Period
to 19 January 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 19 January 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Gloucestershire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 26 42 29
Rank change year-on-year +16 -13 -9
Permanent jobs citing Analytical Skills 164 157 160
As % of all permanent IT jobs advertised in Gloucestershire 11.47% 7.04% 7.92%
As % of the Miscellaneous category 32.60% 19.38% 22.13%
Number of salaries quoted 137 121 110
Gloucestershire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% +11.11%
10th Percentile £25,000 £25,000 £17,750
90th Percentile £60,000 £60,000 £56,250
South West median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

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 503 810 723
As % of all permanent IT jobs advertised in Gloucestershire 35.17% 36.31% 35.81%
Number of salaries quoted 381 671 507
Gloucestershire median annual salary £42,500 £42,500 £42,500
10th Percentile £23,000 £24,000 £25,000
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £40,500 £40,000
% change year-on-year +4.94% +1.25% +3.90%

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 January 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 19 January 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 +10 37 £28,750 -28.13% 2
Gloucester +38 36 £42,500 +5.26% 6
Cheltenham -23 21 £45,000 -14.29% 6
Tewkesbury - 2 £37,500 -
Analytical Skills
South West

For the 6 months to 19 January 2018, 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 76 (46.34%) SQL
2 62 (37.80%) SQL Server
3 56 (34.15%) Degree
4 52 (31.71%) Business Intelligence
5 51 (31.10%) Microsoft
5 51 (31.10%) Finance
6 49 (29.88%) Windows
7 48 (29.27%) Security Cleared
8 46 (28.05%) DV Cleared
9 45 (27.44%) Windows Server
10 38 (23.17%) ITIL
11 36 (21.95%) Service Delivery
12 32 (19.51%) ITSM
12 32 (19.51%) ITIL V3
13 31 (18.90%) Proactive Management
13 31 (18.90%) Service Management
13 31 (18.90%) Problem Management
14 30 (18.29%) Microsoft Excel
15 27 (16.46%) SharePoint
15 27 (16.46%) Active Directory
15 27 (16.46%) Windows Server 2012
16 26 (15.85%) Hyper-V
16 26 (15.85%) Agile Software Development
17 24 (14.63%) Data Analysis
18 23 (14.02%) PowerShell
18 23 (14.02%) SCCM
18 23 (14.02%) SQL Server 2012
19 20 (12.20%) Microsoft Azure
19 20 (12.20%) BusinessObjects
19 20 (12.20%) Microsoft Office

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 27 (16.46%) SharePoint
2 8 (4.88%) SAS
3 6 (3.66%) SharePoint Server
4 5 (3.05%) Apache Spark
5 4 (2.44%) Exchange Server 2007
5 4 (2.44%) MS Exchange
6 1 (0.61%) Moodle
6 1 (0.61%) WebLogic
6 1 (0.61%) WebSphere
Applications
1 30 (18.29%) Microsoft Excel
2 20 (12.20%) Microsoft Office
3 3 (1.83%) SPSS
Business Applications
1 5 (3.05%) Dynamics CRM
2 3 (1.83%) Dynamics NAV
3 1 (0.61%) Oracle BPM
Cloud Services
1 20 (12.20%) Microsoft Azure
2 15 (9.15%) Office 365
3 10 (6.10%) Amazon AWS
4 5 (3.05%) SaaS
5 1 (0.61%) Amazon CloudWatch
5 1 (0.61%) Amazon EC2
5 1 (0.61%) Amazon ElastiCache
5 1 (0.61%) Amazon ELB
5 1 (0.61%) Amazon Kinesis
5 1 (0.61%) Amazon S3
5 1 (0.61%) Amazon SQS
5 1 (0.61%) AWS CloudFormation
5 1 (0.61%) AWS Elastic Beanstalk
5 1 (0.61%) AWS Lambda
5 1 (0.61%) AWS OpsWorks
5 1 (0.61%) Route 53
5 1 (0.61%) Serverless
Communications & Networking
1 17 (10.37%) Firewall
1 17 (10.37%) Intrusion Detection
1 17 (10.37%) Network Security
2 9 (5.49%) DHCP
2 9 (5.49%) DNS
2 9 (5.49%) Fibre Channel
2 9 (5.49%) NAS
2 9 (5.49%) SAN
2 9 (5.49%) VLAN
3 6 (3.66%) FTP
4 1 (0.61%) Internet
4 1 (0.61%) SMS
Database & Business Intelligence
1 62 (37.80%) SQL Server
2 23 (14.02%) SQL Server 2012
3 20 (12.20%) BusinessObjects
4 16 (9.76%) Data Warehouse
5 12 (7.32%) SQL Server Integration Services
6 10 (6.10%) Qlik Sense
6 10 (6.10%) SQL Server 2008
7 9 (5.49%) SQL Server Reporting Services
8 8 (4.88%) Power BI
9 5 (3.05%) Apache Accumulo
9 5 (3.05%) Crystal Reports
9 5 (3.05%) Hadoop
9 5 (3.05%) SQL Server 2014
10 4 (2.44%) Microsoft Analysis Services
10 4 (2.44%) RDBMS
10 4 (2.44%) Relational Database
10 4 (2.44%) SQL Server Analysis Services
11 3 (1.83%) PostgreSQL
12 2 (1.22%) Big Data
12 2 (1.22%) QlikView
Development Applications
1 11 (6.71%) ERwin
1 11 (6.71%) Git (software)
1 11 (6.71%) JIRA
2 6 (3.66%) Jenkins
2 6 (3.66%) JMeter
2 6 (3.66%) Selenium
3 5 (3.05%) Atlassian Bamboo
3 5 (3.05%) Team Foundation Server
3 5 (3.05%) WATIR
4 3 (1.83%) Subversion
5 2 (1.22%) Visual Studio
6 1 (0.61%) Ant
6 1 (0.61%) Eclipse
6 1 (0.61%) LoadRunner
6 1 (0.61%) Maven
6 1 (0.61%) SoapUI
General
1 51 (31.10%) Finance
2 8 (4.88%) Marketing
3 7 (4.27%) Retail
4 5 (3.05%) German Language
4 5 (3.05%) Spanish Language
5 3 (1.83%) Advertising
6 2 (1.22%) Manufacturing
7 1 (0.61%) Games
7 1 (0.61%) Telecoms
Job Titles
1 69 (42.07%) Analyst
2 30 (18.29%) Data Analyst
3 26 (15.85%) Business Intelligence Analyst
4 20 (12.20%) Business Analyst
5 19 (11.59%) Developer
6 18 (10.98%) Business Intelligence Data Analyst
6 18 (10.98%) Infrastructure Engineer
7 12 (7.32%) Business Data Analyst
8 10 (6.10%) Cloud Engineer
8 10 (6.10%) SQL Analyst
9 9 (5.49%) .NET Developer
9 9 (5.49%) Cloud Infrastructure Engineer
9 9 (5.49%) Senior Infrastructure Engineer
9 9 (5.49%) Service Analyst
10 8 (4.88%) Administrator
10 8 (4.88%) Senior Analyst
10 8 (4.88%) Wintel Engineer
11 7 (4.27%) ASP.NET Developer
11 7 (4.27%) Desktop Support
11 7 (4.27%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (9.15%) .NET
2 13 (7.93%) ASP.NET
3 12 (7.32%) Web Services
4 11 (6.71%) XML
5 10 (6.10%) CSS
5 10 (6.10%) HTML
5 10 (6.10%) jQuery
6 5 (3.05%) .NET Framework
6 5 (3.05%) ASP.NET Web API
6 5 (3.05%) ASP.NET Web Forms
6 5 (3.05%) AutoMapper
6 5 (3.05%) Entity Framework
6 5 (3.05%) StructureMap
6 5 (3.05%) WCF
7 4 (2.44%) Ajax
7 4 (2.44%) JSON
7 4 (2.44%) Twitter Bootstrap
8 3 (1.83%) Django
8 3 (1.83%) Spring
8 3 (1.83%) Spring MVC
Miscellaneous
1 17 (10.37%) Distributed Denial-of-Service
2 9 (5.49%) Hybrid Cloud
2 9 (5.49%) Replication
3 8 (4.88%) Computer Science
4 6 (3.66%) Fintech
5 5 (3.05%) Algorithms
5 5 (3.05%) Analytical Mindset
5 5 (3.05%) Greenfield Project
5 5 (3.05%) Mobile App
5 5 (3.05%) N-Tier
6 3 (1.83%) Handset
6 3 (1.83%) Smartphone
7 2 (1.22%) Enterprise Software
7 2 (1.22%) FMCG
8 1 (0.61%) AS400
8 1 (0.61%) iPhone
8 1 (0.61%) iSeries
8 1 (0.61%) Linux Command Line
8 1 (0.61%) Public Cloud
8 1 (0.61%) VLE
Operating Systems
1 49 (29.88%) Windows
2 45 (27.44%) Windows Server
3 27 (16.46%) Windows Server 2012
4 14 (8.54%) Windows 10
5 7 (4.27%) Linux
6 4 (2.44%) Windows Server 2008
7 3 (1.83%) Windows 7
8 1 (0.61%) AIX
8 1 (0.61%) Red Hat Enterprise Linux
Processes & Methodologies
1 52 (31.71%) Business Intelligence
2 38 (23.17%) ITIL
3 36 (21.95%) Service Delivery
4 32 (19.51%) ITIL V3
4 32 (19.51%) ITSM
5 31 (18.90%) Proactive Management
5 31 (18.90%) Problem Management
5 31 (18.90%) Service Management
6 26 (15.85%) Agile Software Development
7 24 (14.63%) Data Analysis
8 16 (9.76%) Analytics
9 15 (9.15%) Business Analysis
10 14 (8.54%) Data Modelling
10 14 (8.54%) Mathematics
11 13 (7.93%) Migration
11 13 (7.93%) Statistical Modelling
12 12 (7.32%) MVC
12 12 (7.32%) Time Management
13 11 (6.71%) Integration Testing
14 10 (6.10%) SDLC
Programming Languages
1 76 (46.34%) SQL
2 23 (14.02%) PowerShell
3 14 (8.54%) Python
4 13 (7.93%) C#
4 13 (7.93%) JavaScript
4 13 (7.93%) T-SQL
5 9 (5.49%) C
6 6 (3.66%) Java
7 5 (3.05%) Bash Shell
7 5 (3.05%) Perl
7 5 (3.05%) R
7 5 (3.05%) Ruby
8 2 (1.22%) PHP
9 1 (0.61%) C++
9 1 (0.61%) RPG
9 1 (0.61%) RPG IV
9 1 (0.61%) Shell Script
9 1 (0.61%) VB
Qualifications
1 56 (34.15%) Degree
2 48 (29.27%) Security Cleared
3 46 (28.05%) DV Cleared
4 9 (5.49%) CCNA
4 9 (5.49%) Cisco Certification
4 9 (5.49%) ISTQB
4 9 (5.49%) ISTQB Foundation Certification
5 6 (3.66%) ITIL Certification
5 6 (3.66%) MCSE
5 6 (3.66%) Microsoft Certification
5 6 (3.66%) Numerate Degree
6 5 (3.05%) PhD
7 3 (1.83%) HNC
7 3 (1.83%) HND
8 2 (1.22%) Computer Science Degree
9 1 (0.61%) ISEB
9 1 (0.61%) SC Cleared
Quality Assurance & Compliance
1 5 (3.05%) PMO
2 4 (2.44%) QA
3 3 (1.83%) SLA
4 1 (0.61%) JSP 440
System Software
1 27 (16.46%) Active Directory
2 26 (15.85%) Hyper-V
3 17 (10.37%) Virtual Desktop
4 9 (5.49%) BitLocker
4 9 (5.49%) Firmware
4 9 (5.49%) Virtual Machines
4 9 (5.49%) VMware ESXi
4 9 (5.49%) VMware Infrastructure
5 1 (0.61%) Docker
Systems Management
1 23 (14.02%) SCCM
2 9 (5.49%) Microsoft Data Protection Manager
2 9 (5.49%) SCDPM
2 9 (5.49%) SCOM
2 9 (5.49%) SCVMM
2 9 (5.49%) vCenter Server
3 8 (4.88%) Forefront Identity Manager
4 6 (3.66%) Puppet
5 1 (0.61%) Opscode Chef
Vendors
1 51 (31.10%) Microsoft
2 17 (10.37%) McAfee
3 10 (6.10%) Tableau
4 9 (5.49%) Cisco
4 9 (5.49%) Citrix
4 9 (5.49%) Dell
4 9 (5.49%) VMware
5 5 (3.05%) CA Agile Central
5 5 (3.05%) MuleSoft
6 1 (0.61%) IBM
6 1 (0.61%) Oracle
6 1 (0.61%) Red Hat