Period
to 11 December 2017

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 11 December 2017 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
11 Dec 2017
Same period 2016 Same period 2015
Rank 27 37 27
Rank change year-on-year +10 -10 -6
Contract jobs citing Analytical Skills 211 195 275
As % of all contract IT jobs advertised in Hampshire 5.96% 5.12% 6.28%
As % of the Miscellaneous category 21.57% 16.44% 21.04%
Number of daily rates quoted 121 119 164
Hampshire median daily rate £400 £325 £370
Median daily rate % change year-on-year +23.08% -12.16% +17.46%
10th Percentile £206 £138 £236
90th Percentile £538 £500 £471
South East median daily rate £413 £388 £376
% change year-on-year +6.45% +3.20% +7.29%
Number of hourly rates quoted 17 15 17
Hampshire median hourly rate £20.00 £20.50 £14.58
Median hourly rate % change year-on-year -2.44% +40.65% -39.90%
10th Percentile £12.25 £12.65 £12.45
90th Percentile £42.50 £43.75 £61.25
South East median hourly rate £18.00 £21.50 £15.04
% change year-on-year -16.28% +42.98% -18.19%

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 978 1186 1307
As % of all contract IT jobs advertised in Hampshire 27.60% 31.14% 29.84%
Number of daily rates quoted 553 736 786
Hampshire median daily rate £400 £400 £383
Median daily rate % change year-on-year - +4.58% +9.29%
10th Percentile £204 £238 £258
90th Percentile £538 £575 £526
South East median daily rate £400 £400 £388
% change year-on-year - +3.23% +7.64%
Number of hourly rates quoted 52 75 93
Hampshire median hourly rate £28.38 £34.37 £30.00
Median hourly rate % change year-on-year -17.44% +14.57% +67.79%
10th Percentile £11.94 £11.90 £13.05
90th Percentile £46.06 £58.25 £50.00
South East median hourly rate £21.00 £22.00 £20.00
% change year-on-year -4.55% +10.00% +17.65%

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
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 11 December 2017.

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 11 December 2017.

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 11 December 2017. 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
Basingstoke -14 31 £325 +13.04% 10
Fareham +10 26 £220 -12.00% 3
Havant +5 26 £400 +9.59% 7
Southampton +6 14 £300 +51.90% 6
Portsmouth -6 13 £400 +66.67% 1
Winchester +12 11 £356 -10.94% 3
Hook -4 8 £325 +4.84%
Farnborough +9 5 - - 2
Andover +20 3 £473 +320.00%
Gosport +11 1 - -
Fleet +4 1 - -
Aldershot -2 1 - -
Eastleigh -3 1 £325 - 3
Lyndhurst - 1 - -
Analytical Skills
South East

For the 6 months to 11 December 2017, IT contractor jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hampshire region with a requirement for Analytical Skills.

1 60 (28.44%) Degree
2 54 (25.59%) Security Cleared
3 49 (23.22%) Microsoft
4 43 (20.38%) Windows
5 42 (19.91%) SC Cleared
6 39 (18.48%) Finance
7 33 (15.64%) Microsoft Excel
8 29 (13.74%) Microsoft Office
9 28 (13.27%) Computer Science
10 27 (12.80%) Statistics
10 27 (12.80%) R
11 25 (11.85%) Analytics
11 25 (11.85%) Active Directory
12 23 (10.90%) Python
13 22 (10.43%) Project Management
14 21 (9.95%) Mathematics
15 20 (9.48%) Windows 7
15 20 (9.48%) SQL
15 20 (9.48%) Telecoms
16 19 (9.00%) ITIL
17 16 (7.58%) Oracle
17 16 (7.58%) Data Management
17 16 (7.58%) Software Engineering
17 16 (7.58%) Business Analysis
18 15 (7.11%) Windows 10
18 15 (7.11%) Data Analysis
18 15 (7.11%) Management Information System
18 15 (7.11%) TCP/IP
19 14 (6.64%) PRINCE2
19 14 (6.64%) Linux

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 (6.64%) Skype for Business
2 10 (4.74%) SAS
3 9 (4.27%) SharePoint
4 8 (3.79%) WebSphere
5 5 (2.37%) ArcGIS
5 5 (2.37%) Exchange Server 2010
5 5 (2.37%) Jupyter
5 5 (2.37%) MS Exchange
6 4 (1.90%) Apache
6 4 (1.90%) Apache Spark
7 3 (1.42%) Exchange Server 2013
8 1 (0.47%) CMS
Applications
1 33 (15.64%) Microsoft Excel
2 29 (13.74%) Microsoft Office
3 13 (6.16%) Microsoft PowerPoint
4 7 (3.32%) Stata
5 6 (2.84%) MS Visio
6 4 (1.90%) Microsoft Project
7 1 (0.47%) Adobe After Effects
7 1 (0.47%) Adobe Illustrator
7 1 (0.47%) Photoshop
7 1 (0.47%) Spreadsheet
Business Applications
1 3 (1.42%) Remedy ITSM
1 3 (1.42%) SAP HR
2 2 (0.95%) SAP Hybris
3 1 (0.47%) Dynamics CRM
3 1 (0.47%) Oracle ERP
3 1 (0.47%) SAP Retail
Cloud Services
1 6 (2.84%) Microsoft Azure
2 5 (2.37%) Office 365
3 4 (1.90%) SaaS
4 3 (1.42%) Azure Active Directory
5 2 (0.95%) IaaS
5 2 (0.95%) PaaS
6 1 (0.47%) Adobe Analytics
6 1 (0.47%) Amazon AWS
6 1 (0.47%) Google Analytics
Communications & Networking
1 15 (7.11%) TCP/IP
2 14 (6.64%) Skype
3 10 (4.74%) SAN
4 6 (2.84%) LAN
5 5 (2.37%) Firewall
6 4 (1.90%) IPv4
6 4 (1.90%) IPv6
6 4 (1.90%) SNMP
6 4 (1.90%) Wireshark
7 3 (1.42%) DHCP
7 3 (1.42%) Kerberos
7 3 (1.42%) LDAP
7 3 (1.42%) SMS
7 3 (1.42%) VPN
8 2 (0.95%) MVNO
8 2 (0.95%) NAS
9 1 (0.47%) Broadband
9 1 (0.47%) Intranet
9 1 (0.47%) Network Security
9 1 (0.47%) Remote Desktop
Database & Business Intelligence
1 11 (5.21%) Big Data
2 8 (3.79%) QlikView
3 6 (2.84%) Neo4j
4 5 (2.37%) Data Mining
4 5 (2.37%) Geospatial Data
4 5 (2.37%) GIS
4 5 (2.37%) QGIS
4 5 (2.37%) Spatial Data
5 4 (1.90%) NoSQL
5 4 (1.90%) SQL Server
5 4 (1.90%) Text Mining
6 2 (0.95%) BusinessObjects
6 2 (0.95%) Oracle Reports
7 1 (0.47%) BusinessObjects Web Intelligence
7 1 (0.47%) SAP BW
7 1 (0.47%) SQL Server 2008
7 1 (0.47%) SQL Server 2014
7 1 (0.47%) SQLPlus
Development Applications
1 9 (4.27%) Visual Studio
2 5 (2.37%) Git (software)
3 4 (1.90%) Eclipse
3 4 (1.90%) NetBeans
3 4 (1.90%) Rational DOORS
3 4 (1.90%) StarTeam
4 3 (1.42%) GDB
5 2 (0.95%) Subversion
5 2 (0.95%) Visual Studio Team System
6 1 (0.47%) JIRA
6 1 (0.47%) NUnit
6 1 (0.47%) Oracle Forms
6 1 (0.47%) Selenium
6 1 (0.47%) Team Foundation Server
General
1 39 (18.48%) Finance
2 20 (9.48%) Telecoms
3 9 (4.27%) Manufacturing
4 5 (2.37%) Games
5 4 (1.90%) Banking
5 4 (1.90%) Billing
5 4 (1.90%) Marketing
6 3 (1.42%) Dutch Language
6 3 (1.42%) German Language
6 3 (1.42%) Local Government
6 3 (1.42%) Polish Language
7 2 (0.95%) Brand Awareness
7 2 (0.95%) Pharmaceutical
7 2 (0.95%) Retail
8 1 (0.47%) Electronics
8 1 (0.47%) Multimedia
Job Titles
1 84 (39.81%) Analyst
2 21 (9.95%) Business Analyst
3 18 (8.53%) Data Analyst
4 17 (8.06%) Architect
5 11 (5.21%) Data Scientist
6 10 (4.74%) Consultant
6 10 (4.74%) Project Manager
6 10 (4.74%) Service Analyst
6 10 (4.74%) Service Desk Analyst
7 9 (4.27%) Programme Manager
8 8 (3.79%) Desktop Support
8 8 (3.79%) Financial Analyst
9 7 (3.32%) 2nd Line Support
9 7 (3.32%) Developer
9 7 (3.32%) Infrastructure Support
9 7 (3.32%) Solutions Architect
10 6 (2.84%) Desktop Technician
10 6 (2.84%) IT Manager
10 6 (2.84%) Support Engineer
10 6 (2.84%) Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (2.37%) D3.js
1 5 (2.37%) Matplotlib
1 5 (2.37%) NumPy
1 5 (2.37%) Pandas
1 5 (2.37%) Unity (Game Engine)
1 5 (2.37%) Unreal Engine
2 4 (1.90%) Middleware
3 3 (1.42%) .NET
3 3 (1.42%) SailPoint
3 3 (1.42%) WAP
4 2 (0.95%) CSS
4 2 (0.95%) HTML
4 2 (0.95%) J2EE
4 2 (0.95%) Web Services
5 1 (0.47%) 802.1X
5 1 (0.47%) CGI
5 1 (0.47%) EDI
5 1 (0.47%) JDBC
5 1 (0.47%) jQuery
5 1 (0.47%) XML
Miscellaneous
1 28 (13.27%) Computer Science
2 15 (7.11%) Management Information System
3 10 (4.74%) iPad
4 9 (4.27%) User Experience
5 6 (2.84%) Data Centre
5 6 (2.84%) iPhone
6 5 (2.37%) Driving Licence
6 5 (2.37%) PMI
7 4 (1.90%) Cyber Defence
7 4 (1.90%) Smart Meter
8 3 (1.42%) Life Science
8 3 (1.42%) Virtual Team
9 2 (0.95%) LPAR
9 2 (0.95%) Reference Data
9 2 (0.95%) Security Operations Centre
9 2 (0.95%) Social Media
10 1 (0.47%) Data Protection Act
10 1 (0.47%) Enterprise Software
10 1 (0.47%) Fat Client
10 1 (0.47%) Mobile App
Operating Systems
1 43 (20.38%) Windows
2 20 (9.48%) Windows 7
3 15 (7.11%) Windows 10
4 14 (6.64%) Linux
5 11 (5.21%) Windows 8
6 9 (4.27%) Apple iOS
7 8 (3.79%) AIX
7 8 (3.79%) Solaris
7 8 (3.79%) Unix
8 6 (2.84%) Red Hat Enterprise Linux
9 5 (2.37%) Windows Server 2008
9 5 (2.37%) Windows Server 2012
10 3 (1.42%) Android
11 2 (0.95%) Windows XP
Processes & Methodologies
1 27 (12.80%) Statistics
2 25 (11.85%) Analytics
3 22 (10.43%) Project Management
4 21 (9.95%) Mathematics
5 19 (9.00%) ITIL
6 16 (7.58%) Business Analysis
6 16 (7.58%) Data Management
6 16 (7.58%) Software Engineering
7 15 (7.11%) Data Analysis
8 14 (6.64%) Customer Requirements
8 14 (6.64%) PRINCE2
9 13 (6.16%) Agile Software Development
9 13 (6.16%) Business Intelligence
9 13 (6.16%) Collaborative Working
9 13 (6.16%) Stakeholder Management
10 12 (5.69%) Data Modelling
10 12 (5.69%) SDLC
10 12 (5.69%) Service Delivery
10 12 (5.69%) Translating Business Requirements
11 11 (5.21%) Change Management
Programming Languages
1 27 (12.80%) R
2 23 (10.90%) Python
3 20 (9.48%) SQL
4 12 (5.69%) C#
5 9 (4.27%) Java
6 8 (3.79%) Korn
6 8 (3.79%) Shell Script
7 5 (2.37%) JavaScript
8 4 (1.90%) Ada
8 4 (1.90%) C
8 4 (1.90%) Lua
9 3 (1.42%) PowerShell
9 3 (1.42%) VBScript
10 1 (0.47%) ABAP
10 1 (0.47%) PL/SQL
Qualifications
1 60 (28.44%) Degree
2 54 (25.59%) Security Cleared
3 42 (19.91%) SC Cleared
4 9 (4.27%) PMI Certification
4 9 (4.27%) PMP
4 9 (4.27%) Postgraduate
5 5 (2.37%) BPSS Clearance
5 5 (2.37%) Master's Degree
6 4 (1.90%) DV Cleared
7 3 (1.42%) ISEB
7 3 (1.42%) ISO 27001 Lead Auditor
8 2 (0.95%) CCNA
8 2 (0.95%) Cisco Certification
8 2 (0.95%) HND
8 2 (0.95%) ISTQB
8 2 (0.95%) MCSA
8 2 (0.95%) MCSE
8 2 (0.95%) Microsoft Certification
8 2 (0.95%) PRINCE2 Certification
8 2 (0.95%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (5.69%) QA
2 7 (3.32%) Sarbanes-Oxley
3 5 (2.37%) GDPR
4 3 (1.42%) ISO 9001
4 3 (1.42%) ISO/IEC 20000
4 3 (1.42%) ISO/IEC 27001
4 3 (1.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 3 (1.42%) SLA
5 2 (0.95%) Data Quality
5 2 (0.95%) PMO
6 1 (0.47%) GAAP
6 1 (0.47%) PCI DSS
System Software
1 25 (11.85%) Active Directory
2 8 (3.79%) Tivoli Workload Scheduler
3 6 (2.84%) Oracle Clusterware
4 3 (1.42%) Hyper-V
4 3 (1.42%) VMware Infrastructure
5 2 (0.95%) Docker
Systems Management
1 8 (3.79%) Tivoli
1 8 (3.79%) Tivoli Storage Manager
2 6 (2.84%) Norton AntiVirus
3 5 (2.37%) AirWatch
4 4 (1.90%) NetBackup
4 4 (1.90%) SCCM
4 4 (1.90%) SCOM
4 4 (1.90%) Symantec Enterprise Vault
5 3 (1.42%) Cacti
5 3 (1.42%) Microsoft Intune
5 3 (1.42%) Oracle Identity Manager
6 2 (0.95%) Kubernetes
7 1 (0.47%) HP Quality Center
7 1 (0.47%) Systems Management Server (SMS)
Vendors
1 49 (23.22%) Microsoft
2 16 (7.58%) Oracle
3 12 (5.69%) SAP
4 10 (4.74%) Citrix
4 10 (4.74%) ServiceNow
4 10 (4.74%) Symantec
4 10 (4.74%) Tableau
5 9 (4.27%) IBM
6 8 (3.79%) Cisco
6 8 (3.79%) Red Hat
7 6 (2.84%) HP
8 5 (2.37%) Motorola
8 5 (2.37%) NetApp
9 4 (1.90%) MobileIron
10 3 (1.42%) Adobe
10 3 (1.42%) BMC
10 3 (1.42%) CheckPoint
10 3 (1.42%) CyberArk
10 3 (1.42%) Juniper
10 3 (1.42%) Riverbed