Period
to 23 April 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 23 April 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 38 35 31
Rank change year-on-year -3 -4 -2
Permanent jobs citing Analytical Skills 108 160 167
As % of all permanent IT jobs advertised in Gloucestershire 7.12% 8.46% 8.36%
As % of the Miscellaneous category 19.15% 21.80% 21.09%
Number of salaries quoted 75 137 103
Gloucestershire median annual salary £40,000 £42,500 £47,500
Median salary % change year-on-year -5.88% -10.53% +23.38%
10th Percentile £26,250 £21,250 £21,250
90th Percentile £62,500 £60,000 £61,000
South West median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +4.17%

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 564 734 792
As % of all permanent IT jobs advertised in Gloucestershire 37.18% 38.82% 39.64%
Number of salaries quoted 426 617 498
Gloucestershire median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +12.50%
10th Percentile £21,750 £23,500 £24,000
90th Percentile £58,750 £60,000 £66,250
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 23 April 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 23 April 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
Cirencester +14 31 £27,500 -15.38% 3
Gloucester +6 15 £42,500 -5.56% 2
Cheltenham -32 11 £52,250 +30.63% 10
Tewkesbury - 1 - - 2
Analytical Skills
South West

For the 6 months to 23 April 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 59 (54.63%) SQL
2 38 (35.19%) Finance
3 31 (28.70%) Problem-Solving
4 26 (24.07%) Business Intelligence
5 23 (21.30%) Agile Software Development
6 22 (20.37%) Security Cleared
6 22 (20.37%) SQL Server
7 18 (16.67%) Python
8 17 (15.74%) Microsoft Excel
8 17 (15.74%) Integration Testing
9 16 (14.81%) C
10 15 (13.89%) .NET
10 15 (13.89%) Windows
10 15 (13.89%) Stakeholder Management
11 14 (12.96%) ISTQB Foundation Certification
11 14 (12.96%) SDLC
11 14 (12.96%) Microsoft
11 14 (12.96%) Migration
11 14 (12.96%) ISTQB
11 14 (12.96%) DV Cleared
12 13 (12.04%) Git (software)
12 13 (12.04%) Test Automation
12 13 (12.04%) JIRA
13 12 (11.11%) Data Warehouse
13 12 (11.11%) Analytics
14 11 (10.19%) Degree
15 10 (9.26%) Atlassian Bamboo
15 10 (9.26%) Continuous Integration
15 10 (9.26%) Ruby
15 10 (9.26%) Statistics

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 6 (5.56%) Apache Spark
1 6 (5.56%) SAS
2 5 (4.63%) SharePoint
2 5 (4.63%) SharePoint Server
3 3 (2.78%) WebLogic
3 3 (2.78%) WebSphere
Applications
1 17 (15.74%) Microsoft Excel
2 4 (3.70%) Microsoft Office
2 4 (3.70%) Microsoft PowerPoint
Business Applications
1 3 (2.78%) Dynamics NAV
1 3 (2.78%) Oracle BPM
2 1 (0.93%) Dynamics CRM
Cloud Services
1 5 (4.63%) Microsoft Azure
1 5 (4.63%) SaaS
2 2 (1.85%) Amazon AWS
2 2 (1.85%) Office 365
3 1 (0.93%) Dynamics 365
3 1 (0.93%) IaaS
Communications & Networking
1 4 (3.70%) Intranet
2 1 (0.93%) Firewall
2 1 (0.93%) FTP
2 1 (0.93%) Network Security
2 1 (0.93%) SMS
2 1 (0.93%) SMTP
2 1 (0.93%) SNMP
2 1 (0.93%) TCP/IP
2 1 (0.93%) VLAN
2 1 (0.93%) VPN
Database & Business Intelligence
1 22 (20.37%) SQL Server
2 12 (11.11%) Data Warehouse
3 8 (7.41%) BusinessObjects
4 6 (5.56%) Apache Accumulo
4 6 (5.56%) Hadoop
4 6 (5.56%) SQL Server 2012
5 4 (3.70%) Big Data
5 4 (3.70%) Crystal Reports
5 4 (3.70%) Power BI
5 4 (3.70%) Qlik Sense
5 4 (3.70%) SQL Server 2008
5 4 (3.70%) SQL Server Integration Services
6 3 (2.78%) IBM InfoSphere
6 3 (2.78%) SQL Server 2014
7 2 (1.85%) Microsoft Analysis Services
7 2 (1.85%) SQL Server Analysis Services
7 2 (1.85%) SQL Server Reporting Services
8 1 (0.93%) MySQL
Development Applications
1 13 (12.04%) Git (software)
1 13 (12.04%) JIRA
2 10 (9.26%) Atlassian Bamboo
2 10 (9.26%) Jenkins
3 9 (8.33%) JMeter
3 9 (8.33%) Selenium
4 6 (5.56%) WATIR
5 3 (2.78%) ERwin
5 3 (2.78%) LoadRunner
5 3 (2.78%) SoapUI
5 3 (2.78%) Team Foundation Server
5 3 (2.78%) Visual Studio
General
1 38 (35.19%) Finance
2 5 (4.63%) Retail
3 4 (3.70%) German Language
3 4 (3.70%) Spanish Language
4 3 (2.78%) Advertising
4 3 (2.78%) Marketing
5 2 (1.85%) Manufacturing
6 1 (0.93%) Banking
6 1 (0.93%) Law
6 1 (0.93%) Legal
6 1 (0.93%) Telecoms
Job Titles
1 42 (38.89%) Analyst
2 25 (23.15%) Data Analyst
3 17 (15.74%) Business Intelligence Analyst
4 15 (13.89%) Business Intelligence Data Analyst
5 13 (12.04%) Developer
6 8 (7.41%) .NET Developer
6 8 (7.41%) Business Data Analyst
7 6 (5.56%) Consultant
7 6 (5.56%) Software Tester
7 6 (5.56%) Test Manager
7 6 (5.56%) Tester
8 5 (4.63%) Applications Support
8 5 (4.63%) ASP.NET Developer
8 5 (4.63%) Data Scientist
8 5 (4.63%) Senior Data Scientist
8 5 (4.63%) Test Leader
9 4 (3.70%) Applications Support Technician
9 4 (3.70%) Customer Support Technician
9 4 (3.70%) Test Automation Engineer
9 4 (3.70%) Test Scripter
Libraries, Frameworks & Software Standards
1 15 (13.89%) .NET
2 8 (7.41%) ASP.NET
2 8 (7.41%) XML
3 7 (6.48%) JSON
3 7 (6.48%) Web Services
4 5 (4.63%) HTML
5 4 (3.70%) jQuery
5 4 (3.70%) REST
5 4 (3.70%) Spring
5 4 (3.70%) Spring MVC
6 3 (2.78%) .NET Framework
6 3 (2.78%) ASP.NET Web API
6 3 (2.78%) ASP.NET Web Forms
6 3 (2.78%) AutoMapper
6 3 (2.78%) Entity Framework
6 3 (2.78%) SOAP
6 3 (2.78%) StructureMap
6 3 (2.78%) WCF
6 3 (2.78%) WebSphere MQ
6 3 (2.78%) XSD
Miscellaneous
1 8 (7.41%) Computer Science
1 8 (7.41%) Self-Motivation
2 7 (6.48%) User Experience
3 5 (4.63%) Algorithms
4 4 (3.70%) Greenfield Project
4 4 (3.70%) Mobile App
5 3 (2.78%) Analytical Mindset
5 3 (2.78%) Enterprise Software
5 3 (2.78%) N-Tier
6 2 (1.85%) Fintech
6 2 (1.85%) FMCG
7 1 (0.93%) Credit Risk
7 1 (0.93%) Driving Licence
7 1 (0.93%) Hybrid Cloud
7 1 (0.93%) iPhone
7 1 (0.93%) Management Information System
Operating Systems
1 15 (13.89%) Windows
2 10 (9.26%) Linux
3 8 (7.41%) Windows Server
4 3 (2.78%) AIX
5 2 (1.85%) Windows Server 2012
6 1 (0.93%) Windows 10
Processes & Methodologies
1 31 (28.70%) Problem-Solving
2 26 (24.07%) Business Intelligence
3 23 (21.30%) Agile Software Development
4 17 (15.74%) Integration Testing
5 15 (13.89%) Stakeholder Management
6 14 (12.96%) Migration
6 14 (12.96%) SDLC
7 13 (12.04%) Test Automation
8 12 (11.11%) Analytics
9 10 (9.26%) Configuration Management
9 10 (9.26%) Continuous Integration
9 10 (9.26%) Risk Analysis
9 10 (9.26%) Scenario Testing
9 10 (9.26%) Scrum
9 10 (9.26%) Statistics
10 9 (8.33%) Data Analysis
10 9 (8.33%) Statistical Modelling
11 8 (7.41%) Collaborative Working
11 8 (7.41%) Mathematics
11 8 (7.41%) Mentoring
Programming Languages
1 59 (54.63%) SQL
2 18 (16.67%) Python
3 16 (14.81%) C
4 10 (9.26%) Bash Shell
4 10 (9.26%) Perl
4 10 (9.26%) Ruby
5 9 (8.33%) T-SQL
6 8 (7.41%) C#
7 5 (4.63%) Java
7 5 (4.63%) JavaScript
7 5 (4.63%) R
8 4 (3.70%) VBA
9 3 (2.78%) C++
9 3 (2.78%) Shell Script
10 2 (1.85%) PowerShell
11 1 (0.93%) VB
Qualifications
1 22 (20.37%) Security Cleared
2 14 (12.96%) DV Cleared
2 14 (12.96%) ISTQB
2 14 (12.96%) ISTQB Foundation Certification
3 11 (10.19%) Degree
4 5 (4.63%) PhD
5 4 (3.70%) BPSS Clearance
5 4 (3.70%) ITIL Certification
6 3 (2.78%) Computer Science Degree
7 2 (1.85%) Numerate Degree
8 1 (0.93%) ACCA
8 1 (0.93%) CIMA
8 1 (0.93%) ISEB
8 1 (0.93%) MCSE
8 1 (0.93%) Microsoft Certification
Quality Assurance & Compliance
1 4 (3.70%) QA
2 3 (2.78%) PMO
3 1 (0.93%) ISO 9001
System Software
1 2 (1.85%) Active Directory
2 1 (0.93%) Hyper-V
2 1 (0.93%) Virtual Desktop
Systems Management
1 10 (9.26%) Puppet
2 2 (1.85%) SCCM
3 1 (0.93%) SCOM
3 1 (0.93%) SCVMM
Vendors
1 14 (12.96%) Microsoft
2 6 (5.56%) CA Agile Central
3 4 (3.70%) SAP
3 4 (3.70%) Tableau
4 3 (2.78%) IBM
4 3 (2.78%) Oracle
5 2 (1.85%) MuleSoft