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

Analytical Skills
South West > Gloucestershire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 32 20 28
Rank change year-on-year -12 +8 +6
Permanent jobs citing Analytical Skills 125 195 197
As % of all permanent IT jobs advertised in Gloucestershire 7.59% 12.53% 9.12%
As % of the Miscellaneous category 18.71% 34.45% 22.99%
Number of salaries quoted 97 160 140
Gloucestershire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £26,150 £23,000 £23,250
90th Percentile £60,000 £57,500 £70,000
South West median annual salary £43,000 £40,000 £40,000
% change year-on-year +7.50% - +2.56%

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 668 566 857
As % of all permanent IT jobs advertised in Gloucestershire 40.56% 36.38% 39.66%
Number of salaries quoted 494 442 664
Gloucestershire median annual salary £45,000 £42,500 £44,000
Median salary % change year-on-year +5.88% -3.41% +10.00%
10th Percentile £22,500 £24,750 £24,650
90th Percentile £65,000 £60,000 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 October 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 October 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 +11 43 £50,000 +100.00% 10
Gloucester -17 14 £57,000 +34.12% 19
Cirencester -8 12 £41,750 +23.70% 1
Filton - 6 - -
Tewkesbury -12 4 £27,500 -26.67% 1
Stroud +15 2 £32,250 -9.79%
Mitcheldean - 2 - -
Analytical Skills
South West

For the 6 months to 23 October 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 48 (38.40%) Agile Software Development
2 34 (27.20%) Degree
3 33 (26.40%) Mathematics
4 30 (24.00%) Problem-Solving
5 27 (21.60%) Windows
6 23 (18.40%) Microsoft
7 22 (17.60%) Finance
7 22 (17.60%) Security Cleared
8 21 (16.80%) DV Cleared
8 21 (16.80%) Back Office
8 21 (16.80%) Python
9 19 (15.20%) C
10 18 (14.40%) Front Office
10 18 (14.40%) Waterfall
11 17 (13.60%) Erlang
11 17 (13.60%) Computer Science
11 17 (13.60%) WFM
11 17 (13.60%) Data Science
11 17 (13.60%) Verint
12 16 (12.80%) Big Data
12 16 (12.80%) Statistics
13 15 (12.00%) Operations Research
13 15 (12.00%) Business Analysis
13 15 (12.00%) Workflow
13 15 (12.00%) Stakeholder Management
13 15 (12.00%) JavaScript
13 15 (12.00%) SQL
14 14 (11.20%) C#
14 14 (11.20%) HTML
14 14 (11.20%) ITIL

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 11 (8.80%) SAS
2 10 (8.00%) WebLogic
3 6 (4.80%) SharePoint
4 3 (2.40%) CMS
5 2 (1.60%) Apache
5 2 (1.60%) Captiva
5 2 (1.60%) Documentum
6 1 (0.80%) Apache Spark
6 1 (0.80%) Confluence
6 1 (0.80%) Elasticsearch
6 1 (0.80%) MS Project Server
Applications
1 13 (10.40%) Microsoft Office
2 3 (2.40%) Microsoft Excel
2 3 (2.40%) MS Visio
3 2 (1.60%) Microsoft PowerPoint
3 2 (1.60%) Microsoft Project
Business Applications
1 2 (1.60%) Dynamics CRM
2 1 (0.80%) SDL Web 8
Cloud Services
1 6 (4.80%) Amazon AWS
2 4 (3.20%) Microsoft Azure
2 4 (3.20%) Office 365
3 3 (2.40%) SaaS
4 2 (1.60%) Dynamics 365
5 1 (0.80%) Amazon EC2
5 1 (0.80%) Amazon EMR
5 1 (0.80%) Cloud Computing
5 1 (0.80%) npm
Communications & Networking
1 10 (8.00%) HTTP
1 10 (8.00%) HTTPS
1 10 (8.00%) SSL
2 8 (6.40%) Network Security
3 7 (5.60%) Firewall
4 4 (3.20%) DHCP
4 4 (3.20%) DNS
4 4 (3.20%) Intrusion Detection
5 3 (2.40%) Ethernet
5 3 (2.40%) IPsec
5 3 (2.40%) VoIP
5 3 (2.40%) VPN
6 1 (0.80%) Cisco Wireless
6 1 (0.80%) Internet
6 1 (0.80%) Intranet
6 1 (0.80%) LAN
6 1 (0.80%) TCP/IP
6 1 (0.80%) WAN
6 1 (0.80%) Wireless
Database & Business Intelligence
1 16 (12.80%) Big Data
2 8 (6.40%) Data Warehouse
2 8 (6.40%) SQL Server
3 3 (2.40%) Crystal Reports
3 3 (2.40%) Qlik Sense
4 2 (1.60%) MySQL
4 2 (1.60%) Relational Database
5 1 (0.80%) Apache Hive
5 1 (0.80%) BusinessObjects
5 1 (0.80%) MongoDB
5 1 (0.80%) Power BI
Development Applications
1 10 (8.00%) Git (software)
2 2 (1.60%) Bitbucket
3 1 (0.80%) JIRA
3 1 (0.80%) Team Foundation Server
3 1 (0.80%) Visual Studio
3 1 (0.80%) Visual Studio Team System
General
1 22 (17.60%) Finance
2 21 (16.80%) Back Office
3 18 (14.40%) Front Office
4 10 (8.00%) Games
5 8 (6.40%) Marketing
6 5 (4.00%) Law
7 4 (3.20%) Aerospace
7 4 (3.20%) Military
8 3 (2.40%) Billing
8 3 (2.40%) German Language
9 2 (1.60%) French Language
9 2 (1.60%) Retail
9 2 (1.60%) Spanish Language
10 1 (0.80%) Automotive
10 1 (0.80%) Electronics
10 1 (0.80%) Manufacturing
10 1 (0.80%) Telecoms
Job Titles
1 22 (17.60%) Analyst
2 17 (13.60%) Planning Manager
2 17 (13.60%) Resource Manager
2 17 (13.60%) Resource Planning Manager
3 15 (12.00%) Business Analyst
4 11 (8.80%) Systems Engineer
5 10 (8.00%) Data Scientist
5 10 (8.00%) Requirements Engineer
6 9 (7.20%) Senior Data Scientist
7 8 (6.40%) Architect
7 8 (6.40%) Developer
8 7 (5.60%) Applications Support
9 6 (4.80%) Computer Engineer
10 5 (4.00%) Consultant
10 5 (4.00%) PHP Developer
11 4 (3.20%) Infrastructure Engineer
11 4 (3.20%) Principal Consultant
11 4 (3.20%) Services Delivery Manager
11 4 (3.20%) Systems Test Engineer
11 4 (3.20%) Test Engineer
Libraries, Frameworks & Software Standards
1 14 (11.20%) HTML
2 10 (8.00%) EJB
2 10 (8.00%) Hibernate
2 10 (8.00%) J2EE
2 10 (8.00%) Spring
2 10 (8.00%) XML
3 6 (4.80%) Laravel
3 6 (4.80%) Twitter Bootstrap
4 5 (4.00%) jQuery
5 4 (3.20%) Ajax
5 4 (3.20%) Web Services
6 3 (2.40%) .NET
6 3 (2.40%) CSS
7 2 (1.60%) .NET Framework
7 2 (1.60%) ASP.NET
8 1 (0.80%) ASP.NET MVC
8 1 (0.80%) CSS3
8 1 (0.80%) Entity Framework
8 1 (0.80%) HTML5
8 1 (0.80%) Zend Framework
Miscellaneous
1 17 (13.60%) Computer Science
2 10 (8.00%) iPhone
3 5 (4.00%) Data Protection Act
4 4 (3.20%) Data Centre
4 4 (3.20%) Distributed Denial-of-Service
4 4 (3.20%) Hybrid Cloud
5 3 (2.40%) Data Structures
5 3 (2.40%) Management Information System
5 3 (2.40%) Mobile App
5 3 (2.40%) PKI
5 3 (2.40%) User Experience
6 2 (1.60%) Algorithms
6 2 (1.60%) Analytical Mindset
6 2 (1.60%) CESG
6 2 (1.60%) Self-Motivation
7 1 (0.80%) Cyber Defence
7 1 (0.80%) Cyberattack
7 1 (0.80%) Cyberthreat
7 1 (0.80%) PMI
7 1 (0.80%) Social Media
Operating Systems
1 27 (21.60%) Windows
2 10 (8.00%) Android
2 10 (8.00%) Windows Phone
3 8 (6.40%) Windows Server
4 4 (3.20%) Windows Server 2012
5 1 (0.80%) Linux
Processes & Methodologies
1 48 (38.40%) Agile Software Development
2 33 (26.40%) Mathematics
3 30 (24.00%) Problem-Solving
4 18 (14.40%) Waterfall
5 17 (13.60%) Data Science
5 17 (13.60%) WFM
6 16 (12.80%) Statistics
7 15 (12.00%) Business Analysis
7 15 (12.00%) Operations Research
7 15 (12.00%) Stakeholder Management
7 15 (12.00%) Workflow
8 14 (11.20%) Coaching
8 14 (11.20%) ITIL
8 14 (11.20%) Service Delivery
8 14 (11.20%) Software Engineering
8 14 (11.20%) TOGAF
9 13 (10.40%) Service Management
10 12 (9.60%) Cybersecurity
10 12 (9.60%) Mentoring
10 12 (9.60%) UML
Programming Languages
1 21 (16.80%) Python
2 19 (15.20%) C
3 17 (13.60%) Erlang
4 15 (12.00%) JavaScript
4 15 (12.00%) SQL
5 14 (11.20%) C#
6 13 (10.40%) Java
7 11 (8.80%) C++
7 11 (8.80%) PowerShell
8 10 (8.00%) Objective-C
8 10 (8.00%) R
9 6 (4.80%) PHP
10 1 (0.80%) Scala
Qualifications
1 34 (27.20%) Degree
2 22 (17.60%) Security Cleared
3 21 (16.80%) DV Cleared
4 4 (3.20%) Master's Degree
5 2 (1.60%) SC Cleared
6 1 (0.80%) CESG Certified Professional
6 1 (0.80%) Computer Science Degree
6 1 (0.80%) ISEB
6 1 (0.80%) MCSE
6 1 (0.80%) Microsoft Certification
6 1 (0.80%) PhD
6 1 (0.80%) PMI Certification
Quality Assurance & Compliance
1 6 (4.80%) GDPR
1 6 (4.80%) SLA
2 2 (1.60%) ISO/IEC 27001
2 2 (1.60%) PMO
2 2 (1.60%) QA
3 1 (0.80%) Data Quality
System Software
1 6 (4.80%) Active Directory
2 5 (4.00%) Hyper-V
3 4 (3.20%) BitLocker
3 4 (3.20%) Virtual Desktop
3 4 (3.20%) VMware Infrastructure
3 4 (3.20%) vSphere
4 1 (0.80%) Docker
Systems Management
1 4 (3.20%) SCCM
1 4 (3.20%) SCOM
1 4 (3.20%) SCVMM
2 1 (0.80%) Systems Management Server (SMS)
Vendors
1 23 (18.40%) Microsoft
2 17 (13.60%) Verint
3 14 (11.20%) Cisco
4 11 (8.80%) Atlassian
5 7 (5.60%) SAP
6 4 (3.20%) McAfee
6 4 (3.20%) VMware
7 3 (2.40%) ConnectWise
7 3 (2.40%) Mitel
8 2 (1.60%) Hyland
8 2 (1.60%) Kofax
8 2 (1.60%) OpenText
8 2 (1.60%) Xerox
9 1 (0.80%) Dell
9 1 (0.80%) EMC
9 1 (0.80%) Facebook
9 1 (0.80%) Google
9 1 (0.80%) Tableau
9 1 (0.80%) Teradata
9 1 (0.80%) Zend