Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 23 32 32
Rank change year-on-year +9 0 -6
Permanent jobs citing Analytical Skills 179 187 155
As % of all permanent IT jobs advertised in Gloucestershire 12.09% 8.29% 7.51%
As % of the Miscellaneous category 35.10% 22.37% 22.53%
Number of salaries quoted 152 139 111
Gloucestershire median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% +14.29%
10th Percentile £23,100 £23,450 £22,500
90th Percentile £57,450 £70,000 £56,250
South West median annual salary £40,000 £40,000 £40,000

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 510 836 688
As % of all permanent IT jobs advertised in Gloucestershire 34.46% 37.04% 33.35%
Number of salaries quoted 400 668 520
Gloucestershire median annual salary £42,500 £44,000 £41,000
Median salary % change year-on-year -3.41% +7.32% +9.33%
10th Percentile £24,000 £24,850 £25,000
90th Percentile £62,500 £65,000 £62,500
South West median annual salary £41,500 £40,000 £40,000
% change year-on-year +3.75% - +2.56%

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 19 November 2017.

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 19 November 2017. 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 +16 43 £32,500 -18.75%
Gloucester +29 39 £42,500 +14.02% 4
Cheltenham -34 27 £25,000 -50.00%
Tewkesbury - 2 £37,500 -
Analytical Skills
South West

For the 6 months to 19 November 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Gloucestershire region with a requirement for Analytical Skills.

1 78 (43.58%) SQL
2 60 (33.52%) SQL Server
2 60 (33.52%) Degree
3 58 (32.40%) Finance
4 53 (29.61%) Microsoft
5 51 (28.49%) Windows
6 47 (26.26%) Security Cleared
7 45 (25.14%) DV Cleared
8 44 (24.58%) Windows Server
9 40 (22.35%) Business Intelligence
10 37 (20.67%) ITIL
11 34 (18.99%) Agile Software Development
12 33 (18.44%) Service Delivery
13 31 (17.32%) Service Management
13 31 (17.32%) ITSM
13 31 (17.32%) Problem Management
13 31 (17.32%) Proactive Management
13 31 (17.32%) ITIL V3
14 29 (16.20%) Windows Server 2012
14 29 (16.20%) Active Directory
14 29 (16.20%) SharePoint
15 28 (15.64%) Microsoft Excel
16 26 (14.53%) Microsoft Office
16 26 (14.53%) Hyper-V
17 24 (13.41%) SQL Server 2012
18 23 (12.85%) PowerShell
18 23 (12.85%) CSS
18 23 (12.85%) HTML
18 23 (12.85%) JavaScript
18 23 (12.85%) Business Analysis

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 29 (16.20%) SharePoint
2 8 (4.47%) MS Exchange
3 7 (3.91%) Exchange Server 2007
3 7 (3.91%) SAS
4 5 (2.79%) SharePoint Server
5 3 (1.68%) Apache Spark
6 1 (0.56%) Alfresco
6 1 (0.56%) Apache
6 1 (0.56%) CMS
6 1 (0.56%) Moodle
6 1 (0.56%) OpenStack
6 1 (0.56%) WebLogic
6 1 (0.56%) WebSphere
Applications
1 28 (15.64%) Microsoft Excel
2 26 (14.53%) Microsoft Office
3 5 (2.79%) SPSS
4 2 (1.12%) Microsoft PowerPoint
4 2 (1.12%) Spreadsheet
Business Applications
1 11 (6.15%) Dynamics CRM
2 2 (1.12%) Dynamics NAV
3 1 (0.56%) Oracle BPM
Cloud Services
1 19 (10.61%) Microsoft Azure
2 14 (7.82%) Office 365
3 11 (6.15%) Amazon AWS
4 5 (2.79%) SaaS
5 1 (0.56%) Amazon CloudWatch
5 1 (0.56%) Amazon EC2
5 1 (0.56%) Amazon ElastiCache
5 1 (0.56%) Amazon ELB
5 1 (0.56%) Amazon Kinesis
5 1 (0.56%) Amazon S3
5 1 (0.56%) Amazon SQS
5 1 (0.56%) AWS CloudFormation
5 1 (0.56%) AWS Elastic Beanstalk
5 1 (0.56%) AWS Lambda
5 1 (0.56%) AWS OpsWorks
5 1 (0.56%) Route 53
5 1 (0.56%) Serverless
Communications & Networking
1 18 (10.06%) Firewall
2 17 (9.50%) Intrusion Detection
2 17 (9.50%) Network Security
3 11 (6.15%) FTP
4 9 (5.03%) DHCP
4 9 (5.03%) DNS
4 9 (5.03%) Fibre Channel
4 9 (5.03%) NAS
4 9 (5.03%) SAN
4 9 (5.03%) VLAN
5 3 (1.68%) Internet
5 3 (1.68%) Intranet
6 1 (0.56%) LAN
6 1 (0.56%) WAN
Database & Business Intelligence
1 60 (33.52%) SQL Server
2 24 (13.41%) SQL Server 2012
3 16 (8.94%) BusinessObjects
4 14 (7.82%) Data Warehouse
5 10 (5.59%) SQL Server 2008
6 9 (5.03%) SQL Server Integration Services
7 8 (4.47%) Qlik Sense
8 7 (3.91%) RDBMS
8 7 (3.91%) Relational Database
8 7 (3.91%) SQL Server Reporting Services
9 6 (3.35%) Power BI
10 4 (2.23%) Crystal Reports
11 3 (1.68%) Apache Accumulo
11 3 (1.68%) Hadoop
11 3 (1.68%) MySQL
11 3 (1.68%) PostgreSQL
12 2 (1.12%) Microsoft Analysis Services
12 2 (1.12%) QlikView
12 2 (1.12%) SQL Server 2014
12 2 (1.12%) SQL Server Analysis Services
Development Applications
1 10 (5.59%) ERwin
2 9 (5.03%) Git (software)
3 5 (2.79%) Team Foundation Server
4 4 (2.23%) Jenkins
4 4 (2.23%) JIRA
4 4 (2.23%) JMeter
4 4 (2.23%) Selenium
5 3 (1.68%) Atlassian Bamboo
5 3 (1.68%) Subversion
5 3 (1.68%) WATIR
6 2 (1.12%) XMLUnit
7 1 (0.56%) Ant
7 1 (0.56%) Eclipse
7 1 (0.56%) LoadRunner
7 1 (0.56%) Maven
7 1 (0.56%) SoapUI
General
1 58 (32.40%) Finance
2 17 (9.50%) Marketing
3 4 (2.23%) Games
3 4 (2.23%) German Language
3 4 (2.23%) Spanish Language
4 3 (1.68%) Retail
5 2 (1.12%) Advertising
5 2 (1.12%) Publishing
6 1 (0.56%) Telecoms
Job Titles
1 88 (49.16%) Analyst
2 36 (20.11%) Business Analyst
3 29 (16.20%) Developer
4 21 (11.73%) Data Analyst
5 19 (10.61%) Service Analyst
6 18 (10.06%) Infrastructure Engineer
7 16 (8.94%) Business Intelligence Analyst
7 16 (8.94%) SQL Analyst
8 11 (6.15%) Finance Business Analyst
8 11 (6.15%) Financial Analyst
8 11 (6.15%) Financial Business Analyst
8 11 (6.15%) Financial Services Business Analyst
8 11 (6.15%) Senior Analyst
8 11 (6.15%) Senior Business Analyst
8 11 (6.15%) Senior Financial Analyst
8 11 (6.15%) Service Management Analyst
8 11 (6.15%) Wealth Management Business Analyst
8 11 (6.15%) XML Analyst
9 10 (5.59%) Cloud Engineer
10 9 (5.03%) Business Intelligence Data Analyst
Libraries, Frameworks & Software Standards
1 23 (12.85%) CSS
1 23 (12.85%) HTML
2 18 (10.06%) .NET
3 15 (8.38%) jQuery
3 15 (8.38%) XML
4 13 (7.26%) ASP.NET
5 10 (5.59%) Web Services
6 9 (5.03%) Ajax
7 7 (3.91%) Twitter Bootstrap
8 5 (2.79%) .NET Framework
8 5 (2.79%) ASP.NET Web API
8 5 (2.79%) ASP.NET Web Forms
8 5 (2.79%) AutoMapper
8 5 (2.79%) Entity Framework
8 5 (2.79%) StructureMap
8 5 (2.79%) WCF
9 3 (1.68%) Django
9 3 (1.68%) JSON
9 3 (1.68%) NumPy
9 3 (1.68%) Pandas
Miscellaneous
1 17 (9.50%) Distributed Denial-of-Service
2 11 (6.15%) Fintech
3 9 (5.03%) Hybrid Cloud
3 9 (5.03%) Replication
3 9 (5.03%) Smartphone
4 8 (4.47%) Handset
5 5 (2.79%) AS400
5 5 (2.79%) Greenfield Project
5 5 (2.79%) iSeries
5 5 (2.79%) Mobile App
5 5 (2.79%) N-Tier
6 3 (1.68%) Management Information System
7 2 (1.12%) Computer Science
7 2 (1.12%) Credit Risk
8 1 (0.56%) Clustering
8 1 (0.56%) Driving Licence
8 1 (0.56%) Linux Command Line
8 1 (0.56%) Public Cloud
8 1 (0.56%) VLE
Operating Systems
1 51 (28.49%) Windows
2 44 (24.58%) Windows Server
3 29 (16.20%) Windows Server 2012
4 13 (7.26%) Windows 10
5 8 (4.47%) Windows 7
6 7 (3.91%) Windows Server 2008
7 6 (3.35%) Linux
8 1 (0.56%) AIX
8 1 (0.56%) Red Hat Enterprise Linux
8 1 (0.56%) Unix
Processes & Methodologies
1 40 (22.35%) Business Intelligence
2 37 (20.67%) ITIL
3 34 (18.99%) Agile Software Development
4 33 (18.44%) Service Delivery
5 31 (17.32%) ITIL V3
5 31 (17.32%) ITSM
5 31 (17.32%) Proactive Management
5 31 (17.32%) Problem Management
5 31 (17.32%) Service Management
6 23 (12.85%) Business Analysis
7 21 (11.73%) Data Analysis
8 18 (10.06%) Time Management
9 17 (9.50%) Waterfall
10 16 (8.94%) Stakeholder Management
11 15 (8.38%) CRM
12 13 (7.26%) Mathematics
12 13 (7.26%) Systems Analysis
13 12 (6.70%) MVC
13 12 (6.70%) Wealth Management
14 11 (6.15%) Data Modelling
Programming Languages
1 78 (43.58%) SQL
2 23 (12.85%) JavaScript
2 23 (12.85%) PowerShell
3 14 (7.82%) C#
4 13 (7.26%) T-SQL
5 9 (5.03%) C
5 9 (5.03%) Java
5 9 (5.03%) Python
6 6 (3.35%) RPG
6 6 (3.35%) RPG IV
7 4 (2.23%) Perl
7 4 (2.23%) PHP
7 4 (2.23%) Ruby
7 4 (2.23%) VB
8 3 (1.68%) Bash Shell
9 1 (0.56%) C++
9 1 (0.56%) sed
9 1 (0.56%) Shell Script
Qualifications
1 60 (33.52%) Degree
2 47 (26.26%) Security Cleared
3 45 (25.14%) DV Cleared
4 9 (5.03%) CCNA
4 9 (5.03%) Cisco Certification
5 5 (2.79%) ITIL Certification
5 5 (2.79%) MCSE
5 5 (2.79%) Microsoft Certification
5 5 (2.79%) Numerate Degree
6 4 (2.23%) ISTQB
6 4 (2.23%) ISTQB Foundation Certification
7 3 (1.68%) HNC
7 3 (1.68%) HND
8 1 (0.56%) ISEB
8 1 (0.56%) PRINCE2 Certification
8 1 (0.56%) SC Cleared
Quality Assurance & Compliance
1 8 (4.47%) SLA
2 5 (2.79%) PMO
3 1 (0.56%) JSP 440
3 1 (0.56%) QA
System Software
1 29 (16.20%) Active Directory
2 26 (14.53%) Hyper-V
3 17 (9.50%) Virtual Desktop
4 9 (5.03%) BitLocker
4 9 (5.03%) Firmware
4 9 (5.03%) Virtual Machines
4 9 (5.03%) VMware ESXi
4 9 (5.03%) VMware Infrastructure
5 1 (0.56%) Docker
Systems Management
1 22 (12.29%) SCCM
2 9 (5.03%) Microsoft Data Protection Manager
2 9 (5.03%) SCDPM
2 9 (5.03%) SCOM
2 9 (5.03%) SCVMM
2 9 (5.03%) vCenter Server
3 8 (4.47%) Forefront Identity Manager
4 4 (2.23%) Puppet
5 1 (0.56%) Opscode Chef
Vendors
1 53 (29.61%) Microsoft
2 17 (9.50%) McAfee
3 9 (5.03%) Cisco
3 9 (5.03%) Citrix
3 9 (5.03%) Dell
3 9 (5.03%) VMware
4 8 (4.47%) Tableau
5 3 (1.68%) CA Agile Central
5 3 (1.68%) MuleSoft
6 1 (0.56%) IBM
6 1 (0.56%) Oracle
6 1 (0.56%) Red Hat