Period
to 20 May 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 May 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 May 2018
Same period 2017 Same period 2016
Rank 36 46 43
Rank change year-on-year +10 -3 -22
Contract jobs citing Analytical Skills 201 155 192
As % of all contract IT jobs advertised in Hampshire 5.27% 4.34% 4.69%
As % of the Miscellaneous category 16.95% 13.66% 15.01%
Number of daily rates quoted 107 104 130
Hampshire median daily rate £421 £350 £348
Median daily rate % change year-on-year +20.29% +0.72% +6.41%
10th Percentile £309 £143 £261
90th Percentile £553 £603 £507
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 10 16 6
Hampshire median hourly rate £12.63 £18.75 £26.75
Median hourly rate % change year-on-year -32.67% -29.91% +114.09%
10th Percentile £10.50 £14.63 £14.13
90th Percentile £38.50 £54.53 £51.25
South East median hourly rate £19.00 £17.25 £19.00
% change year-on-year +10.14% -9.21% +18.75%

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 1,186 1,135 1,279
As % of all contract IT jobs advertised in Hampshire 31.10% 31.79% 31.23%
Number of daily rates quoted 643 701 845
Hampshire median daily rate £421 £425 £375
Median daily rate % change year-on-year -0.94% +13.33% -
10th Percentile £261 £263 £263
90th Percentile £550 £575 £539
South East median daily rate £425 £400 £393
% change year-on-year +6.25% +1.91% +4.67%
Number of hourly rates quoted 73 96 57
Hampshire median hourly rate £35.00 £19.75 £42.00
Median hourly rate % change year-on-year +77.22% -52.98% +86.67%
10th Percentile £10.88 £12.20 £13.30
90th Percentile £50.00 £46.00 £52.75
South East median hourly rate £30.00 £16.50 £23.00
% change year-on-year +81.82% -28.26% +39.39%

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 May 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 May 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 May 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
Fareham +9 26 £425 +112.50% 1
Southampton -1 26 £444 +77.50% 14
Basingstoke -11 26 £350 +12.54% 10
Hook +14 19 £328 -3.68% 1
Havant 0 19 £550 +10.28% 3
Portsmouth +7 17 £420 +110.00% 9
Farnborough -9 10 £400 -42.86% 4
Winchester +3 9 £378 +25.83% 6
Aldershot - 7 £410 -
Andover -1 2 £425 - 1
Eastleigh - 2 £400 - 6
Fleet - 2 £320 -
Analytical Skills
South East

For the 6 months to 20 May 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 75 (37.31%) Problem-Solving
2 58 (28.86%) Security Cleared
3 51 (25.37%) SC Cleared
4 40 (19.90%) SQL
5 39 (19.40%) Degree
6 38 (18.91%) Agile Software Development
7 37 (18.41%) Microsoft
8 33 (16.42%) Data Analysis
8 33 (16.42%) Decision-Making
9 32 (15.92%) Project Management
9 32 (15.92%) Finance
10 31 (15.42%) Analytics
11 30 (14.93%) Visualisation
12 28 (13.93%) Mathematics
13 27 (13.43%) Oracle
14 25 (12.44%) Python
14 25 (12.44%) Migration
14 25 (12.44%) R
15 24 (11.94%) PRINCE2
16 23 (11.44%) Trend Analysis
16 23 (11.44%) Data Cleansing
17 22 (10.95%) Statistics
17 22 (10.95%) Data Mining
17 22 (10.95%) Telecoms
17 22 (10.95%) Sentiment Analysis
17 22 (10.95%) Collaborative Working
17 22 (10.95%) Data Science
17 22 (10.95%) Predictive Analysis
18 21 (10.45%) Data Management
18 21 (10.45%) Microsoft Excel

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 (9.45%) Jupyter
1 19 (9.45%) SharePoint
2 8 (3.98%) SAS
2 8 (3.98%) Skype for Business
3 4 (1.99%) Exchange Server 2013
4 2 (1.00%) Apache
4 2 (1.00%) Cloud Foundry
4 2 (1.00%) GemFire
4 2 (1.00%) MS Exchange
5 1 (0.50%) Exchange Server 2010
5 1 (0.50%) IIS
5 1 (0.50%) JBoss
5 1 (0.50%) WebLogic
Applications
1 21 (10.45%) Microsoft Excel
2 17 (8.46%) Microsoft Office
3 14 (6.97%) Microsoft Project
4 3 (1.49%) Microsoft PowerPoint
4 3 (1.49%) SOLIDWORKS
5 2 (1.00%) MS Visio
5 2 (1.00%) Spreadsheet
6 1 (0.50%) SPSS
Business Applications
1 3 (1.49%) Eloqua
1 3 (1.49%) Remedy ITSM
2 2 (1.00%) Oracle Financials
2 2 (1.00%) SAP BPC
2 2 (1.00%) SAP CO
2 2 (1.00%) SAP FI
2 2 (1.00%) SAP FI/CO
2 2 (1.00%) SAP PS
3 1 (0.50%) Oracle Applications
3 1 (0.50%) Oracle EBS
3 1 (0.50%) Oracle EBS R12
3 1 (0.50%) Payment Gateway
3 1 (0.50%) Primavera
Cloud Services
1 11 (5.47%) Microsoft Azure
2 9 (4.48%) PaaS
3 8 (3.98%) SaaS
4 3 (1.49%) Azure Active Directory
4 3 (1.49%) Office 365
5 2 (1.00%) Azure Data Factory
5 2 (1.00%) BlueKai
5 2 (1.00%) Cortana Intelligence Suite
5 2 (1.00%) GitHub
5 2 (1.00%) IaaS
6 1 (0.50%) Amazon AWS
6 1 (0.50%) Basecamp
Communications & Networking
1 8 (3.98%) Skype
2 2 (1.00%) Cisco ISE
2 2 (1.00%) Firewall
2 2 (1.00%) Remote Desktop
3 1 (0.50%) DHCP
3 1 (0.50%) DNS
3 1 (0.50%) Internet
3 1 (0.50%) Intranet
3 1 (0.50%) SMS
3 1 (0.50%) Wireless
Database & Business Intelligence
1 22 (10.95%) Data Mining
2 18 (8.96%) SQL Server
3 10 (4.98%) SQL Server Reporting Services
4 9 (4.48%) QlikView
5 8 (3.98%) Oracle BI EE
6 7 (3.48%) SQL Server Integration Services
7 6 (2.99%) SQL Server Analysis Services
8 5 (2.49%) BusinessObjects
8 5 (2.49%) Data Warehouse
8 5 (2.49%) Oracle Reports
9 4 (1.99%) Big Data
10 3 (1.49%) Hadoop
10 3 (1.49%) OLAP
10 3 (1.49%) Oracle Database
11 2 (1.00%) DB2
11 2 (1.00%) HDInsight
11 2 (1.00%) Microsoft Analysis Services
11 2 (1.00%) MS Access
11 2 (1.00%) MySQL
11 2 (1.00%) SAP BW
Development Applications
1 4 (1.99%) Git (software)
2 3 (1.49%) Eclipse
2 3 (1.49%) Team Foundation Server
2 3 (1.49%) Toad
3 2 (1.00%) Cucumber
3 2 (1.00%) IntelliJ
3 2 (1.00%) Jenkins
3 2 (1.00%) JMeter
3 2 (1.00%) JUnit
3 2 (1.00%) LoadUI
3 2 (1.00%) Selenium
3 2 (1.00%) SoapUI
4 1 (0.50%) JIRA
4 1 (0.50%) Maven
4 1 (0.50%) Rational DOORS
4 1 (0.50%) RequisitePro
4 1 (0.50%) SQL Server Management Studio (SSMS)
4 1 (0.50%) TestDirector
General
1 32 (15.92%) Finance
2 22 (10.95%) Telecoms
3 20 (9.95%) Games
4 16 (7.96%) Manufacturing
5 10 (4.98%) Billing
6 9 (4.48%) Pharmaceutical
7 7 (3.48%) Retail
8 4 (1.99%) Marketing
9 3 (1.49%) Aerospace
10 2 (1.00%) Back Office
10 2 (1.00%) Electronics
11 1 (0.50%) Automotive
11 1 (0.50%) Banking
11 1 (0.50%) Military
Job Titles
1 67 (33.33%) Analyst
2 29 (14.43%) Architect
3 25 (12.44%) Business Analyst
4 22 (10.95%) Data Scientist
5 21 (10.45%) Project Manager
6 15 (7.46%) Data Analyst
6 15 (7.46%) Developer
7 11 (5.47%) IT Analyst
8 8 (3.98%) Consultant
8 8 (3.98%) SQL Analyst
8 8 (3.98%) SQL Data Analyst
9 6 (2.99%) Capacity Management Architect
9 6 (2.99%) Senior Analyst
9 6 (2.99%) Service Analyst
10 5 (2.49%) Infrastructure Architect
10 5 (2.49%) IT Project Manager
10 5 (2.49%) Programme Manager
10 5 (2.49%) Senior Data Analyst
10 5 (2.49%) Service Desk Analyst
10 5 (2.49%) SQL Developer
Libraries, Frameworks & Software Standards
1 19 (9.45%) Matplotlib
1 19 (9.45%) NumPy
1 19 (9.45%) Pandas
2 17 (8.46%) D3.js
2 17 (8.46%) Unity (Game Engine)
2 17 (8.46%) Unreal Engine
3 16 (7.96%) Middleware
4 7 (3.48%) .NET
5 5 (2.49%) HTML
6 4 (1.99%) JSON
6 4 (1.99%) XML
7 3 (1.49%) AngularJS
7 3 (1.49%) Spring
7 3 (1.49%) WAP
7 3 (1.49%) Web Services
7 3 (1.49%) XSD
7 3 (1.49%) XSLT
8 2 (1.00%) Gherkin
8 2 (1.00%) Kafka
8 2 (1.00%) REST
Miscellaneous
1 21 (10.45%) Computer Science
2 16 (7.96%) User Experience
3 13 (6.47%) Life Science
3 13 (6.47%) Self-Motivation
4 9 (4.48%) LIMS
4 9 (4.48%) Management Information System
5 7 (3.48%) Virtual Team
6 4 (1.99%) Mainframe
7 3 (1.49%) Data Centre
8 2 (1.00%) FMCG
8 2 (1.00%) Greenfield Project
8 2 (1.00%) Hybrid Cloud
8 2 (1.00%) Linux Command Line
8 2 (1.00%) Online Games
8 2 (1.00%) PMI
9 1 (0.50%) Algorithms
9 1 (0.50%) Cybercrime
9 1 (0.50%) Data Structures
9 1 (0.50%) Mobile App
9 1 (0.50%) Raspberry Pi
Operating Systems
1 21 (10.45%) Windows
2 10 (4.98%) Windows 10
2 10 (4.98%) Windows 7
3 4 (1.99%) Linux
3 4 (1.99%) Unix
3 4 (1.99%) Windows Server
4 2 (1.00%) Windows Server 2003
4 2 (1.00%) Windows Server 2008
4 2 (1.00%) Windows Server 2012
4 2 (1.00%) zOS
5 1 (0.50%) AIX
5 1 (0.50%) Android
5 1 (0.50%) Apple iOS
5 1 (0.50%) Windows NT
Processes & Methodologies
1 75 (37.31%) Problem-Solving
2 38 (18.91%) Agile Software Development
3 33 (16.42%) Data Analysis
3 33 (16.42%) Decision-Making
4 32 (15.92%) Project Management
5 31 (15.42%) Analytics
6 30 (14.93%) Visualisation
7 28 (13.93%) Mathematics
8 25 (12.44%) Migration
9 24 (11.94%) PRINCE2
10 23 (11.44%) Data Cleansing
10 23 (11.44%) Trend Analysis
11 22 (10.95%) Collaborative Working
11 22 (10.95%) Data Science
11 22 (10.95%) Predictive Analysis
11 22 (10.95%) Sentiment Analysis
11 22 (10.95%) Statistics
12 21 (10.45%) Data Management
12 21 (10.45%) Machine Learning
12 21 (10.45%) Open Source
Programming Languages
1 40 (19.90%) SQL
2 25 (12.44%) Python
2 25 (12.44%) R
3 10 (4.98%) C#
4 8 (3.98%) Java
4 8 (3.98%) VBA
5 6 (2.99%) C
6 5 (2.49%) T-SQL
7 4 (1.99%) C++
7 4 (1.99%) PowerShell
8 3 (1.49%) JavaScript
8 3 (1.49%) VB.NET
9 2 (1.00%) JCL
9 2 (1.00%) REXX
9 2 (1.00%) Shell Script
10 1 (0.50%) ABAP
10 1 (0.50%) Delphi
10 1 (0.50%) MATLAB
10 1 (0.50%) PL/SQL
10 1 (0.50%) VB
Qualifications
1 58 (28.86%) Security Cleared
2 51 (25.37%) SC Cleared
3 39 (19.40%) Degree
4 6 (2.99%) PMP
5 5 (2.49%) DV Cleared
5 5 (2.49%) PRINCE2 Practitioner
6 4 (1.99%) Computer Science Degree
6 4 (1.99%) PMI Certification
7 3 (1.49%) BPSS Clearance
7 3 (1.49%) MCSA
7 3 (1.49%) MCSE
7 3 (1.49%) Microsoft Certification
7 3 (1.49%) Six Sigma Black Belt
8 2 (1.00%) CCIE
8 2 (1.00%) CCNP
8 2 (1.00%) Cisco Certification
8 2 (1.00%) IIBA
8 2 (1.00%) OCA
8 2 (1.00%) Oracle Certification
9 1 (0.50%) RHCE
Quality Assurance & Compliance
1 9 (4.48%) GxP
2 6 (2.99%) PMO
2 6 (2.99%) QA
3 4 (1.99%) 21 CFR Part 11
3 4 (1.99%) GCP
3 4 (1.99%) GLP
3 4 (1.99%) GMP
4 2 (1.00%) GDPR
4 2 (1.00%) ISO/IEC 20000
5 1 (0.50%) COBIT
5 1 (0.50%) ISO 9000
5 1 (0.50%) ISO/IEC 27001
5 1 (0.50%) PCI DSS
5 1 (0.50%) PMBOK
5 1 (0.50%) Sarbanes-Oxley
5 1 (0.50%) SLA
System Software
1 15 (7.46%) Active Directory
2 12 (5.97%) VMware Infrastructure
3 11 (5.47%) Hyper-V
4 2 (1.00%) Apache ZooKeeper
4 2 (1.00%) HDFS
4 2 (1.00%) Time Sharing Option
4 2 (1.00%) Virtual Machines
5 1 (0.50%) Firmware
5 1 (0.50%) VMware ESXi
5 1 (0.50%) VMware Server
5 1 (0.50%) VMware Workstation
5 1 (0.50%) vSphere
Systems Management
1 4 (1.99%) SCOM
2 3 (1.49%) Microsoft Intune
2 3 (1.49%) SCVMM
3 2 (1.00%) Failover Clustering
3 2 (1.00%) SCCM
3 2 (1.00%) Systems Management Server (SMS)
4 1 (0.50%) HP Quality Center
4 1 (0.50%) SCSM
Vendors
1 37 (18.41%) Microsoft
2 27 (13.43%) Oracle
3 20 (9.95%) Tableau
4 13 (6.47%) VMware
5 10 (4.98%) Citrix
6 8 (3.98%) Netezza
6 8 (3.98%) ServiceNow
7 6 (2.99%) Cisco
7 6 (2.99%) SAP
8 5 (2.49%) BMC
9 4 (1.99%) HP
10 3 (1.49%) IBM
10 3 (1.49%) NetApp
10 3 (1.49%) Remedy
10 3 (1.49%) SolarWinds
11 2 (1.00%) Ariba
11 2 (1.00%) Imperva
12 1 (0.50%) Brio
12 1 (0.50%) JDA
12 1 (0.50%) MicroStrategy