Period
to 17 August 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Gloucestershire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 17 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 37 22 23
Rank change year-on-year -15 +1 +12
Permanent jobs citing Analytical Skills 118 202 241
As % of all permanent IT jobs advertised in Gloucestershire 6.99% 12.14% 11.36%
As % of the Miscellaneous category 17.46% 32.01% 27.67%
Number of salaries quoted 86 165 162
Gloucestershire median annual salary £47,500 £37,500 £45,000
Median salary % change year-on-year +26.67% -16.67% +15.38%
10th Percentile £26,250 £20,500 £23,250
90th Percentile £60,250 £57,000 £70,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +8.11%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for generic IT skills.

All Generic IT Skills
Gloucestershire
Permanent vacancies with a requirement for generic IT skills 676 631 871
As % of all permanent IT jobs advertised in Gloucestershire 40.07% 37.92% 41.07%
Number of salaries quoted 503 509 610
Gloucestershire median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £22,550 £22,700 £23,250
90th Percentile £62,500 £60,000 £67,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Analytical Skills
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Analytical Skills in Gloucestershire

Analytical Skills
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Gloucestershire.

Salary trend for Analytical Skills in Gloucestershire

Analytical Skills
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Analytical Skills in Gloucestershire over the 6 months to 17 August 2018.

Salary histogram for Analytical Skills in Gloucestershire

Analytical Skills
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Gloucestershire region over the 6 months to 17 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham -12 36 £50,000 +122.22% 9
Cirencester +3 24 £32,500 -
Gloucester -21 8 £44,750 +11.18% 8
Filton - 3 - -
Mitcheldean - 2 - -
Stroud +6 1 £27,000 -32.50%
Tewkesbury - 1 - - 1
Analytical Skills
South West

For the 6 months to 17 August 2018, IT 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 permanent job ads across the Gloucestershire region with a requirement for Analytical Skills.

1 44 (37.29%) Agile Software Development
2 29 (24.58%) Problem-Solving
3 28 (23.73%) SQL
4 27 (22.88%) Finance
4 27 (22.88%) Degree
4 27 (22.88%) Security Cleared
5 23 (19.49%) Python
6 21 (17.80%) Mathematics
7 19 (16.10%) DV Cleared
8 18 (15.25%) Windows
9 17 (14.41%) Microsoft
9 17 (14.41%) Stakeholder Management
10 16 (13.56%) C
11 15 (12.71%) Scrum
11 15 (12.71%) Waterfall
12 14 (11.86%) Data Science
12 14 (11.86%) Test Automation
13 13 (11.02%) Computer Science
13 13 (11.02%) Statistics
13 13 (11.02%) Service Delivery
13 13 (11.02%) Big Data
14 12 (10.17%) Service Management
14 12 (10.17%) Workflow
14 12 (10.17%) ITIL
14 12 (10.17%) Business Intelligence
14 12 (10.17%) Data Warehouse
14 12 (10.17%) Operations Research
15 11 (9.32%) Git (software)
15 11 (9.32%) Continuous Integration
15 11 (9.32%) Java

Analytical Skills
Co-occurring IT Skills in Gloucestershire 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 9 (7.63%) SAS
1 9 (7.63%) WebLogic
2 7 (5.93%) SharePoint
3 3 (2.54%) SharePoint Server
3 3 (2.54%) WebSphere
4 2 (1.69%) Apache Spark
4 2 (1.69%) Captiva
4 2 (1.69%) CMS
4 2 (1.69%) Documentum
5 1 (0.85%) Apache
5 1 (0.85%) Confluence
5 1 (0.85%) Elasticsearch
Applications
1 10 (8.47%) Microsoft Office
2 6 (5.08%) Microsoft Excel
3 4 (3.39%) Microsoft PowerPoint
4 1 (0.85%) Microsoft Project
4 1 (0.85%) MS Visio
Business Applications
1 3 (2.54%) Dynamics CRM
1 3 (2.54%) Oracle BPM
Cloud Services
1 7 (5.93%) Amazon AWS
2 4 (3.39%) Microsoft Azure
2 4 (3.39%) Office 365
2 4 (3.39%) SaaS
3 3 (2.54%) Dynamics 365
4 1 (0.85%) Amazon EC2
4 1 (0.85%) Amazon EMR
4 1 (0.85%) Cloud Computing
4 1 (0.85%) IaaS
4 1 (0.85%) npm
Communications & Networking
1 6 (5.08%) Firewall
1 6 (5.08%) HTTP
1 6 (5.08%) HTTPS
1 6 (5.08%) Network Security
1 6 (5.08%) SSL
2 4 (3.39%) Intranet
2 4 (3.39%) Intrusion Detection
3 2 (1.69%) DHCP
3 2 (1.69%) DNS
3 2 (1.69%) Ethernet
3 2 (1.69%) IPsec
3 2 (1.69%) VoIP
3 2 (1.69%) VPN
Database & Business Intelligence
1 13 (11.02%) Big Data
2 12 (10.17%) Data Warehouse
3 11 (9.32%) SQL Server
4 3 (2.54%) Crystal Reports
4 3 (2.54%) IBM InfoSphere
4 3 (2.54%) Qlik Sense
5 2 (1.69%) BusinessObjects
5 2 (1.69%) Power BI
5 2 (1.69%) Relational Database
6 1 (0.85%) Apache Accumulo
6 1 (0.85%) Apache Hive
6 1 (0.85%) Hadoop
6 1 (0.85%) MongoDB
6 1 (0.85%) MySQL
6 1 (0.85%) SQL Server Integration Services
Development Applications
1 11 (9.32%) Git (software)
2 5 (4.24%) Atlassian Bamboo
2 5 (4.24%) Jenkins
3 4 (3.39%) JMeter
3 4 (3.39%) Selenium
4 3 (2.54%) LoadRunner
4 3 (2.54%) SoapUI
5 2 (1.69%) Bitbucket
5 2 (1.69%) JIRA
6 1 (0.85%) ERwin
6 1 (0.85%) WATIR
General
1 27 (22.88%) Finance
2 11 (9.32%) Back Office
3 9 (7.63%) Front Office
3 9 (7.63%) Marketing
4 6 (5.08%) Games
4 6 (5.08%) Law
5 4 (3.39%) Aerospace
6 3 (2.54%) German Language
7 2 (1.69%) Billing
7 2 (1.69%) French Language
7 2 (1.69%) Military
7 2 (1.69%) Retail
7 2 (1.69%) Spanish Language
8 1 (0.85%) Banking
8 1 (0.85%) Electronics
8 1 (0.85%) Legal
8 1 (0.85%) Manufacturing
8 1 (0.85%) Telecoms
Job Titles
1 30 (25.42%) Analyst
2 12 (10.17%) Business Analyst
3 8 (6.78%) Applications Support
3 8 (6.78%) Data Analyst
3 8 (6.78%) Planning Manager
3 8 (6.78%) Resource Manager
3 8 (6.78%) Resource Planning Manager
4 7 (5.93%) Architect
4 7 (5.93%) Data Scientist
4 7 (5.93%) Developer
5 6 (5.08%) Consultant
5 6 (5.08%) Requirements Engineer
5 6 (5.08%) Senior Data Scientist
5 6 (5.08%) Systems Engineer
6 4 (3.39%) Cloud Engineer
6 4 (3.39%) Cloud Infrastructure Engineer
6 4 (3.39%) Software Product Manager
6 4 (3.39%) Test Automation Engineer
6 4 (3.39%) Test Scripter
6 4 (3.39%) Wintel Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 10 (8.47%) HTML
2 9 (7.63%) XML
3 7 (5.93%) .NET
3 7 (5.93%) Web Services
4 6 (5.08%) EJB
4 6 (5.08%) Hibernate
4 6 (5.08%) J2EE
4 6 (5.08%) Spring
5 3 (2.54%) JSON
5 3 (2.54%) SOAP
5 3 (2.54%) WebSphere MQ
5 3 (2.54%) XSD
6 1 (0.85%) AngularJS
6 1 (0.85%) ASP.NET
6 1 (0.85%) jQuery
6 1 (0.85%) Laravel
6 1 (0.85%) Twitter Bootstrap
6 1 (0.85%) Zend Framework
Miscellaneous
1 13 (11.02%) Computer Science
2 7 (5.93%) User Experience
3 6 (5.08%) iPhone
4 4 (3.39%) Data Protection Act
4 4 (3.39%) Distributed Denial-of-Service
4 4 (3.39%) Hybrid Cloud
5 3 (2.54%) Data Structures
5 3 (2.54%) Mobile App
5 3 (2.54%) Self-Motivation
6 2 (1.69%) Algorithms
6 2 (1.69%) Data Centre
6 2 (1.69%) Fintech
6 2 (1.69%) PKI
7 1 (0.85%) Analytical Mindset
7 1 (0.85%) Cyber Defence
7 1 (0.85%) Cyberattack
7 1 (0.85%) Greenfield Project
7 1 (0.85%) Management Information System
7 1 (0.85%) PMI
7 1 (0.85%) Social Media
Operating Systems
1 18 (15.25%) Windows
2 7 (5.93%) Windows Server
3 6 (5.08%) Android
3 6 (5.08%) Windows Phone
4 5 (4.24%) Linux
5 4 (3.39%) Windows Server 2012
6 3 (2.54%) AIX
Processes & Methodologies
1 44 (37.29%) Agile Software Development
2 29 (24.58%) Problem-Solving
3 21 (17.80%) Mathematics
4 17 (14.41%) Stakeholder Management
5 15 (12.71%) Scrum
5 15 (12.71%) Waterfall
6 14 (11.86%) Data Science
6 14 (11.86%) Test Automation
7 13 (11.02%) Service Delivery
7 13 (11.02%) Statistics
8 12 (10.17%) Business Intelligence
8 12 (10.17%) ITIL
8 12 (10.17%) Operations Research
8 12 (10.17%) Service Management
8 12 (10.17%) Workflow
9 11 (9.32%) Coaching
9 11 (9.32%) Continuous Integration
10 10 (8.47%) Commercial Awareness
10 10 (8.47%) Mentoring
10 10 (8.47%) SDLC
Programming Languages
1 28 (23.73%) SQL
2 23 (19.49%) Python
3 16 (13.56%) C
4 11 (9.32%) Java
5 9 (7.63%) C++
5 9 (7.63%) PowerShell
5 9 (7.63%) R
6 8 (6.78%) Erlang
6 8 (6.78%) JavaScript
7 7 (5.93%) C#
8 6 (5.08%) Objective-C
9 5 (4.24%) Bash Shell
9 5 (4.24%) Perl
9 5 (4.24%) Ruby
10 3 (2.54%) Shell Script
10 3 (2.54%) VBA
11 1 (0.85%) PHP
11 1 (0.85%) T-SQL
11 1 (0.85%) VB
Qualifications
1 27 (22.88%) Degree
1 27 (22.88%) Security Cleared
2 19 (16.10%) DV Cleared
3 5 (4.24%) ISTQB
3 5 (4.24%) ISTQB Foundation Certification
4 4 (3.39%) Master's Degree
5 3 (2.54%) BPSS Clearance
6 2 (1.69%) SC Cleared
7 1 (0.85%) ACCA
7 1 (0.85%) CIMA
7 1 (0.85%) Computer Science Degree
7 1 (0.85%) MCSE
7 1 (0.85%) Microsoft Certification
7 1 (0.85%) Numerate Degree
7 1 (0.85%) PMI Certification
Quality Assurance & Compliance
1 6 (5.08%) SLA
2 4 (3.39%) GDPR
3 2 (1.69%) ISO/IEC 27001
3 2 (1.69%) PMO
4 1 (0.85%) Data Quality
4 1 (0.85%) QA
System Software
1 5 (4.24%) Active Directory
2 4 (3.39%) BitLocker
2 4 (3.39%) Hyper-V
2 4 (3.39%) Virtual Desktop
3 2 (1.69%) VMware Infrastructure
3 2 (1.69%) vSphere
4 1 (0.85%) Docker
Systems Management
1 5 (4.24%) Puppet
2 4 (3.39%) SCCM
2 4 (3.39%) SCOM
2 4 (3.39%) SCVMM
3 1 (0.85%) Systems Management Server (SMS)
Vendors
1 17 (14.41%) Microsoft
2 9 (7.63%) SAP
3 8 (6.78%) Capita
3 8 (6.78%) Cisco
3 8 (6.78%) Verint
4 7 (5.93%) Atlassian
5 4 (3.39%) McAfee
5 4 (3.39%) Oracle
6 3 (2.54%) IBM
7 2 (1.69%) ConnectWise
7 2 (1.69%) Hyland
7 2 (1.69%) Kofax
7 2 (1.69%) Mitel
7 2 (1.69%) OpenText
7 2 (1.69%) Tableau
7 2 (1.69%) VMware
7 2 (1.69%) Xerox
8 1 (0.85%) CA Agile Central
8 1 (0.85%) Facebook
8 1 (0.85%) Google