Period
to 9 August 2020

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 9 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
9 Aug 2020
Same period 2019 Same period 2018
Rank 30 35 39
Rank change year-on-year +5 +4 -14
Permanent jobs citing Analytical Skills 74 140 117
As % of all permanent jobs advertised in Gloucestershire 8.93% 8.17% 6.94%
As % of the Miscellaneous category 20.67% 21.31% 18.45%
Number of salaries quoted 53 106 85
Median annual salary £55,000 £47,500 £47,500
Median salary % change year-on-year +15.79% - +26.67%
10th Percentile £28,750 £30,688 £26,250
90th Percentile £77,500 £66,250 £60,300
South West median annual salary £40,000 £45,000 £42,500
% change year-on-year -11.11% +5.88% +6.25%

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 358 657 634
As % of all permanent IT jobs advertised in Gloucestershire 43.18% 38.33% 37.58%
Number of salaries quoted 254 502 481
Median annual salary £50,500 £45,000 £45,000
Median salary % change year-on-year +12.22% - +12.50%
10th Percentile £28,750 £26,250 £22,500
90th Percentile £77,500 £62,500 £62,500
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.29%

Analytical Skills
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Analytical Skills in Gloucestershire

Analytical Skills
Salary Trend in Gloucestershire

3-month moving average salary quoted in jobs citing Analytical Skills in Gloucestershire.

Salary trend for Analytical Skills in Gloucestershire

Analytical Skills
Salary Histogram in Gloucestershire

Salary distribution for jobs citing Analytical Skills in Gloucestershire over the 6 months to 9 August 2020.

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 9 August 2020. 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 +5 36 £60,000 +9.09% 2
Gloucester +21 10 £35,000 -10.83% 3
Cirencester -2 4 - -
Analytical Skills
South West

For the 6 months to 9 August 2020, 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 27 (36.49%) Python
2 26 (35.14%) Finance
3 25 (33.78%) Agile Software Development
3 25 (33.78%) Problem-Solving
4 18 (24.32%) Business Intelligence
4 18 (24.32%) Microsoft
4 18 (24.32%) Security Cleared
5 16 (21.62%) R
6 15 (20.27%) Windows
7 14 (18.92%) DV Cleared
7 14 (18.92%) Data Science
8 13 (17.57%) SDLC
8 13 (17.57%) SAS
9 12 (16.22%) C
9 12 (16.22%) SQL Server
9 12 (16.22%) Cybersecurity
9 12 (16.22%) Degree
10 11 (14.86%) Mathematics
11 10 (13.51%) SQL
11 10 (13.51%) Power BI
11 10 (13.51%) Power Platform
12 9 (12.16%) Customer-Centricity
12 9 (12.16%) Java
12 9 (12.16%) C#
12 9 (12.16%) C++
12 9 (12.16%) .NET
12 9 (12.16%) MySQL
12 9 (12.16%) Project Management
12 9 (12.16%) Software Testing
12 9 (12.16%) Office 365

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 13 (17.57%) SAS
2 7 (9.46%) SharePoint
3 5 (6.76%) CMS
3 5 (6.76%) Confluence
4 4 (5.41%) Drupal
5 3 (4.05%) SharePoint Server
5 3 (4.05%) Skype for Business
6 1 (1.35%) Apache Spark
Applications
1 3 (4.05%) InfoPath
1 3 (4.05%) Microsoft Excel
2 2 (2.70%) Microsoft Office
3 1 (1.35%) Gephi
Business Applications
1 3 (4.05%) Salesforce.com CRM
2 2 (2.70%) Magento
3 1 (1.35%) NetSuite
Cloud Services
1 10 (13.51%) Power Platform
2 9 (12.16%) Office 365
3 5 (6.76%) AWS
4 4 (5.41%) SaaS
5 3 (4.05%) Azure
5 3 (4.05%) OneDrive
6 2 (2.70%) Amazon S3
6 2 (2.70%) Datadog
6 2 (2.70%) GCP
6 2 (2.70%) npm
Communications & Networking
1 5 (6.76%) Intrusion Detection
2 4 (5.41%) DNS
3 3 (4.05%) Extranet
3 3 (4.05%) Intranet
3 3 (4.05%) Skype
3 3 (4.05%) TCP/IP
4 2 (2.70%) Firewall
4 2 (2.70%) MPLS
4 2 (2.70%) Network Security
4 2 (2.70%) VPN
5 1 (1.35%) BGP
5 1 (1.35%) Cisco ASA
5 1 (1.35%) Cisco IOS
5 1 (1.35%) Ethernet
5 1 (1.35%) IPsec
5 1 (1.35%) LAN
5 1 (1.35%) OSPF
5 1 (1.35%) RSVP
5 1 (1.35%) SSH
5 1 (1.35%) SSL
Database & Business Intelligence
1 12 (16.22%) SQL Server
2 10 (13.51%) Power BI
3 9 (12.16%) MySQL
4 6 (8.11%) Big Data
4 6 (8.11%) SQL Server Integration Services
5 5 (6.76%) Data Warehouse
5 5 (6.76%) SQL Server Reporting Services
6 3 (4.05%) MongoDB
7 2 (2.70%) Amazon DynamoDB
7 2 (2.70%) Amazon RDS
7 2 (2.70%) Amazon Redshift
7 2 (2.70%) Crystal Reports
7 2 (2.70%) NoSQL
7 2 (2.70%) Oracle BI EE
8 1 (1.35%) Apache Hive
8 1 (1.35%) BusinessObjects
8 1 (1.35%) Hadoop
8 1 (1.35%) Impala
8 1 (1.35%) Oracle Database
8 1 (1.35%) PostgreSQL
Development Applications
1 6 (8.11%) JIRA
2 4 (5.41%) Bitbucket
2 4 (5.41%) Jenkins
3 2 (2.70%) Appium
3 2 (2.70%) Eclipse
3 2 (2.70%) eggPlant
3 2 (2.70%) JMeter
3 2 (2.70%) JUnit
3 2 (2.70%) LoadRunner
3 2 (2.70%) Maven
3 2 (2.70%) Selenium
3 2 (2.70%) SoapUI
3 2 (2.70%) TestRail
3 2 (2.70%) Vagrant
3 2 (2.70%) Visual Studio
3 2 (2.70%) webpack
4 1 (1.35%) Bitbucket Server
4 1 (1.35%) Git (software)
4 1 (1.35%) git-flow
General
1 26 (35.14%) Finance
2 6 (8.11%) Marketing
2 6 (8.11%) Retail
3 5 (6.76%) Legal
4 4 (5.41%) Electronics
4 4 (5.41%) Games
5 3 (4.05%) Law
6 1 (1.35%) Public Sector
Job Titles
1 16 (21.62%) Analyst
2 11 (14.86%) Data Analyst
3 9 (12.16%) Developer
4 7 (9.46%) Architect
5 6 (8.11%) Software Tester
5 6 (8.11%) Tester
6 5 (6.76%) Solutions Architect
6 5 (6.76%) Systems Engineer
7 4 (5.41%) Business Intelligence Developer
7 4 (5.41%) Consultant
7 4 (5.41%) Data Consultant
7 4 (5.41%) Delivery Manager
7 4 (5.41%) Head of Cybersecurity
7 4 (5.41%) Head of Security
7 4 (5.41%) Principal Consultant
7 4 (5.41%) Technical Architect
7 4 (5.41%) Technical Delivery Manager
7 4 (5.41%) Technical Manager
7 4 (5.41%) Technical Solutions Architect
7 4 (5.41%) Test Engineer
Libraries, Frameworks & Software Standards
1 9 (12.16%) .NET
2 8 (10.81%) HTML
3 7 (9.46%) Web Services
3 7 (9.46%) XML
4 5 (6.76%) HTML5
5 4 (5.41%) JSON
6 3 (4.05%) ASP.NET
6 3 (4.05%) RESTful
7 2 (2.70%) .NET Framework
7 2 (2.70%) AngularJS
7 2 (2.70%) CSS
7 2 (2.70%) Redux
7 2 (2.70%) REST
7 2 (2.70%) Sass
8 1 (1.35%) Elastic Stack
8 1 (1.35%) Kafka
Miscellaneous
1 6 (8.11%) Analytical Mindset
2 5 (6.76%) Management Information System
3 4 (5.41%) Cyberthreat
3 4 (5.41%) Taxonomies
4 2 (2.70%) Algorithms
4 2 (2.70%) Driving Licence
4 2 (2.70%) FMCG
4 2 (2.70%) Mobile App
5 1 (1.35%) Clustering
5 1 (1.35%) Cyber Kill Chain
5 1 (1.35%) Data Centre
5 1 (1.35%) Life Science
Operating Systems
1 15 (20.27%) Windows
2 6 (8.11%) Windows Server
3 4 (5.41%) Linux
4 2 (2.70%) CentOS
4 2 (2.70%) Ubuntu
5 1 (1.35%) Red Hat Enterprise Linux
5 1 (1.35%) Unix
Processes & Methodologies
1 25 (33.78%) Agile Software Development
1 25 (33.78%) Problem-Solving
2 18 (24.32%) Business Intelligence
3 14 (18.92%) Data Science
4 13 (17.57%) SDLC
5 12 (16.22%) Cybersecurity
6 11 (14.86%) Mathematics
7 9 (12.16%) Customer-Centricity
7 9 (12.16%) Project Management
7 9 (12.16%) Software Testing
7 9 (12.16%) Test Automation
8 8 (10.81%) Cyber Intelligence
8 8 (10.81%) IT Strategy
8 8 (10.81%) Visualisation
9 7 (9.46%) Collaborative Working
9 7 (9.46%) Information Security
9 7 (9.46%) Use Case
10 6 (8.11%) Integration Testing
10 6 (8.11%) Requirements Gathering
10 6 (8.11%) Statistics
Programming Languages
1 27 (36.49%) Python
2 16 (21.62%) R
3 12 (16.22%) C
4 10 (13.51%) SQL
5 9 (12.16%) C#
5 9 (12.16%) C++
5 9 (12.16%) Java
6 7 (9.46%) JavaScript
7 5 (6.76%) VB
8 4 (5.41%) Data Analysis Expressions (DAX)
8 4 (5.41%) PowerShell
9 3 (4.05%) Bash Shell
9 3 (4.05%) VBA
10 2 (2.70%) ES6
10 2 (2.70%) PHP
11 1 (1.35%) Perl
11 1 (1.35%) Shell Script
Qualifications
1 18 (24.32%) Security Cleared
2 14 (18.92%) DV Cleared
3 12 (16.22%) Degree
4 4 (5.41%) ISTQB
5 3 (4.05%) MBA
6 2 (2.70%) CCNA
6 2 (2.70%) Cisco Certification
6 2 (2.70%) HNC
6 2 (2.70%) HND
6 2 (2.70%) ISTQB Foundation Certification
6 2 (2.70%) ITIL Certification
7 1 (1.35%) CCNP
7 1 (1.35%) CISSP
7 1 (1.35%) CompTIA Security+
7 1 (1.35%) MCSE
7 1 (1.35%) Microsoft Certification
7 1 (1.35%) Network+ Certification
7 1 (1.35%) SANS
7 1 (1.35%) SC Cleared
7 1 (1.35%) SSCP
Quality Assurance & Compliance
1 5 (6.76%) Data Quality
2 4 (5.41%) GDPR
2 4 (5.41%) QA
System Software
1 4 (5.41%) Active Directory
1 4 (5.41%) Firmware
2 2 (2.70%) Docker
2 2 (2.70%) VMware Infrastructure
3 1 (1.35%) Apache Flume
Systems Management
1 4 (5.41%) HP ALM
2 2 (2.70%) Kubernetes
2 2 (2.70%) Terraform
3 1 (1.35%) Kibana
3 1 (1.35%) Oozie
Vendors
1 18 (24.32%) Microsoft
2 8 (10.81%) Atlassian
3 6 (8.11%) Oracle
4 5 (6.76%) MuleSoft
5 4 (5.41%) HP
5 4 (5.41%) Intel
5 4 (5.41%) Salesforce.com
6 3 (4.05%) Nintex
7 2 (2.70%) Google
7 2 (2.70%) Talend
7 2 (2.70%) VMware
8 1 (1.35%) BT
8 1 (1.35%) Capita
8 1 (1.35%) Cisco
8 1 (1.35%) Juniper
8 1 (1.35%) Netezza
8 1 (1.35%) Splunk
8 1 (1.35%) Sybase
8 1 (1.35%) Tableau
8 1 (1.35%) Teradata