Period
to 22 February 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 22 February 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
22 Feb 2018
Same period 2017 Same period 2016
Rank 25 48 31
Rank change year-on-year +23 -17 -8
Contract jobs citing Analytical Skills 209 143 233
As % of all contract IT jobs advertised in Hampshire 5.78% 3.87% 5.45%
As % of the Miscellaneous category 20.67% 13.06% 18.25%
Number of daily rates quoted 111 89 155
Hampshire median daily rate £400 £310 £370
Median daily rate % change year-on-year +29.03% -16.22% +13.85%
10th Percentile £210 £138 £251
90th Percentile £538 £560 £439
South East median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +10.71%
Number of hourly rates quoted 15 17 15
Hampshire median hourly rate £20.00 £20.00 £15.78
Median hourly rate % change year-on-year - +26.78% +27.01%
10th Percentile £12.13 £13.80 £13.10
90th Percentile £42.50 £67.44 £58.75
South East median hourly rate £18.00 £16.50 £19.00
% change year-on-year +9.09% -13.16% +4.05%

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 1,011 1,095 1,277
As % of all contract IT jobs advertised in Hampshire 27.96% 29.66% 29.86%
Number of daily rates quoted 566 687 796
Hampshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +4.17%
10th Percentile £210 £250 £251
90th Percentile £549 £588 £550
South East median daily rate £403 £400 £390
% change year-on-year +0.63% +2.56% +4.00%
Number of hourly rates quoted 57 76 72
Hampshire median hourly rate £37.50 £17.25 £37.50
Median hourly rate % change year-on-year +117.39% -54.00% +128.24%
10th Percentile £16.40 £11.87 £13.03
90th Percentile £54.25 £47.50 £52.38
South East median hourly rate £26.87 £18.50 £26.25
% change year-on-year +45.22% -29.52% +59.09%

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 22 February 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 22 February 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 22 February 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
Basingstoke -5 34 £323 +72.00% 9
Fareham +14 29 £375 +100.00% 5
Havant +5 27 £400 -3.03% 1
Southampton +13 21 £390 +95.00% 14
Winchester +12 13 £360 +2.86% 3
Portsmouth +7 13 £500 +150.00% 9
Hook +2 12 £325 -4.41% 3
Farnborough -2 8 £400 -42.86% 7
Andover +5 1 £165 +43.48% 1
Aldershot -1 1 £440 +41.94%
Eastleigh -2 1 £325 - 2
Lyndhurst - 1 - -
Fleet - 1 - - 1
Analytical Skills
South East

For the 6 months to 22 February 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 57 (27.27%) Security Cleared
2 51 (24.40%) Microsoft
3 48 (22.97%) SC Cleared
4 41 (19.62%) Degree
5 35 (16.75%) Microsoft Excel
6 34 (16.27%) Finance
7 33 (15.79%) Windows
8 27 (12.92%) Microsoft Office
8 27 (12.92%) Project Management
8 27 (12.92%) R
9 26 (12.44%) Data Analysis
10 25 (11.96%) Mathematics
10 25 (11.96%) SQL
11 24 (11.48%) ITIL
11 24 (11.48%) Python
11 24 (11.48%) Agile Software Development
11 24 (11.48%) Statistics
12 22 (10.53%) Analytics
13 21 (10.05%) Active Directory
14 20 (9.57%) Telecoms
14 20 (9.57%) Visualisation
14 20 (9.57%) Data Science
15 19 (9.09%) Business Analysis
16 18 (8.61%) Computer Science
16 18 (8.61%) Windows 7
16 18 (8.61%) Collaborative Working
17 17 (8.13%) PRINCE2
17 17 (8.13%) Oracle
18 15 (7.18%) Machine Learning
18 15 (7.18%) Translating Business Requirements

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 13 (6.22%) SharePoint
2 12 (5.74%) Jupyter
2 12 (5.74%) Skype for Business
3 10 (4.78%) SAS
4 6 (2.87%) WebSphere
5 5 (2.39%) Exchange Server 2013
6 4 (1.91%) ArcGIS
7 3 (1.44%) Apache
7 3 (1.44%) Apache Spark
7 3 (1.44%) Exchange Server 2010
7 3 (1.44%) MS Exchange
8 1 (0.48%) CMS
Applications
1 35 (16.75%) Microsoft Excel
2 27 (12.92%) Microsoft Office
3 13 (6.22%) Microsoft PowerPoint
3 13 (6.22%) Microsoft Project
4 6 (2.87%) MS Visio
5 5 (2.39%) Stata
6 2 (0.96%) Spreadsheet
7 1 (0.48%) SPSS
Business Applications
1 5 (2.39%) Remedy ITSM
2 2 (0.96%) SAP BPC
2 2 (0.96%) SAP CO
2 2 (0.96%) SAP FI
2 2 (0.96%) SAP FI/CO
2 2 (0.96%) SAP PS
3 1 (0.48%) Dynamics CRM
3 1 (0.48%) Oracle ERP
3 1 (0.48%) Payment Gateway
3 1 (0.48%) SAP HR
Cloud Services
1 13 (6.22%) Microsoft Azure
2 7 (3.35%) Office 365
3 5 (2.39%) Azure Active Directory
4 2 (0.96%) Amazon AWS
4 2 (0.96%) IaaS
4 2 (0.96%) PaaS
4 2 (0.96%) SaaS
5 1 (0.48%) Azure Data Factory
5 1 (0.48%) Basecamp
5 1 (0.48%) Cortana Intelligence Suite
Communications & Networking
1 12 (5.74%) Skype
2 8 (3.83%) TCP/IP
3 7 (3.35%) SAN
4 6 (2.87%) LAN
5 4 (1.91%) SMS
6 3 (1.44%) Firewall
7 2 (0.96%) Remote Desktop
8 1 (0.48%) Cisco ISE
8 1 (0.48%) DHCP
8 1 (0.48%) DVB
8 1 (0.48%) Intranet
8 1 (0.48%) IPv4
8 1 (0.48%) IPv6
8 1 (0.48%) NAS
8 1 (0.48%) Network Security
8 1 (0.48%) VPN
Database & Business Intelligence
1 13 (6.22%) Data Mining
2 7 (3.35%) QlikView
2 7 (3.35%) SQL Server
3 6 (2.87%) Big Data
3 6 (2.87%) SQL Server Reporting Services
4 5 (2.39%) Oracle BI EE
5 4 (1.91%) BusinessObjects
5 4 (1.91%) Geospatial Data
5 4 (1.91%) GIS
5 4 (1.91%) QGIS
5 4 (1.91%) Spatial Data
6 3 (1.44%) Data Warehouse
6 3 (1.44%) Neo4j
6 3 (1.44%) NoSQL
6 3 (1.44%) SAP BW
6 3 (1.44%) SQL Server Analysis Services
6 3 (1.44%) SQL Server Integration Services
6 3 (1.44%) Text Mining
7 2 (0.96%) DB2
7 2 (0.96%) SQLPlus
Development Applications
1 5 (2.39%) Git (software)
2 4 (1.91%) Team Foundation Server
3 3 (1.44%) Selenium
4 2 (0.96%) JMeter
4 2 (0.96%) LoadUI
4 2 (0.96%) SoapUI
4 2 (0.96%) Visual Studio
4 2 (0.96%) Visual Studio Team System
5 1 (0.48%) JIRA
5 1 (0.48%) NUnit
5 1 (0.48%) Oracle Forms
5 1 (0.48%) Rational DOORS
5 1 (0.48%) RequisitePro
5 1 (0.48%) SQL Server Management Studio (SSMS)
5 1 (0.48%) TestDirector
General
1 34 (16.27%) Finance
2 20 (9.57%) Telecoms
3 11 (5.26%) Games
4 7 (3.35%) Manufacturing
5 6 (2.87%) Billing
6 2 (0.96%) Aerospace
6 2 (0.96%) Back Office
6 2 (0.96%) Pharmaceutical
7 1 (0.48%) Banking
7 1 (0.48%) Dutch Language
7 1 (0.48%) Electronics
7 1 (0.48%) German Language
7 1 (0.48%) Polish Language
7 1 (0.48%) Retail
Job Titles
1 79 (37.80%) Analyst
2 27 (12.92%) Architect
3 24 (11.48%) Business Analyst
4 16 (7.66%) Data Analyst
4 16 (7.66%) Data Scientist
5 10 (4.78%) Project Manager
5 10 (4.78%) Service Analyst
6 9 (4.31%) Service Desk Analyst
7 8 (3.83%) Consultant
7 8 (3.83%) Desktop Support
7 8 (3.83%) Financial Analyst
8 7 (3.35%) Programme Manager
9 6 (2.87%) Capacity Management Architect
9 6 (2.87%) Desktop Technician
9 6 (2.87%) Infrastructure Engineer
9 6 (2.87%) IT Analyst
9 6 (2.87%) Solutions Architect
9 6 (2.87%) Support Engineer
10 5 (2.39%) SQL Analyst
10 5 (2.39%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (6.22%) Middleware
2 12 (5.74%) Matplotlib
2 12 (5.74%) NumPy
2 12 (5.74%) Pandas
3 11 (5.26%) D3.js
3 11 (5.26%) Unity (Game Engine)
3 11 (5.26%) Unreal Engine
4 5 (2.39%) WAP
5 4 (1.91%) HTML
6 3 (1.44%) AngularJS
6 3 (1.44%) Web Services
6 3 (1.44%) XSLT
7 2 (0.96%) .NET
7 2 (0.96%) ISPF
8 1 (0.48%) CSS
8 1 (0.48%) J2EE
8 1 (0.48%) JDBC
8 1 (0.48%) jQuery
8 1 (0.48%) JSON
8 1 (0.48%) Velocity
Miscellaneous
1 18 (8.61%) Computer Science
2 10 (4.78%) iPad
3 8 (3.83%) User Experience
4 6 (2.87%) Data Centre
4 6 (2.87%) iPhone
5 5 (2.39%) Virtual Team
6 4 (1.91%) Cyber Defence
6 4 (1.91%) Smart Meter
7 3 (1.44%) Life Science
7 3 (1.44%) Management Information System
7 3 (1.44%) PMI
8 2 (0.96%) Analytical Mindset
8 2 (0.96%) Fat Client
8 2 (0.96%) Greenfield Project
8 2 (0.96%) LIMS
8 2 (0.96%) LPAR
8 2 (0.96%) Mainframe
8 2 (0.96%) Reference Data
8 2 (0.96%) Thin Client
9 1 (0.48%) Security Operations Centre
Operating Systems
1 33 (15.79%) Windows
2 18 (8.61%) Windows 7
3 13 (6.22%) Windows 10
4 9 (4.31%) Windows 8
5 7 (3.35%) AIX
5 7 (3.35%) Linux
6 6 (2.87%) Apple iOS
6 6 (2.87%) Solaris
7 4 (1.91%) Red Hat Enterprise Linux
7 4 (1.91%) Windows Server 2008
7 4 (1.91%) Windows Server 2012
8 3 (1.44%) Unix
9 2 (0.96%) Windows Server 2003
9 2 (0.96%) zOS
10 1 (0.48%) Windows NT
Processes & Methodologies
1 27 (12.92%) Project Management
2 26 (12.44%) Data Analysis
3 25 (11.96%) Mathematics
4 24 (11.48%) Agile Software Development
4 24 (11.48%) ITIL
4 24 (11.48%) Statistics
5 22 (10.53%) Analytics
6 20 (9.57%) Data Science
6 20 (9.57%) Visualisation
7 19 (9.09%) Business Analysis
8 18 (8.61%) Collaborative Working
9 17 (8.13%) PRINCE2
10 15 (7.18%) Change Management
10 15 (7.18%) Machine Learning
10 15 (7.18%) Translating Business Requirements
11 14 (6.70%) Data Cleansing
11 14 (6.70%) Software Engineering
11 14 (6.70%) Trend Analysis
11 14 (6.70%) Validation
12 13 (6.22%) Data Management
Programming Languages
1 27 (12.92%) R
2 25 (11.96%) SQL
3 24 (11.48%) Python
4 6 (2.87%) C#
4 6 (2.87%) Korn
4 6 (2.87%) Shell Script
5 4 (1.91%) C
5 4 (1.91%) Java
5 4 (1.91%) JavaScript
5 4 (1.91%) T-SQL
6 3 (1.44%) Ada
6 3 (1.44%) C++
6 3 (1.44%) PowerShell
7 2 (0.96%) JCL
7 2 (0.96%) REXX
7 2 (0.96%) VBA
8 1 (0.48%) ABAP
8 1 (0.48%) PL/SQL
Qualifications
1 57 (27.27%) Security Cleared
2 48 (22.97%) SC Cleared
3 41 (19.62%) Degree
4 8 (3.83%) PMI Certification
4 8 (3.83%) PMP
5 7 (3.35%) Postgraduate
6 5 (2.39%) DV Cleared
7 4 (1.91%) ISEB
8 3 (1.44%) Cisco Certification
8 3 (1.44%) ISO 27001 Lead Auditor
8 3 (1.44%) ISTQB
8 3 (1.44%) MCSA
8 3 (1.44%) MCSE
8 3 (1.44%) Microsoft Certification
9 2 (0.96%) BPSS Clearance
9 2 (0.96%) CCNA
9 2 (0.96%) PRINCE2 Certification
10 1 (0.48%) CCIE
10 1 (0.48%) CCNP
10 1 (0.48%) Master's Degree
Quality Assurance & Compliance
1 8 (3.83%) QA
2 5 (2.39%) GDPR
3 4 (1.91%) ISO/IEC 20000
3 4 (1.91%) PMO
4 3 (1.44%) ISO 9001
4 3 (1.44%) ISO/IEC 27001
4 3 (1.44%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 3 (1.44%) Sarbanes-Oxley
5 2 (0.96%) Data Quality
5 2 (0.96%) GxP
6 1 (0.48%) 21 CFR Part 11
6 1 (0.48%) COBIT
6 1 (0.48%) GAAP
6 1 (0.48%) GCP
6 1 (0.48%) GLP
6 1 (0.48%) GMP
6 1 (0.48%) ISO 9000
6 1 (0.48%) PCI DSS
6 1 (0.48%) SLA
System Software
1 21 (10.05%) Active Directory
2 11 (5.26%) VMware Infrastructure
3 9 (4.31%) Hyper-V
4 6 (2.87%) Tivoli Workload Scheduler
5 4 (1.91%) Oracle Clusterware
6 2 (0.96%) Docker
6 2 (0.96%) Time Sharing Option
7 1 (0.48%) Virtual Machines
7 1 (0.48%) VMware Server
7 1 (0.48%) VMware Workstation
Systems Management
1 6 (2.87%) Norton AntiVirus
1 6 (2.87%) Tivoli
1 6 (2.87%) Tivoli Storage Manager
2 5 (2.39%) Microsoft Intune
2 5 (2.39%) SCOM
3 4 (1.91%) NetBackup
3 4 (1.91%) SCCM
4 3 (1.44%) AirWatch
4 3 (1.44%) Symantec Enterprise Vault
5 2 (0.96%) Kubernetes
5 2 (0.96%) SCVMM
5 2 (0.96%) Systems Management Server (SMS)
6 1 (0.48%) Cacti
6 1 (0.48%) Failover Clustering
6 1 (0.48%) HP Quality Center
6 1 (0.48%) SCSM
Vendors
1 51 (24.40%) Microsoft
2 17 (8.13%) Oracle
3 13 (6.22%) Tableau
4 11 (5.26%) VMware
5 9 (4.31%) Citrix
5 9 (4.31%) IBM
5 9 (4.31%) ServiceNow
5 9 (4.31%) Symantec
6 8 (3.83%) Cisco
6 8 (3.83%) HP
6 8 (3.83%) SAP
7 7 (3.35%) BMC
8 6 (2.87%) NetApp
8 6 (2.87%) Red Hat
9 5 (2.39%) Netezza
9 5 (2.39%) Remedy
10 4 (1.91%) Ariba
11 3 (1.44%) MobileIron
12 2 (0.96%) Fujitsu
12 2 (0.96%) SolarWinds