Period
to 13 December 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 13 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 27 21 37
Rank change year-on-year -6 +16 -2
Permanent jobs citing Analytical Skills 129 185 177
As % of all permanent IT jobs advertised in Gloucestershire 8.55% 12.73% 7.92%
As % of the Miscellaneous category 22.47% 36.13% 20.39%
Number of salaries quoted 91 156 137
Gloucestershire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £26,250 £23,500 £23,900
90th Percentile £60,000 £58,750 £68,200
South West median annual salary £42,864 £40,000 £40,000
% change year-on-year +7.16% - -

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 574 512 868
As % of all permanent IT jobs advertised in Gloucestershire 38.06% 35.24% 38.82%
Number of salaries quoted 417 398 705
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +3.66%
10th Percentile £22,250 £23,000 £25,000
90th Percentile £63,750 £62,500 £65,000
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 13 December 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 13 December 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 +19 44 £50,000 +100.00% 14
Gloucester -15 18 £31,750 -25.29% 9
Filton - 10 - -
Tewkesbury 0 5 £27,500 -26.67%
Cirencester -13 5 £27,000 -26.03% 1
Stroud - 2 £31,250 -
Mitcheldean - 2 - -
Analytical Skills
South West

For the 6 months to 13 December 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 (34.11%) Agile Software Development
2 40 (31.01%) Degree
3 37 (28.68%) Mathematics
4 33 (25.58%) Problem-Solving
5 27 (20.93%) Microsoft
6 24 (18.60%) Windows
6 24 (18.60%) Finance
6 24 (18.60%) Security Cleared
7 22 (17.05%) Stakeholder Management
7 22 (17.05%) Python
8 21 (16.28%) ITIL
8 21 (16.28%) C
9 20 (15.50%) Back Office
9 20 (15.50%) Statistics
9 20 (15.50%) Data Science
10 19 (14.73%) DV Cleared
11 18 (13.95%) Computer Science
11 18 (13.95%) SQL
11 18 (13.95%) Big Data
12 17 (13.18%) Verint
12 17 (13.18%) Coaching
12 17 (13.18%) Front Office
12 17 (13.18%) Erlang
12 17 (13.18%) WFM
13 16 (12.40%) Service Delivery
13 16 (12.40%) Service Management
13 16 (12.40%) Waterfall
14 15 (11.63%) Workflow
14 15 (11.63%) TOGAF
14 15 (11.63%) Operations Research

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 10 (7.75%) SAS
2 8 (6.20%) WebLogic
3 7 (5.43%) SharePoint
4 5 (3.88%) Apache Spark
5 4 (3.10%) Apache Pig
6 3 (2.33%) CMS
7 2 (1.55%) Apache
7 2 (1.55%) Captiva
7 2 (1.55%) Documentum
8 1 (0.78%) Confluence
8 1 (0.78%) Elasticsearch
8 1 (0.78%) MS Project Server
Applications
1 14 (10.85%) Microsoft Office
2 4 (3.10%) Microsoft Excel
2 4 (3.10%) Microsoft PowerPoint
2 4 (3.10%) MS Visio
3 2 (1.55%) Microsoft Project
Business Applications
1 1 (0.78%) Dynamics CRM
1 1 (0.78%) SDL Web 8
Cloud Services
1 8 (6.20%) Amazon AWS
2 6 (4.65%) Microsoft Azure
3 5 (3.88%) Office 365
4 2 (1.55%) SaaS
5 1 (0.78%) Amazon EC2
5 1 (0.78%) Amazon EMR
5 1 (0.78%) Cloud Computing
5 1 (0.78%) Dynamics 365
5 1 (0.78%) IaaS
5 1 (0.78%) npm
5 1 (0.78%) PaaS
Communications & Networking
1 9 (6.98%) HTTP
1 9 (6.98%) SSL
2 8 (6.20%) HTTPS
3 7 (5.43%) Network Security
4 6 (4.65%) Firewall
5 5 (3.88%) Intrusion Detection
6 2 (1.55%) DHCP
6 2 (1.55%) DNS
7 1 (0.78%) Cisco Wireless
7 1 (0.78%) Ethernet
7 1 (0.78%) Internet
7 1 (0.78%) Intranet
7 1 (0.78%) IPsec
7 1 (0.78%) LAN
7 1 (0.78%) TCP/IP
7 1 (0.78%) VoIP
7 1 (0.78%) VPN
7 1 (0.78%) WAN
7 1 (0.78%) Wireless
Database & Business Intelligence
1 18 (13.95%) Big Data
2 11 (8.53%) SQL Server
3 7 (5.43%) Data Warehouse
4 5 (3.88%) Apache Hive
5 4 (3.10%) Data Mining
5 4 (3.10%) Hadoop
5 4 (3.10%) Relational Database
5 4 (3.10%) SQL Server Reporting Services
5 4 (3.10%) Text Mining
6 3 (2.33%) Qlik Sense
7 2 (1.55%) MongoDB
7 2 (1.55%) MySQL
7 2 (1.55%) Power BI
7 2 (1.55%) SQL Server Integration Services
8 1 (0.78%) Apache Cassandra
8 1 (0.78%) BusinessObjects
8 1 (0.78%) CouchDB
8 1 (0.78%) Crystal Reports
8 1 (0.78%) NoSQL
8 1 (0.78%) RDBMS
Development Applications
1 13 (10.08%) Git (software)
2 4 (3.10%) SQL Server Management Studio (SSMS)
3 3 (2.33%) Bitbucket
3 3 (2.33%) JIRA
4 2 (1.55%) git-flow
5 1 (0.78%) Atlassian Bamboo
5 1 (0.78%) Jenkins
5 1 (0.78%) Mercurial
5 1 (0.78%) MSBuild
5 1 (0.78%) Team Foundation Server
5 1 (0.78%) Visual Studio
5 1 (0.78%) Visual Studio Team System
General
1 24 (18.60%) Finance
2 20 (15.50%) Back Office
3 17 (13.18%) Front Office
4 8 (6.20%) Games
5 4 (3.10%) Aerospace
5 4 (3.10%) Banking
5 4 (3.10%) Law
5 4 (3.10%) Military
6 3 (2.33%) Billing
7 1 (0.78%) Automotive
7 1 (0.78%) Electronics
7 1 (0.78%) French Language
7 1 (0.78%) German Language
7 1 (0.78%) Manufacturing
7 1 (0.78%) Marketing
7 1 (0.78%) Retail
7 1 (0.78%) Spanish Language
7 1 (0.78%) Telecoms
Job Titles
1 28 (21.71%) Analyst
2 17 (13.18%) Planning Manager
2 17 (13.18%) Resource Manager
2 17 (13.18%) Resource Planning Manager
3 15 (11.63%) Business Analyst
4 13 (10.08%) Data Scientist
5 10 (7.75%) Computer Engineer
5 10 (7.75%) Developer
6 9 (6.98%) Architect
6 9 (6.98%) Systems Engineer
7 8 (6.20%) Requirements Engineer
7 8 (6.20%) Senior Data Scientist
8 6 (4.65%) Delivery Manager
8 6 (4.65%) PHP Developer
8 6 (4.65%) Service Manager
8 6 (4.65%) Services Delivery Manager
8 6 (4.65%) Solutions Architect
9 5 (3.88%) Data Analyst
9 5 (3.88%) Infrastructure Engineer
9 5 (3.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 13 (10.08%) HTML
2 8 (6.20%) EJB
2 8 (6.20%) Hibernate
2 8 (6.20%) J2EE
2 8 (6.20%) Spring
2 8 (6.20%) XML
3 7 (5.43%) Laravel
3 7 (5.43%) Twitter Bootstrap
4 6 (4.65%) jQuery
5 5 (3.88%) Ajax
5 5 (3.88%) Web Services
6 4 (3.10%) .NET
6 4 (3.10%) CSS
7 3 (2.33%) ASP.NET
8 2 (1.55%) .NET Framework
8 2 (1.55%) AngularJS
8 2 (1.55%) ASP.NET MVC
8 2 (1.55%) HTML5
9 1 (0.78%) Entity Framework
9 1 (0.78%) REST
Miscellaneous
1 8 (6.20%) iPhone
2 7 (5.43%) Management Information System
3 6 (4.65%) Algorithms
3 6 (4.65%) Data Structures
4 5 (3.88%) Distributed Denial-of-Service
4 5 (3.88%) Hybrid Cloud
5 4 (3.10%) Analytical Mindset
5 4 (3.10%) Data Protection Act
5 4 (3.10%) Social Media
6 2 (1.55%) CESG
6 2 (1.55%) Data Centre
7 1 (0.78%) Cyber Defence
7 1 (0.78%) Cyberattack
7 1 (0.78%) Cyberthreat
7 1 (0.78%) Mobile App
7 1 (0.78%) PKI
7 1 (0.78%) PMI
7 1 (0.78%) Self-Motivation
7 1 (0.78%) User Experience
Operating Systems
1 24 (18.60%) Windows
2 8 (6.20%) Android
2 8 (6.20%) Windows Phone
3 7 (5.43%) Windows Server
4 5 (3.88%) Windows Server 2012
5 3 (2.33%) Linux
Processes & Methodologies
1 44 (34.11%) Agile Software Development
2 37 (28.68%) Mathematics
3 33 (25.58%) Problem-Solving
4 22 (17.05%) Stakeholder Management
5 21 (16.28%) ITIL
6 20 (15.50%) Data Science
6 20 (15.50%) Statistics
7 18 (13.95%) Computer Science
8 17 (13.18%) Coaching
8 17 (13.18%) WFM
9 16 (12.40%) Service Delivery
9 16 (12.40%) Service Management
9 16 (12.40%) Waterfall
10 15 (11.63%) Business Analysis
10 15 (11.63%) Operations Research
10 15 (11.63%) TOGAF
10 15 (11.63%) Workflow
11 14 (10.85%) Software Engineering
12 13 (10.08%) Machine Learning
12 13 (10.08%) Visualisation
Programming Languages
1 22 (17.05%) Python
2 21 (16.28%) C
3 18 (13.95%) SQL
4 17 (13.18%) Erlang
5 14 (10.85%) JavaScript
6 13 (10.08%) C#
7 12 (9.30%) Java
8 11 (8.53%) C++
8 11 (8.53%) PowerShell
9 10 (7.75%) R
10 8 (6.20%) Objective-C
11 7 (5.43%) PHP
12 3 (2.33%) Scala
13 2 (1.55%) Bash Shell
13 2 (1.55%) Perl
14 1 (0.78%) VBA
Qualifications
1 40 (31.01%) Degree
2 24 (18.60%) Security Cleared
3 19 (14.73%) DV Cleared
4 4 (3.10%) Master's Degree
5 3 (2.33%) SC Cleared
6 2 (1.55%) Computer Science Degree
6 2 (1.55%) ISEB
7 1 (0.78%) CESG Certified Professional
7 1 (0.78%) PhD
7 1 (0.78%) PMI Certification
Quality Assurance & Compliance
1 6 (4.65%) GDPR
1 6 (4.65%) SLA
2 3 (2.33%) PMO
3 2 (1.55%) ISO/IEC 27001
3 2 (1.55%) QA
4 1 (0.78%) Data Quality
System Software
1 6 (4.65%) Active Directory
1 6 (4.65%) Hyper-V
2 5 (3.88%) BitLocker
2 5 (3.88%) Virtual Desktop
3 2 (1.55%) VMware Infrastructure
3 2 (1.55%) vSphere
4 1 (0.78%) Docker
Systems Management
1 5 (3.88%) SCCM
1 5 (3.88%) SCOM
1 5 (3.88%) SCVMM
Vendors
1 27 (20.93%) Microsoft
2 17 (13.18%) Verint
3 10 (7.75%) Cisco
4 9 (6.98%) Atlassian
5 5 (3.88%) McAfee
6 4 (3.10%) SAP
7 3 (2.33%) ConnectWise
7 3 (2.33%) Mitel
8 2 (1.55%) HP
8 2 (1.55%) Hyland
8 2 (1.55%) Kofax
8 2 (1.55%) OpenText
8 2 (1.55%) Tableau
8 2 (1.55%) VMware
8 2 (1.55%) Xerox
9 1 (0.78%) Dell
9 1 (0.78%) EMC
9 1 (0.78%) IBM
9 1 (0.78%) Oracle
9 1 (0.78%) Teradata