Period
to 21 March 2019

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 21 March 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
21 Mar 2019
Same period 2018 Same period 2017
Rank 25 35 50
Rank change year-on-year +10 +15 -12
Permanent jobs citing Analytical Skills 129 115 128
As % of all permanent IT jobs advertised in Gloucestershire 8.80% 7.80% 6.49%
As % of the Miscellaneous category 22.24% 22.12% 17.49%
Number of salaries quoted 84 83 108
Gloucestershire median annual salary £41,250 £42,500 £43,000
Median salary % change year-on-year -2.94% -1.16% -8.02%
10th Percentile £27,150 £26,250 £27,850
90th Percentile £60,000 £62,500 £60,000
South West median annual salary £42,515 £40,000 £40,000
% change year-on-year +6.29% - +6.67%

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 580 520 732
As % of all permanent IT jobs advertised in Gloucestershire 39.56% 35.28% 37.10%
Number of salaries quoted 441 385 626
Gloucestershire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -11.11%
10th Percentile £27,500 £19,700 £25,000
90th Percentile £65,000 £60,450 £60,000
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 21 March 2019.

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 21 March 2019. 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 +31 39 £47,500 -26.92% 10
Gloucester -7 22 £32,250 -29.12% 11
Filton - 9 - -
Cirencester -10 3 £27,000 -1.82% 2
Tewkesbury +6 2 £27,500 -
Stroud - 2 £31,250 - 2
Mitcheldean - 1 £35,000 -
Analytical Skills
South West

For the 6 months to 21 March 2019, 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 61 (47.29%) Security Cleared
2 59 (45.74%) Problem-Solving
3 45 (34.88%) DV Cleared
4 44 (34.11%) SQL
5 36 (27.91%) C
6 33 (25.58%) Microsoft
7 30 (23.26%) Agile Software Development
8 29 (22.48%) Python
9 27 (20.93%) Linux
10 26 (20.16%) Degree
10 26 (20.16%) Big Data
11 24 (18.60%) Windows
12 22 (17.05%) SQL Server
13 20 (15.50%) Management Information System
13 20 (15.50%) Finance
13 20 (15.50%) Git (software)
14 19 (14.73%) Visualisation
14 19 (14.73%) Apache Spark
14 19 (14.73%) ITIL
14 19 (14.73%) Mathematics
14 19 (14.73%) Data Analysis
15 18 (13.95%) Oracle
15 18 (13.95%) Bash Shell
16 17 (13.18%) Analytics
16 17 (13.18%) Cybersecurity
16 17 (13.18%) Java
16 17 (13.18%) TOGAF
17 16 (12.40%) Hadoop
17 16 (12.40%) SC Cleared
17 16 (12.40%) PowerShell

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 19 (14.73%) Apache Spark
2 12 (9.30%) Apache Pig
3 5 (3.88%) IIS
4 4 (3.10%) Apache
4 4 (3.10%) SharePoint
4 4 (3.10%) WebLogic
5 2 (1.55%) JBoss
5 2 (1.55%) Oracle HTTP Server
5 2 (1.55%) Oracle SOA Suite
5 2 (1.55%) SAS
6 1 (0.78%) CMS
6 1 (0.78%) Elasticsearch
6 1 (0.78%) MS Project Server
6 1 (0.78%) Skype for Business
Applications
1 13 (10.08%) Microsoft Office
2 7 (5.43%) Microsoft Excel
2 7 (5.43%) Microsoft PowerPoint
2 7 (5.43%) MS Visio
3 5 (3.88%) Microsoft Project
4 2 (1.55%) SPSS
5 1 (0.78%) Gephi
Business Applications
1 2 (1.55%) Oracle BPM
2 1 (0.78%) SDL Web 8
Cloud Services
1 11 (8.53%) Microsoft Azure
2 5 (3.88%) Amazon AWS
3 2 (1.55%) AWS CloudFormation
3 2 (1.55%) Google Analytics
3 2 (1.55%) Office 365
3 2 (1.55%) OpenShift
4 1 (0.78%) IaaS
4 1 (0.78%) OneDrive
4 1 (0.78%) PaaS
4 1 (0.78%) SaaS
Communications & Networking
1 7 (5.43%) Firewall
2 6 (4.65%) DNS
2 6 (4.65%) HTTP
3 4 (3.10%) DHCP
3 4 (3.10%) NetScaler
3 4 (3.10%) SSL
3 4 (3.10%) VSAN
4 2 (1.55%) HTTPS
5 1 (0.78%) DSL
5 1 (0.78%) Ethernet
5 1 (0.78%) Internet
5 1 (0.78%) Intrusion Detection
5 1 (0.78%) MPLS
5 1 (0.78%) Network Security
5 1 (0.78%) Remote Desktop
5 1 (0.78%) Skype
5 1 (0.78%) VPN
Database & Business Intelligence
1 26 (20.16%) Big Data
2 22 (17.05%) SQL Server
3 16 (12.40%) Hadoop
4 13 (10.08%) Apache Hive
5 12 (9.30%) Data Mining
5 12 (9.30%) Text Mining
6 11 (8.53%) MongoDB
6 11 (8.53%) PostgreSQL
7 8 (6.20%) MySQL
8 7 (5.43%) Oracle Database
8 7 (5.43%) Relational Database
9 5 (3.88%) Data Warehouse
9 5 (3.88%) NoSQL
9 5 (3.88%) SQL Server Integration Services
10 4 (3.10%) Apache Accumulo
10 4 (3.10%) IBM InfoSphere
10 4 (3.10%) SQL Server Reporting Services
11 3 (2.33%) Power BI
11 3 (2.33%) RDBMS
12 2 (1.55%) BusinessObjects
Development Applications
1 20 (15.50%) Git (software)
2 12 (9.30%) JIRA
3 8 (6.20%) Bitbucket
3 8 (6.20%) git-flow
4 7 (5.43%) Jenkins
5 5 (3.88%) Atlassian Bamboo
6 4 (3.10%) SQL Server Management Studio (SSMS)
7 2 (1.55%) Mercurial
7 2 (1.55%) MSI
7 2 (1.55%) Visual Studio
8 1 (0.78%) Jasmine
8 1 (0.78%) MSBuild
8 1 (0.78%) Protractor
8 1 (0.78%) Rational Rhapsody
8 1 (0.78%) Selenium
8 1 (0.78%) Team Foundation Server
8 1 (0.78%) Visual Studio Team System
General
1 20 (15.50%) Finance
2 8 (6.20%) Military
3 7 (5.43%) Banking
3 7 (5.43%) Electronics
3 7 (5.43%) Manufacturing
3 7 (5.43%) Marketing
3 7 (5.43%) Telecoms
4 3 (2.33%) Local Government
5 2 (1.55%) Games
5 2 (1.55%) Retail
6 1 (0.78%) Automotive
6 1 (0.78%) Back Office
6 1 (0.78%) Front Office
6 1 (0.78%) Law
Job Titles
1 33 (25.58%) Analyst
2 15 (11.63%) Architect
3 14 (10.85%) Data Scientist
4 13 (10.08%) Data Analyst
5 12 (9.30%) Business Analyst
6 11 (8.53%) Developer
7 10 (7.75%) Software Engineer
8 9 (6.98%) Administrator
8 9 (6.98%) Computer Engineer
9 8 (6.20%) Infrastructure Engineer
10 7 (5.43%) DBA
10 7 (5.43%) DV Cleared DBA
10 7 (5.43%) Security Architect
10 7 (5.43%) SQL Analyst
11 6 (4.65%) Cybersecurity Architect
11 6 (4.65%) Solutions Architect
11 6 (4.65%) Systems Engineer
11 6 (4.65%) Test Engineer
12 5 (3.88%) Support Engineer
13 4 (3.10%) Graduate
Libraries, Frameworks & Software Standards
1 14 (10.85%) XML
2 10 (7.75%) .NET
2 10 (7.75%) HTML
3 8 (6.20%) CSS
4 7 (5.43%) JSON
5 6 (4.65%) ASP.NET
6 5 (3.88%) Apache NiFi
6 5 (3.88%) Middleware
6 5 (3.88%) Twitter Bootstrap
7 4 (3.10%) AngularJS
7 4 (3.10%) CGI
7 4 (3.10%) jQuery
7 4 (3.10%) WCF
7 4 (3.10%) Web Services
8 3 (2.33%) .NET Framework
8 3 (2.33%) Apache Cordova
8 3 (2.33%) ASP.NET MVC
8 3 (2.33%) HTML5
8 3 (2.33%) Laravel
8 3 (2.33%) XSLT
Miscellaneous
1 20 (15.50%) Management Information System
2 14 (10.85%) Data Structures
3 13 (10.08%) Algorithms
4 12 (9.30%) Social Media
5 11 (8.53%) Cyberthreat
6 9 (6.98%) Analytical Mindset
6 9 (6.98%) Clustering
7 7 (5.43%) CESG
7 7 (5.43%) Replication
8 4 (3.10%) Self-Motivation
9 2 (1.55%) Cloud Native
9 2 (1.55%) iPhone
9 2 (1.55%) PKI
10 1 (0.78%) Client/Server
10 1 (0.78%) Cybercrime
10 1 (0.78%) Digital Signage
10 1 (0.78%) Fintech
10 1 (0.78%) Hybrid Cloud
10 1 (0.78%) NHS
10 1 (0.78%) User Experience
Operating Systems
1 27 (20.93%) Linux
2 24 (18.60%) Windows
3 9 (6.98%) Red Hat Enterprise Linux
4 8 (6.20%) Unix
4 8 (6.20%) Windows Server
5 6 (4.65%) Windows Server 2012
6 4 (3.10%) CentOS
6 4 (3.10%) Windows Server 2008
7 3 (2.33%) Windows 10
8 2 (1.55%) Android
8 2 (1.55%) Windows 7
8 2 (1.55%) Windows Phone
Processes & Methodologies
1 59 (45.74%) Problem-Solving
2 30 (23.26%) Agile Software Development
3 19 (14.73%) Data Analysis
3 19 (14.73%) ITIL
3 19 (14.73%) Mathematics
3 19 (14.73%) Visualisation
4 17 (13.18%) Analytics
4 17 (13.18%) Cybersecurity
4 17 (13.18%) TOGAF
5 16 (12.40%) Data Science
6 15 (11.63%) Data Analytics
6 15 (11.63%) Machine Learning
6 15 (11.63%) Stakeholder Management
7 14 (10.85%) Business Intelligence
7 14 (10.85%) Creative Problem-Solving
7 14 (10.85%) TDD
8 13 (10.08%) Artificial Intelligence
8 13 (10.08%) Decision-Making
8 13 (10.08%) MapReduce
8 13 (10.08%) Web Application Development
Programming Languages
1 44 (34.11%) SQL
2 36 (27.91%) C
3 29 (22.48%) Python
4 18 (13.95%) Bash Shell
5 17 (13.18%) Java
6 16 (12.40%) PowerShell
7 14 (10.85%) JavaScript
8 12 (9.30%) Perl
9 11 (8.53%) C++
10 10 (7.75%) C#
10 10 (7.75%) Scala
11 8 (6.20%) Shell Script
12 7 (5.43%) R
13 5 (3.88%) PHP
14 4 (3.10%) Ruby
15 3 (2.33%) VB.NET
16 2 (1.55%) Objective-C
17 1 (0.78%) Erlang
17 1 (0.78%) T-SQL
17 1 (0.78%) VBA
Qualifications
1 61 (47.29%) Security Cleared
2 45 (34.88%) DV Cleared
3 26 (20.16%) Degree
4 16 (12.40%) SC Cleared
5 7 (5.43%) CESG Certified Professional
6 3 (2.33%) ITIL Certification
7 2 (1.55%) Computer Science Degree
7 2 (1.55%) ISEB
7 2 (1.55%) MCSE
7 2 (1.55%) Microsoft Certification
8 1 (0.78%) MCITP
8 1 (0.78%) MCP
8 1 (0.78%) MCSA
8 1 (0.78%) PhD
Quality Assurance & Compliance
1 3 (2.33%) Data Quality
1 3 (2.33%) PMO
2 2 (1.55%) GDPR
3 1 (0.78%) QA
3 1 (0.78%) SLA
System Software
1 9 (6.98%) Docker
1 9 (6.98%) Hyper-V
2 8 (6.20%) Active Directory
2 8 (6.20%) VMware Infrastructure
3 7 (5.43%) Oracle RAC
4 6 (4.65%) VMware ESXi
5 4 (3.10%) NFS
5 4 (3.10%) VMware NSX
6 2 (1.55%) Microsoft App-V
7 1 (0.78%) Apache Flume
7 1 (0.78%) BitLocker
7 1 (0.78%) Virtual Desktop
Systems Management
1 10 (7.75%) Puppet
2 9 (6.98%) Enterprise Manager Cloud Control
2 9 (6.98%) SCCM
3 6 (4.65%) Ansible
3 6 (4.65%) Opscode Chef
3 6 (4.65%) SCOrch
4 4 (3.10%) NetBackup
4 4 (3.10%) vCenter Server
4 4 (3.10%) vRealize
4 4 (3.10%) WSUS
4 4 (3.10%) yum
5 3 (2.33%) SCOM
5 3 (2.33%) SCVMM
6 2 (1.55%) Microsoft Data Protection Manager
7 1 (0.78%) Kibana
7 1 (0.78%) Oozie
Vendors
1 33 (25.58%) Microsoft
2 18 (13.95%) Oracle
3 10 (7.75%) HP
4 8 (6.20%) VMware
5 7 (5.43%) Cisco
5 7 (5.43%) Citrix
5 7 (5.43%) SAP
5 7 (5.43%) Sybase
6 6 (4.65%) Red Hat
7 4 (3.10%) CA Agile Central
7 4 (3.10%) IBM
7 4 (3.10%) MicroStrategy
7 4 (3.10%) Tableau
7 4 (3.10%) Teradata
8 3 (2.33%) Alteryx
8 3 (2.33%) Talend
8 3 (2.33%) Telerik
9 2 (1.55%) Atlassian
9 2 (1.55%) Google
10 1 (0.78%) Draytek