppet
7 1 (0.45%) Tivoli Identity Manager
7 1 (0.45%) WSUS
Vendors
1 86 (38.74%) Microsoft
2 44 (19.82%) Oracle
3 36 (16.22%) VMware
4 32 (14.41%) Citrix
5 26 (11.71%) IBM
6 17 (7.66%) HP
6 17 (7.66%) Red Hat
7 14 (6.31%) 3PAR
8 10 (4.50%) SAP
8 10 (4.50%) ServiceNow
9 7 (3.15%) Splunk
10 6 (2.70%) Google
10 6 (2.70%) Imperva
10 6 (2.70%) Trend Micro
10 6 (2.70%) Veeam
11 4 (1.80%) Intel
11 4 (1.80%) Perfecto Mobile
12 3 (1.35%) Cisco
12 3 (1.35%) Tableau
13 2 (0.90%) Alteryx