Period
to 20 November 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Wiltshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 20 November 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 West > Wiltshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 10 25 25
Rank change year-on-year +15 0 -2
Contract jobs citing Analytical Skills 184 89 78
As % of all contract IT jobs advertised in Wiltshire 10.59% 7.15% 6.12%
As % of the Miscellaneous category 29.35% 24.18% 19.45%
Number of daily rates quoted 126 65 58
Wiltshire median daily rate £444 £450 £350
Median daily rate % change year-on-year -1.39% +28.57% -15.15%
10th Percentile £334 £354 £229
90th Percentile £575 £514 £545
South West median daily rate £425 £425 £363
% change year-on-year - +17.24% -5.54%
Number of hourly rates quoted 0 3 1
Wiltshire median hourly rate - £32.00 £13.00
Median hourly rate % change year-on-year - +146.15% -53.57%
South West median hourly rate £40.00 £33.50 £26.50
% change year-on-year +19.40% +26.42% -26.39%

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 Wiltshire with a requirement for generic IT skills.

All Generic IT Skills
Wiltshire
Contract vacancies with a requirement for generic IT skills 627 368 401
As % of all contract IT jobs advertised in Wiltshire 36.10% 29.58% 31.45%
Number of daily rates quoted 392 232 287
Wiltshire median daily rate £450 £438 £365
Median daily rate % change year-on-year +2.86% +19.86% -8.75%
10th Percentile £251 £313 £208
90th Percentile £600 £600 £600
South West median daily rate £425 £400 £365
% change year-on-year +6.25% +9.59% -2.67%
Number of hourly rates quoted 25 9 3
Wiltshire median hourly rate £42.50 £32.00 £11.72
Median hourly rate % change year-on-year +32.81% +173.04% -56.19%
10th Percentile £17.50 £17.50 £6.34
90th Percentile £47.00 £39.15 £13.54
South West median hourly rate £42.50 £38.25 £26.50
% change year-on-year +11.11% +44.34% -30.72%

Analytical Skills
Job Vacancy Trend in Wiltshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Wiltshire.

Job vacancy trend for Analytical Skills in Wiltshire

Analytical Skills
Contractor Daily Rate Trend in Wiltshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Wiltshire.

Contractor daily rate trend for Analytical Skills in Wiltshire

Analytical Skills
Contractor Daily Rate Histogram in Wiltshire

The daily rate distribution of IT jobs citing Analytical Skills in Wiltshire over the 6 months to 20 November 2018.

Contractor daily rate histogram for Analytical Skills in Wiltshire

Analytical Skills
Contractor Hourly Rate Trend in Wiltshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Wiltshire.

Contractor hourly rate trend for Analytical Skills in Wiltshire

Analytical Skills
Contract Job Locations in Wiltshire

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 Wiltshire region over the 6 months to 20 November 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
Swindon +3 104 £425 -5.56% 9
Salisbury +4 43 £550 +39.24% 6
Corsham +3 21 £525 +11.41%
Malmesbury - 1 £325 -
Analytical Skills
South West

For the 6 months to 20 November 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 Wiltshire region with a requirement for Analytical Skills.

1 67 (36.41%) Security Cleared
2 54 (29.35%) Problem-Solving
3 51 (27.72%) Critical Thinking
4 49 (26.63%) Linux
5 48 (26.09%) Python
6 43 (23.37%) Data Science
7 37 (20.11%) SC Cleared
8 36 (19.57%) Data Architecture
8 36 (19.57%) IT Strategy
9 35 (19.02%) Technical Architecture
9 35 (19.02%) SQL
9 35 (19.02%) Microsoft
10 34 (18.48%) Agile Software Development
10 34 (18.48%) DV Cleared
11 32 (17.39%) Business Intelligence
12 31 (16.85%) Finance
12 31 (16.85%) Information Security
13 28 (15.22%) Data Warehouse
13 28 (15.22%) HMG Infosec
13 28 (15.22%) JSP 440
13 28 (15.22%) HMG Security Policy Framework
14 27 (14.67%) Visualisation
15 26 (14.13%) User Stories
16 25 (13.59%) People Management
17 23 (12.50%) R
17 23 (12.50%) Dimensional Modelling
17 23 (12.50%) Data Mining
18 22 (11.96%) Banking
18 22 (11.96%) Teradata
18 22 (11.96%) Big Data

Analytical Skills
Co-occurring IT Skills in Wiltshire 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 (7.07%) SharePoint
2 3 (1.63%) CMS
3 2 (1.09%) ColdFusion
3 2 (1.09%) Confluence
3 2 (1.09%) Elasticsearch
3 2 (1.09%) Skype for Business
4 1 (0.54%) MS Exchange
4 1 (0.54%) Office Communications Server
4 1 (0.54%) SAS
Applications
1 13 (7.07%) Microsoft Office
2 5 (2.72%) Microsoft Excel
3 2 (1.09%) Microsoft PowerPoint
3 2 (1.09%) Microsoft Project
Business Applications
1 6 (3.26%) SAP CRM
2 1 (0.54%) Oracle Procure-to-Pay
Cloud Services
1 11 (5.98%) Office 365
2 5 (2.72%) Microsoft Azure
3 4 (2.17%) Amazon AWS
4 3 (1.63%) SaaS
5 2 (1.09%) GitHub
6 1 (0.54%) Azure Active Directory
6 1 (0.54%) OpenShift
Communications & Networking
1 2 (1.09%) Firewall
2 1 (0.54%) Intranet
2 1 (0.54%) LAN
2 1 (0.54%) Skype
2 1 (0.54%) VoIP
2 1 (0.54%) WAN
Database & Business Intelligence
1 28 (15.22%) Data Warehouse
2 23 (12.50%) Data Mining
3 22 (11.96%) Big Data
4 21 (11.41%) Relational Database
5 12 (6.52%) SQL Server
6 3 (1.63%) MOLAP
6 3 (1.63%) ROLAP
7 2 (1.09%) Couchbase
7 2 (1.09%) Power BI
7 2 (1.09%) SQL Server 2016
7 2 (1.09%) SQL Server Analysis Services
7 2 (1.09%) SQL Server Integration Services
8 1 (0.54%) Amazon DynamoDB
8 1 (0.54%) Enterprise Data Warehouse
8 1 (0.54%) Microsoft Analysis Services
8 1 (0.54%) NoSQL
8 1 (0.54%) Oracle Database
8 1 (0.54%) Oracle Database 11g
8 1 (0.54%) SQL Server Reporting Services
Development Applications
1 5 (2.72%) Jenkins
2 4 (2.17%) ERwin
2 4 (2.17%) Git (software)
2 4 (2.17%) HP UFT
2 4 (2.17%) Selenium
3 2 (1.09%) Atlassian Bamboo
3 2 (1.09%) Cucumber
3 2 (1.09%) Grunt
3 2 (1.09%) JIRA
3 2 (1.09%) SoapUI
3 2 (1.09%) Team Foundation Server
3 2 (1.09%) Visual Studio Coded UI
4 1 (0.54%) JMeter
4 1 (0.54%) LoadRunner
4 1 (0.54%) Rational Performance Tester
4 1 (0.54%) Visual Studio Team System
General
1 31 (16.85%) Finance
2 22 (11.96%) Banking
3 21 (11.41%) Manufacturing
4 16 (8.70%) Automotive
5 11 (5.98%) Military
6 5 (2.72%) Retail
7 3 (1.63%) Billing
8 2 (1.09%) Legal
9 1 (0.54%) Marketing
9 1 (0.54%) Pharmaceutical
9 1 (0.54%) Publishing
Job Titles
1 60 (32.61%) Architect
2 45 (24.46%) Analyst
3 39 (21.20%) Solutions Architect
4 35 (19.02%) Business Analyst
5 23 (12.50%) Administrator
6 22 (11.96%) Business Intelligence Analyst
6 22 (11.96%) Business Intelligence Business Analyst
7 13 (7.07%) Security Architect
8 10 (5.43%) Applications Architect
8 10 (5.43%) Security Solutions Architect
9 8 (4.35%) CyberArk Engineer
9 8 (4.35%) Information Architect
10 7 (3.80%) Consultant
10 7 (3.80%) CyberArk Specialist
10 7 (3.80%) Lead Architect
10 7 (3.80%) Lead Solutions Architect
10 7 (3.80%) Support Engineer
11 6 (3.26%) Developer
12 5 (2.72%) Microsoft Engineer
13 4 (2.17%) ITIL Business Analyst
Libraries, Frameworks & Software Standards
1 20 (10.87%) Web Services
2 19 (10.33%) SOAP
3 15 (8.15%) JSON
3 15 (8.15%) JSP
3 15 (8.15%) XML
4 5 (2.72%) OAuth
5 4 (2.17%) REST
6 3 (1.63%) .NET
6 3 (1.63%) .NET Framework
6 3 (1.63%) CSS
6 3 (1.63%) HTML
6 3 (1.63%) HTML5
6 3 (1.63%) J2EE
6 3 (1.63%) OAuth2
6 3 (1.63%) OpenID
6 3 (1.63%) SAML
7 2 (1.09%) AngularJS
7 2 (1.09%) jQuery
7 2 (1.09%) Twitter Bootstrap
8 1 (0.54%) Express
Miscellaneous
1 19 (10.33%) Management Information System
2 10 (5.43%) Computer Science
3 8 (4.35%) Taxonomies
4 3 (1.63%) NHS
4 3 (1.63%) Self-Motivation
4 3 (1.63%) Virtual Team
5 2 (1.09%) Data Centre
5 2 (1.09%) Data Structures
5 2 (1.09%) IVR
5 2 (1.09%) Minimum Viable Product
5 2 (1.09%) Robotics
6 1 (0.54%) FMCG
6 1 (0.54%) PKI
6 1 (0.54%) PMI
6 1 (0.54%) Reference Data
Operating Systems
1 49 (26.63%) Linux
2 21 (11.41%) Unix
3 13 (7.07%) Windows
4 12 (6.52%) Red Hat Enterprise Linux
5 6 (3.26%) Mac OS
5 6 (3.26%) Windows 10
5 6 (3.26%) Windows 7
5 6 (3.26%) Windows 8
6 5 (2.72%) Windows Server
7 2 (1.09%) Windows XP
Processes & Methodologies
1 54 (29.35%) Problem-Solving
2 51 (27.72%) Critical Thinking
3 43 (23.37%) Data Science
4 36 (19.57%) Data Architecture
4 36 (19.57%) IT Strategy
5 35 (19.02%) Technical Architecture
6 34 (18.48%) Agile Software Development
7 32 (17.39%) Business Intelligence
8 31 (16.85%) Information Security
9 27 (14.67%) Visualisation
10 26 (14.13%) User Stories
11 25 (13.59%) People Management
12 23 (12.50%) Dimensional Modelling
13 21 (11.41%) Experimental Design
13 21 (11.41%) Statistical Analysis
14 17 (9.24%) TOGAF
15 15 (8.15%) DSDM
15 15 (8.15%) Enterprise Architecture
15 15 (8.15%) Software Engineering
16 14 (7.61%) Configuration Management
Programming Languages
1 48 (26.09%) Python
2 35 (19.02%) SQL
3 23 (12.50%) R
4 18 (9.78%) Java
5 17 (9.24%) PowerShell
6 16 (8.70%) C
7 15 (8.15%) C++
8 3 (1.63%) JavaScript
9 2 (1.09%) C#
10 1 (0.54%) T-SQL
10 1 (0.54%) VBA
Qualifications
1 67 (36.41%) Security Cleared
2 37 (20.11%) SC Cleared
3 34 (18.48%) DV Cleared
4 18 (9.78%) Degree
5 13 (7.07%) RHCE
6 6 (3.26%) CESG Certified Professional
6 6 (3.26%) CISA
6 6 (3.26%) CISM
6 6 (3.26%) CISSP
6 6 (3.26%) ISSAP
6 6 (3.26%) ISSEP
7 3 (1.63%) AWS Certification
7 3 (1.63%) Cisco Certification
8 2 (1.09%) MCSE
8 2 (1.09%) Microsoft Certification
8 2 (1.09%) Numerate Degree
8 2 (1.09%) OCA
8 2 (1.09%) Oracle Certification
8 2 (1.09%) PMP
8 2 (1.09%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 28 (15.22%) HMG Infosec
1 28 (15.22%) HMG Security Policy Framework
1 28 (15.22%) JSP 440
2 5 (2.72%) QA
3 4 (2.17%) PMO
4 2 (1.09%) Def Stans
System Software
1 2 (1.09%) VMware Infrastructure
2 1 (0.54%) Active Directory
2 1 (0.54%) Docker
2 1 (0.54%) Virtual Machines
Systems Management
1 12 (6.52%) Puppet
2 6 (3.26%) BMC PATROL
3 5 (2.72%) Microsoft Intune
3 5 (2.72%) Single Sign-On
4 4 (2.17%) CA Service Virtualization
5 3 (1.63%) NetIQ Identity Manager
6 2 (1.09%) PowerCLI
6 2 (1.09%) vCenter Server
7 1 (0.54%) Ansible
7 1 (0.54%) Kubernetes
7 1 (0.54%) Oracle RMAN
Vendors
1 35 (19.02%) Microsoft
2 22 (11.96%) Teradata
3 13 (7.07%) Red Hat
4 10 (5.43%) SAP
5 8 (4.35%) CyberArk
6 7 (3.80%) Oracle
7 4 (2.17%) CA
8 3 (1.63%) Cisco
8 3 (1.63%) NetIQ
9 2 (1.09%) Atlassian
9 2 (1.09%) McAfee
9 2 (1.09%) VMware
10 1 (0.54%) Anaplan
10 1 (0.54%) JDA