Period
to 21 July 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 21 July 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
21 Jul 2018
Same period 2017 Same period 2016
Rank 40 41 39
Rank change year-on-year +1 -2 -19
Contract jobs citing Analytical Skills 205 168 206
As % of all contract IT jobs advertised in Hampshire 5.36% 4.48% 4.81%
As % of the Miscellaneous category 17.07% 14.74% 14.83%
Number of daily rates quoted 111 105 129
Hampshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £306 £166 £252
90th Percentile £569 £602 £488
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 13 16 5
Hampshire median hourly rate £17.50 £40.00 £42.50
Median hourly rate % change year-on-year -56.25% -5.88% +199.30%
10th Percentile £10.50 £14.38 £15.20
90th Percentile £37.50 £57.66 £52.00
South East median hourly rate £19.00 £18.00 £19.00
% change year-on-year +5.56% -5.26% +24.59%

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 1,201 1,140 1,389
As % of all contract IT jobs advertised in Hampshire 31.39% 30.42% 32.42%
Number of daily rates quoted 656 682 904
Hampshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -
10th Percentile £275 £249 £263
90th Percentile £569 £550 £530
South East median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 64 84 70
Hampshire median hourly rate £36.25 £27.50 £40.75
Median hourly rate % change year-on-year +31.82% -32.52% +81.11%
10th Percentile £10.50 £12.56 £14.64
90th Percentile £47.83 £47.93 £58.75
South East median hourly rate £35.00 £17.50 £25.00
% change year-on-year +100.00% -30.00% +50.60%

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 21 July 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 21 July 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 21 July 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 -2 29 £438 +16.67% 12
Portsmouth +7 21 £421 +31.92% 10
Fareham +8 20 £425 +88.89% 2
Havant -1 20 £575 +21.05% 1
Basingstoke -3 20 £325 -17.46% 11
Hook +15 18 £328 -6.09%
Farnborough -11 11 £300 -33.33% 12
Aldershot +3 8 £440 -
Winchester -9 4 £395 +4.98% 2
Eastleigh - 2 £400 - 4
Fleet - 2 £320 -
Andover -5 1 £425 -5.29%
Analytical Skills
South East

For the 6 months to 21 July 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 70 (34.15%) Problem-Solving
2 58 (28.29%) SQL
3 54 (26.34%) Microsoft
4 47 (22.93%) Agile Software Development
5 46 (22.44%) Oracle
6 45 (21.95%) Security Cleared
7 41 (20.00%) SC Cleared
8 40 (19.51%) Migration
9 37 (18.05%) Windows
9 37 (18.05%) Degree
10 34 (16.59%) Middleware
11 33 (16.10%) Microsoft Azure
12 31 (15.12%) Project Management
13 28 (13.66%) Analytics
13 28 (13.66%) Hyper-V
14 27 (13.17%) VMware
14 27 (13.17%) Citrix
15 26 (12.68%) VMware Infrastructure
15 26 (12.68%) Data Analysis
16 25 (12.20%) Network Design
16 25 (12.20%) Validation
17 24 (11.71%) Mathematics
17 24 (11.71%) SaaS
17 24 (11.71%) Visualisation
17 24 (11.71%) Windows Server
18 23 (11.22%) Decision-Making
18 23 (11.22%) Finance
18 23 (11.22%) Stakeholder Management
19 22 (10.73%) SQL Server
20 21 (10.24%) 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 19 (9.27%) SharePoint
2 12 (5.85%) Jupyter
3 8 (3.90%) SAS
4 5 (2.44%) Skype for Business
5 3 (1.46%) Apache
6 2 (0.98%) Cloud Foundry
6 2 (0.98%) Exchange Server 2013
6 2 (0.98%) GemFire
6 2 (0.98%) IIS
6 2 (0.98%) MS Exchange
7 1 (0.49%) Apache Spark
7 1 (0.49%) ArcGIS
7 1 (0.49%) Confluence
7 1 (0.49%) Exchange Server 2010
7 1 (0.49%) JBoss
7 1 (0.49%) SharePoint 2010
7 1 (0.49%) SharePoint 2013
7 1 (0.49%) WebLogic
Applications
1 16 (7.80%) Microsoft Excel
2 15 (7.32%) Microsoft Office
3 11 (5.37%) Microsoft Project
4 3 (1.46%) Microsoft PowerPoint
4 3 (1.46%) SOLIDWORKS
5 2 (0.98%) Spreadsheet
6 1 (0.49%) InfoPath
6 1 (0.49%) MS Visio
6 1 (0.49%) SPSS
6 1 (0.49%) Stata
Business Applications
1 3 (1.46%) Eloqua
1 3 (1.46%) Oracle Financials
2 2 (0.98%) SAP BPC
2 2 (0.98%) SAP CO
2 2 (0.98%) SAP FI
2 2 (0.98%) SAP FI/CO
2 2 (0.98%) SAP PS
3 1 (0.49%) Oracle Applications
3 1 (0.49%) Oracle EBS
3 1 (0.49%) Oracle EBS R12
3 1 (0.49%) Primavera
3 1 (0.49%) Remedy ITSM
Cloud Services
1 33 (16.10%) Microsoft Azure
2 24 (11.71%) SaaS
3 19 (9.27%) PaaS
4 12 (5.85%) IaaS
5 4 (1.95%) Azure Active Directory
6 2 (0.98%) Azure Data Factory
6 2 (0.98%) BlueKai
6 2 (0.98%) Cortana Intelligence Suite
6 2 (0.98%) GitHub
6 2 (0.98%) Office 365
7 1 (0.49%) Amazon AWS
7 1 (0.49%) Basecamp
Communications & Networking
1 12 (5.85%) SAN
2 5 (2.44%) Firewall
2 5 (2.44%) Skype
3 4 (1.95%) NetScaler
4 3 (1.46%) Wireless
5 2 (0.98%) Cisco ISE
5 2 (0.98%) DNS
5 2 (0.98%) Internet
6 1 (0.49%) DHCP
6 1 (0.49%) Intranet
6 1 (0.49%) Kerberos
6 1 (0.49%) LAN
6 1 (0.49%) NAS
6 1 (0.49%) Network Security
6 1 (0.49%) SMS
6 1 (0.49%) SSL
6 1 (0.49%) WAN
6 1 (0.49%) Wireshark
6 1 (0.49%) ZigBee
Database & Business Intelligence
1 22 (10.73%) SQL Server
2 14 (6.83%) Data Mining
3 8 (3.90%) Big Data
3 8 (3.90%) SQL Server Integration Services
3 8 (3.90%) SQL Server Reporting Services
4 6 (2.93%) Data Warehouse
4 6 (2.93%) Oracle BI EE
4 6 (2.93%) QlikView
4 6 (2.93%) SQL Server Analysis Services
5 5 (2.44%) BusinessObjects
5 5 (2.44%) Oracle Reports
6 3 (1.46%) Hadoop
6 3 (1.46%) Oracle Database
6 3 (1.46%) Power BI
6 3 (1.46%) SQL Server 2014
7 2 (0.98%) Apache Hive
7 2 (0.98%) Data Lake
7 2 (0.98%) HDInsight
7 2 (0.98%) Microsoft Analysis Services
7 2 (0.98%) SQL Server 2016
Development Applications
1 8 (3.90%) Git (software)
2 4 (1.95%) Selenium
2 4 (1.95%) Team Foundation Server
2 4 (1.95%) Visual Studio
2 4 (1.95%) Visual Studio Team System
3 3 (1.46%) Appium
3 3 (1.46%) Eclipse
3 3 (1.46%) NUnit
3 3 (1.46%) Toad
4 2 (0.98%) Cucumber
4 2 (0.98%) IntelliJ
4 2 (0.98%) Jenkins
4 2 (0.98%) JIRA
4 2 (0.98%) JUnit
5 1 (0.49%) JMeter
5 1 (0.49%) Maven
5 1 (0.49%) Rational DOORS
5 1 (0.49%) RequisitePro
5 1 (0.49%) SoapUI
5 1 (0.49%) Subversion
General
1 23 (11.22%) Finance
2 18 (8.78%) Manufacturing
3 16 (7.80%) Telecoms
4 13 (6.34%) Games
5 9 (4.39%) Pharmaceutical
5 9 (4.39%) Retail
6 8 (3.90%) Billing
7 4 (1.95%) Electronics
7 4 (1.95%) Marketing
8 2 (0.98%) Advertising
8 2 (0.98%) Aerospace
8 2 (0.98%) Back Office
8 2 (0.98%) Military
9 1 (0.49%) Automotive
9 1 (0.49%) Avionics
Job Titles
1 66 (32.20%) Analyst
2 43 (20.98%) Architect
3 29 (14.15%) Business Analyst
4 24 (11.71%) Infrastructure Architect
5 23 (11.22%) Developer
6 18 (8.78%) Project Manager
7 14 (6.83%) Data Scientist
8 13 (6.34%) IT Analyst
9 10 (4.88%) Data Analyst
10 9 (4.39%) Data Business Analyst
11 8 (3.90%) Cloud Architect
12 6 (2.93%) Capacity Management Architect
12 6 (2.93%) Cloud Infrastructure Architect
12 6 (2.93%) Consultant
12 6 (2.93%) Senior Analyst
12 6 (2.93%) Software Developer
12 6 (2.93%) SQL Analyst
12 6 (2.93%) SQL Data Analyst
12 6 (2.93%) SQL Developer
13 5 (2.44%) IT Manager
Libraries, Frameworks & Software Standards
1 34 (16.59%) Middleware
2 12 (5.85%) .NET
2 12 (5.85%) Matplotlib
2 12 (5.85%) NumPy
2 12 (5.85%) Pandas
3 11 (5.37%) HTML
4 10 (4.88%) D3.js
4 10 (4.88%) Unity (Game Engine)
4 10 (4.88%) Unreal Engine
5 6 (2.93%) CSS
6 5 (2.44%) jQuery
6 5 (2.44%) Web Services
7 4 (1.95%) JSON
7 4 (1.95%) Spring
7 4 (1.95%) XML
8 3 (1.46%) AngularJS
8 3 (1.46%) XSD
8 3 (1.46%) XSLT
9 2 (0.98%) Kafka
9 2 (0.98%) Spring Cloud
Miscellaneous
1 15 (7.32%) Computer Science
2 14 (6.83%) Life Science
3 12 (5.85%) Self-Motivation
4 11 (5.37%) Management Information System
5 9 (4.39%) LIMS
5 9 (4.39%) User Experience
6 5 (2.44%) Cloud Native
6 5 (2.44%) Virtual Team
7 3 (1.46%) FMCG
7 3 (1.46%) Mainframe
8 2 (0.98%) Algorithms
8 2 (0.98%) Analytical Mindset
8 2 (0.98%) Arduino
8 2 (0.98%) Data Protection Act
8 2 (0.98%) Greenfield Project
8 2 (0.98%) Hybrid Cloud
8 2 (0.98%) Linux Command Line
8 2 (0.98%) Online Games
8 2 (0.98%) Raspberry Pi
8 2 (0.98%) Social Media
Operating Systems
1 37 (18.05%) Windows
2 24 (11.71%) Windows Server
3 19 (9.27%) Windows 10
4 17 (8.29%) Linux
5 14 (6.83%) Unix
6 12 (5.85%) Red Hat Enterprise Linux
6 12 (5.85%) Windows Server 2012
6 12 (5.85%) Windows XP
7 11 (5.37%) AIX
8 6 (2.93%) Windows 7
9 1 (0.49%) Android
9 1 (0.49%) Apple iOS
9 1 (0.49%) Solaris
9 1 (0.49%) Windows Server 2003
9 1 (0.49%) Windows Server 2008
9 1 (0.49%) zOS
Processes & Methodologies
1 70 (34.15%) Problem-Solving
2 47 (22.93%) Agile Software Development
3 40 (19.51%) Migration
4 31 (15.12%) Project Management
5 28 (13.66%) Analytics
6 26 (12.68%) Data Analysis
7 25 (12.20%) Network Design
7 25 (12.20%) Validation
8 24 (11.71%) Mathematics
8 24 (11.71%) Visualisation
9 23 (11.22%) Decision-Making
9 23 (11.22%) Stakeholder Management
10 21 (10.24%) Business Intelligence
11 20 (9.76%) Analytical Thinking
12 19 (9.27%) Data Science
13 18 (8.78%) PRINCE2
14 16 (7.80%) Business Analysis
14 16 (7.80%) Data Management
15 15 (7.32%) Machine Learning
15 15 (7.32%) Statistics
Programming Languages
1 58 (28.29%) SQL
2 18 (8.78%) C#
3 17 (8.29%) Python
4 16 (7.80%) R
5 10 (4.88%) Java
6 9 (4.39%) T-SQL
7 8 (3.90%) C
7 8 (3.90%) JavaScript
7 8 (3.90%) VBA
8 5 (2.44%) C++
8 5 (2.44%) VB.NET
9 3 (1.46%) PowerShell
10 2 (0.98%) MATLAB
10 2 (0.98%) PL/SQL
10 2 (0.98%) Shell Script
11 1 (0.49%) ABAP
11 1 (0.49%) Apple Swift
11 1 (0.49%) Delphi
11 1 (0.49%) TypeScript
11 1 (0.49%) VB
Qualifications
1 45 (21.95%) Security Cleared
2 41 (20.00%) SC Cleared
3 37 (18.05%) Degree
4 5 (2.44%) Computer Science Degree
4 5 (2.44%) PMP
4 5 (2.44%) PRINCE2 Practitioner
5 3 (1.46%) MCSA
5 3 (1.46%) MCSE
5 3 (1.46%) Microsoft Certification
5 3 (1.46%) Six Sigma Black Belt
6 2 (0.98%) CCIE
6 2 (0.98%) CCNP
6 2 (0.98%) Cisco Certification
6 2 (0.98%) DV Cleared
6 2 (0.98%) IIBA
6 2 (0.98%) OCA
6 2 (0.98%) Oracle Certification
6 2 (0.98%) PMI Certification
7 1 (0.49%) APMP
7 1 (0.49%) Six Sigma Green Belt
Quality Assurance & Compliance
1 9 (4.39%) GxP
2 5 (2.44%) Data Quality
3 4 (1.95%) 21 CFR Part 11
3 4 (1.95%) GCP
3 4 (1.95%) GLP
3 4 (1.95%) GMP
3 4 (1.95%) PMO
4 2 (0.98%) PCI DSS
4 2 (0.98%) QA
4 2 (0.98%) Sarbanes-Oxley
5 1 (0.49%) GDPR
5 1 (0.49%) ISO/IEC 20000
5 1 (0.49%) ISO/IEC 27001
5 1 (0.49%) PMBOK
5 1 (0.49%) SLA
System Software
1 28 (13.66%) Hyper-V
2 26 (12.68%) VMware Infrastructure
3 20 (9.76%) Microsoft App-V
3 20 (9.76%) XenApp
4 12 (5.85%) Active Directory
5 11 (5.37%) Oracle RAC
6 4 (1.95%) Docker
6 4 (1.95%) XenDesktop
7 2 (0.98%) Apache ZooKeeper
7 2 (0.98%) Firmware
7 2 (0.98%) HDFS
7 2 (0.98%) Virtual Machines
8 1 (0.49%) Time Sharing Option
8 1 (0.49%) VMware ESXi
8 1 (0.49%) vSphere
Systems Management
1 11 (5.37%) Data Guard
2 3 (1.46%) SCOM
3 2 (0.98%) Failover Clustering
3 2 (0.98%) NetBackup
3 2 (0.98%) SCVMM
4 1 (0.49%) Kubernetes
4 1 (0.49%) Microsoft Intune
4 1 (0.49%) SCCM
4 1 (0.49%) Systems Management Server (SMS)
4 1 (0.49%) Tivoli Identity Manager
Vendors
1 54 (26.34%) Microsoft
2 46 (22.44%) Oracle
3 27 (13.17%) Citrix
3 27 (13.17%) VMware
4 17 (8.29%) Tableau
5 14 (6.83%) IBM
6 12 (5.85%) HP
6 12 (5.85%) Red Hat
7 11 (5.37%) 3PAR
8 8 (3.90%) SAP
9 6 (2.93%) Netezza
10 5 (2.44%) ServiceNow
11 3 (1.46%) Cisco
11 3 (1.46%) Perfecto Mobile
12 2 (0.98%) Ariba
12 2 (0.98%) BMC
12 2 (0.98%) Imperva
12 2 (0.98%) SolarWinds
12 2 (0.98%) Veritas
13 1 (0.49%) Remedy