Period
to 20 September 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 20 September 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
20 Sep 2018
Same period 2017 Same period 2016
Rank 36 32 35
Rank change year-on-year -4 +3 -10
Contract jobs citing Analytical Skills 204 190 215
As % of all contract IT jobs advertised in Hampshire 5.50% 5.28% 5.48%
As % of the Miscellaneous category 16.55% 18.10% 16.50%
Number of daily rates quoted 105 127 127
Hampshire median daily rate £420 £400 £375
Median daily rate % change year-on-year +5.00% +6.67% -
10th Percentile £281 £206 £203
90th Percentile £575 £550 £491
South East median daily rate £423 £400 £400
% change year-on-year +5.75% - +5.26%
Number of hourly rates quoted 13 15 11
Hampshire median hourly rate £17.50 £40.00 £20.00
Median hourly rate % change year-on-year -56.25% +100.00% +40.85%
10th Percentile £10.50 £16.03 £13.50
90th Percentile £37.50 £42.50 £43.75
South East median hourly rate £17.50 £18.04 £20.00
% change year-on-year -2.99% -9.80% +39.86%

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 1,233 1,050 1,303
As % of all contract IT jobs advertised in Hampshire 33.23% 29.19% 33.21%
Number of daily rates quoted 715 622 795
Hampshire median daily rate £438 £400 £380
Median daily rate % change year-on-year +9.38% +5.26% -
10th Percentile £281 £207 £240
90th Percentile £566 £560 £548
South East median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 60 64 85
Hampshire median hourly rate £29.07 £35.75 £39.50
Median hourly rate % change year-on-year -18.69% -9.49% +73.02%
10th Percentile £10.50 £11.87 £12.79
90th Percentile £50.00 £44.63 £56.70
South East median hourly rate £30.00 £19.00 £23.00
% change year-on-year +57.89% -17.39% +35.29%

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 20 September 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 20 September 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 20 September 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
Havant +6 28 £588 +46.88%
Portsmouth -2 27 £420 +5.00% 5
Southampton -11 27 £400 +60.00% 13
Farnborough +2 18 £448 -0.56% 18
Fareham -1 15 £425 +93.18% 3
Hook +4 10 £345 +5.34%
Basingstoke -12 10 £325 - 12
Aldershot +3 7 £430 -
Winchester -11 5 £425 +30.77% 6
Eastleigh - 2 £400 - 2
Fleet - 2 £320 -
Andover -9 1 £600 +33.70% 3
Analytical Skills
South East

For the 6 months to 20 September 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 67 (32.84%) Microsoft
2 64 (31.37%) Problem-Solving
3 56 (27.45%) SQL
4 52 (25.49%) Microsoft Azure
5 50 (24.51%) Agile Software Development
6 49 (24.02%) Migration
6 49 (24.02%) Oracle
7 45 (22.06%) Windows
8 36 (17.65%) Network Design
9 34 (16.67%) Citrix
9 34 (16.67%) Security Cleared
10 32 (15.69%) Hyper-V
10 32 (15.69%) Middleware
11 31 (15.20%) VMware
11 31 (15.20%) VMware Infrastructure
11 31 (15.20%) Analytics
12 30 (14.71%) SC Cleared
13 29 (14.22%) Degree
13 29 (14.22%) Microsoft App-V
13 29 (14.22%) Project Management
14 28 (13.73%) Microsoft Office
14 28 (13.73%) Windows Server
15 26 (12.75%) XenApp
16 24 (11.76%) Stakeholder Management
17 23 (11.27%) Linux
17 23 (11.27%) Business Intelligence
17 23 (11.27%) SaaS
17 23 (11.27%) Windows 10
18 22 (10.78%) Active Directory
18 22 (10.78%) SharePoint

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 22 (10.78%) SharePoint
2 8 (3.92%) Skype for Business
3 7 (3.43%) Jupyter
3 7 (3.43%) SharePoint 2010
4 5 (2.45%) SAS
5 4 (1.96%) IIS
6 3 (1.47%) BizTalk Server
6 3 (1.47%) Drupal
6 3 (1.47%) SharePoint 2013
7 2 (0.98%) Apache
8 1 (0.49%) Apache Spark
8 1 (0.49%) ArcGIS
8 1 (0.49%) Cloud Foundry
8 1 (0.49%) Confluence
8 1 (0.49%) GemFire
8 1 (0.49%) JBoss
8 1 (0.49%) WebLogic
Applications
1 28 (13.73%) Microsoft Office
2 14 (6.86%) Microsoft Excel
3 7 (3.43%) InfoPath
4 5 (2.45%) MS Visio
5 4 (1.96%) Microsoft PowerPoint
5 4 (1.96%) Microsoft Project
6 3 (1.47%) SOLIDWORKS
7 1 (0.49%) Spreadsheet
7 1 (0.49%) SPSS
7 1 (0.49%) Stata
Business Applications
1 3 (1.47%) Eloqua
1 3 (1.47%) Oracle Financials
2 1 (0.49%) Oracle EBS
2 1 (0.49%) Oracle EBS R12
2 1 (0.49%) Primavera
Cloud Services
1 52 (25.49%) Microsoft Azure
2 23 (11.27%) SaaS
3 18 (8.82%) PaaS
4 14 (6.86%) IaaS
5 9 (4.41%) Azure Active Directory
6 7 (3.43%) Office 365
7 5 (2.45%) Azure Machine Learning
7 5 (2.45%) Data Lake Analytics
8 3 (1.47%) Amazon AWS
9 2 (0.98%) BlueKai
10 1 (0.49%) Azure Data Factory
10 1 (0.49%) Cortana Intelligence Suite
10 1 (0.49%) GitHub
Communications & Networking
1 15 (7.35%) SAN
2 8 (3.92%) Firewall
2 8 (3.92%) Skype
3 7 (3.43%) NetScaler
4 5 (2.45%) Internet
5 4 (1.96%) DNS
6 3 (1.47%) Kerberos
6 3 (1.47%) SSL
6 3 (1.47%) Wireless
6 3 (1.47%) Wireshark
7 2 (0.98%) PuTTY
8 1 (0.49%) Broadband
8 1 (0.49%) LAN
8 1 (0.49%) NAS
8 1 (0.49%) Network Security
8 1 (0.49%) SMS
8 1 (0.49%) SNMP
8 1 (0.49%) WAN
8 1 (0.49%) ZigBee
Database & Business Intelligence
1 15 (7.35%) SQL Server
2 14 (6.86%) Power BI
3 10 (4.90%) Data Mining
4 7 (3.43%) Big Data
4 7 (3.43%) Spotfire
5 6 (2.94%) Data Lake
6 5 (2.45%) Data Warehouse
7 4 (1.96%) Oracle Database
7 4 (1.96%) Oracle Reports
7 4 (1.96%) Relational Database
8 3 (1.47%) Oracle ODI
8 3 (1.47%) SQL Server Integration Services
9 2 (0.98%) BusinessObjects
9 2 (0.98%) Hadoop
9 2 (0.98%) MS Access
9 2 (0.98%) MySQL
9 2 (0.98%) SAP BW
9 2 (0.98%) SQL Server 2014
10 1 (0.49%) QGIS
10 1 (0.49%) Spatial Data
Development Applications
1 15 (7.35%) Visual Studio Team System
2 9 (4.41%) Git (software)
3 8 (3.92%) Visual Studio
4 7 (3.43%) NUnit
4 7 (3.43%) Selenium
5 4 (1.96%) Appium
5 4 (1.96%) Jenkins
5 4 (1.96%) JIRA
5 4 (1.96%) Subversion
6 3 (1.47%) Fiddler
6 3 (1.47%) MSTest
6 3 (1.47%) SpecFlow
6 3 (1.47%) Team Foundation Server
6 3 (1.47%) Toad
7 2 (0.98%) Eclipse
7 2 (0.98%) JMeter
7 2 (0.98%) WebDriver
8 1 (0.49%) IntelliJ
8 1 (0.49%) JUnit
8 1 (0.49%) Maven
General
1 18 (8.82%) Finance
2 17 (8.33%) Manufacturing
3 10 (4.90%) Games
4 9 (4.41%) Retail
4 9 (4.41%) Telecoms
5 6 (2.94%) Electronics
6 4 (1.96%) Marketing
6 4 (1.96%) Pharmaceutical
7 3 (1.47%) Advertising
8 2 (0.98%) Billing
8 2 (0.98%) Military
9 1 (0.49%) Aerospace
9 1 (0.49%) Automotive
9 1 (0.49%) Avionics
Job Titles
1 72 (35.29%) Analyst
2 39 (19.12%) Architect
3 31 (15.20%) Business Analyst
4 26 (12.75%) Infrastructure Architect
5 24 (11.76%) Developer
6 11 (5.39%) Cloud Architect
6 11 (5.39%) Data Business Analyst
6 11 (5.39%) Project Manager
7 10 (4.90%) Data Scientist
7 10 (4.90%) IT Analyst
8 8 (3.92%) Data Analyst
9 7 (3.43%) SharePoint Analyst
9 7 (3.43%) SharePoint Support
9 7 (3.43%) Support Analyst
10 6 (2.94%) Azure Architect
10 6 (2.94%) Software Developer
11 5 (2.45%) .NET Developer
11 5 (2.45%) Security Analyst
11 5 (2.45%) Senior Developer
11 5 (2.45%) SQL Developer
Libraries, Frameworks & Software Standards
1 32 (15.69%) Middleware
2 16 (7.84%) CSS
3 15 (7.35%) jQuery
4 13 (6.37%) .NET
5 12 (5.88%) HTML
6 7 (3.43%) D3.js
6 7 (3.43%) Matplotlib
6 7 (3.43%) NumPy
6 7 (3.43%) Pandas
6 7 (3.43%) Unity (Game Engine)
6 7 (3.43%) Unreal Engine
7 4 (1.96%) Spring
7 4 (1.96%) XML
8 3 (1.47%) Hibernate
8 3 (1.47%) HTML5
8 3 (1.47%) React
8 3 (1.47%) Web Services
8 3 (1.47%) XSD
9 2 (0.98%) JSON
9 2 (0.98%) Spring Boot
Miscellaneous
1 12 (5.88%) Computer Science
1 12 (5.88%) Life Science
1 12 (5.88%) Management Information System
2 10 (4.90%) Cloud Native
3 9 (4.41%) User Experience
4 8 (3.92%) Self-Motivation
5 5 (2.45%) Data Protection Act
6 4 (1.96%) LIMS
6 4 (1.96%) Linux Command Line
6 4 (1.96%) Virtual Team
7 3 (1.47%) Algorithms
7 3 (1.47%) Public Cloud
8 2 (0.98%) Analytical Mindset
8 2 (0.98%) Arduino
8 2 (0.98%) FMCG
8 2 (0.98%) Greenfield Project
8 2 (0.98%) Online Games
8 2 (0.98%) Raspberry Pi
8 2 (0.98%) Smart Meter
8 2 (0.98%) Social Media
Operating Systems
1 45 (22.06%) Windows
2 28 (13.73%) Windows Server
3 23 (11.27%) Linux
3 23 (11.27%) Windows 10
4 16 (7.84%) Red Hat Enterprise Linux
4 16 (7.84%) Unix
4 16 (7.84%) Windows XP
5 14 (6.86%) AIX
5 14 (6.86%) Windows Server 2012
6 8 (3.92%) Windows 7
7 3 (1.47%) Windows 8
8 1 (0.49%) Solaris
Processes & Methodologies
1 64 (31.37%) Problem-Solving
2 50 (24.51%) Agile Software Development
3 49 (24.02%) Migration
4 36 (17.65%) Network Design
5 31 (15.20%) Analytics
6 29 (14.22%) Project Management
7 24 (11.76%) Stakeholder Management
8 23 (11.27%) Business Intelligence
9 19 (9.31%) Analytical Thinking
10 18 (8.82%) Mathematics
10 18 (8.82%) Scrum
11 17 (8.33%) Data Analysis
11 17 (8.33%) Data Modelling
11 17 (8.33%) Decision-Making
12 16 (7.84%) Machine Learning
12 16 (7.84%) Visualisation
13 15 (7.35%) Data Science
14 14 (6.86%) Mentoring
14 14 (6.86%) Software Engineering
15 13 (6.37%) Business Analysis
Programming Languages
1 56 (27.45%) SQL
2 22 (10.78%) C#
3 14 (6.86%) Python
4 13 (6.37%) JavaScript
5 12 (5.88%) R
6 8 (3.92%) C
7 6 (2.94%) PowerShell
7 6 (2.94%) VBA
8 5 (2.45%) Java
8 5 (2.45%) VB.NET
9 4 (1.96%) T-SQL
10 3 (1.47%) C++
10 3 (1.47%) Perl
10 3 (1.47%) PHP
11 2 (0.98%) MATLAB
11 2 (0.98%) PL/SQL
11 2 (0.98%) TypeScript
11 2 (0.98%) VB
12 1 (0.49%) Delphi
12 1 (0.49%) Shell Script
Qualifications
1 34 (16.67%) Security Cleared
2 30 (14.71%) SC Cleared
3 29 (14.22%) Degree
4 5 (2.45%) DV Cleared
5 4 (1.96%) Computer Science Degree
5 4 (1.96%) PMP
6 2 (0.98%) PMI Certification
6 2 (0.98%) Six Sigma Black Belt
7 1 (0.49%) APMP
7 1 (0.49%) CEH
7 1 (0.49%) CISSP
7 1 (0.49%) GCIH
7 1 (0.49%) GIAC
7 1 (0.49%) Master's Degree
7 1 (0.49%) OCA
7 1 (0.49%) Oracle Certification
7 1 (0.49%) PRINCE2 Practitioner
7 1 (0.49%) RHCE
7 1 (0.49%) Six Sigma Green Belt
7 1 (0.49%) Six Sigma Master Black Belt
Quality Assurance & Compliance
1 7 (3.43%) QA
2 6 (2.94%) PMO
3 5 (2.45%) Data Quality
3 5 (2.45%) PCI DSS
3 5 (2.45%) Sarbanes-Oxley
4 4 (1.96%) 21 CFR Part 11
4 4 (1.96%) GxP
5 3 (1.47%) GCP
5 3 (1.47%) GLP
5 3 (1.47%) GMP
6 2 (0.98%) GDPR
7 1 (0.49%) PMBOK
7 1 (0.49%) Solvency II
System Software
1 32 (15.69%) Hyper-V
2 31 (15.20%) VMware Infrastructure
3 29 (14.22%) Microsoft App-V
4 26 (12.75%) XenApp
5 22 (10.78%) Active Directory
6 14 (6.86%) Oracle RAC
7 7 (3.43%) XenDesktop
8 6 (2.94%) Docker
9 3 (1.47%) BitLocker
10 1 (0.49%) Apache ZooKeeper
10 1 (0.49%) Firmware
10 1 (0.49%) HDFS
10 1 (0.49%) Virtual Machines
Systems Management
1 14 (6.86%) Data Guard
2 3 (1.47%) Microsoft Intune
2 3 (1.47%) SCCM
3 2 (0.98%) Ansible
3 2 (0.98%) HP Quality Center
3 2 (0.98%) Kubernetes
3 2 (0.98%) NetBackup
3 2 (0.98%) Opscode Chef
4 1 (0.49%) Failover Clustering
4 1 (0.49%) Puppet
4 1 (0.49%) SCVMM
4 1 (0.49%) Tivoli Identity Manager
Vendors
1 67 (32.84%) Microsoft
2 49 (24.02%) Oracle
3 34 (16.67%) Citrix
4 31 (15.20%) VMware
5 19 (9.31%) IBM
6 16 (7.84%) HP
6 16 (7.84%) Red Hat
7 14 (6.86%) 3PAR
8 13 (6.37%) Tableau
9 9 (4.41%) SAP
9 9 (4.41%) ServiceNow
10 5 (2.45%) Imperva
11 4 (1.96%) Perfecto Mobile
12 3 (1.47%) Google
12 3 (1.47%) Intel
12 3 (1.47%) Trend Micro
13 2 (0.98%) Veritas
14 1 (0.49%) JDA
14 1 (0.49%) McAfee
14 1 (0.49%) NetIQ