Period
to 18 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Bristol. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Bristol
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 48 63 43
Rank change year-on-year +15 -20 -9
Permanent jobs citing Analytical Skills 226 143 228
As % of all permanent IT jobs advertised in Bristol 6.02% 4.37% 6.10%
As % of the Miscellaneous category 14.53% 10.38% 13.32%
Number of salaries quoted 179 105 146
Bristol median annual salary £40,000 £38,500 £40,000
Median salary % change year-on-year +3.90% -3.75% +14.29%
10th Percentile £27,000 £22,200 £23,000
90th Percentile £55,000 £66,250 £57,500
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 Bristol with a requirement for generic IT skills.

All Generic IT Skills
Bristol
Permanent vacancies with a requirement for generic IT skills 1555 1377 1712
As % of all permanent IT jobs advertised in Bristol 41.40% 42.05% 45.80%
Number of salaries quoted 1262 1140 1491
Bristol median annual salary £45,000 £44,000 £41,500
Median salary % change year-on-year +2.27% +6.02% +3.75%
10th Percentile £25,000 £26,250 £25,500
90th Percentile £67,500 £75,000 £71,250
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Analytical Skills
Job Vacancy Trend in Bristol

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Analytical Skills in Bristol

Analytical Skills
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Bristol.

Salary trend for Analytical Skills in Bristol

Analytical Skills
Salary Histogram in Bristol

The salary distribution of IT jobs citing Analytical Skills in Bristol over the 6 months to 18 December 2017.

Salary histogram for Analytical Skills in Bristol

Analytical Skills
Job Locations in Bristol

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Bristol region over the 6 months to 18 December 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
Avonmouth - 1 £45,000 -
Analytical Skills
South West

For the 6 months to 18 December 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 Bristol region with a requirement for Analytical Skills.

1 95 (42.04%) Agile Software Development
2 83 (36.73%) SQL
3 65 (28.76%) Degree
4 61 (26.99%) C#
5 57 (25.22%) .NET
6 43 (19.03%) Test Automation
7 41 (18.14%) Java
8 40 (17.70%) Analytical Thinking
9 39 (17.26%) JavaScript
9 39 (17.26%) Finance
10 38 (16.81%) Microsoft
10 38 (16.81%) Selenium
11 35 (15.49%) HTML
12 34 (15.04%) SQL Server
12 34 (15.04%) CSS
13 33 (14.60%) Continuous Integration
14 30 (13.27%) SDLC
15 28 (12.39%) Software Engineering
16 26 (11.50%) Scrum
16 26 (11.50%) Analytics
17 25 (11.06%) Business Intelligence
18 24 (10.62%) Security Cleared
19 22 (9.73%) ASP.NET
20 21 (9.29%) Software Testing
20 21 (9.29%) TDD
20 21 (9.29%) QA
20 21 (9.29%) NoSQL
21 20 (8.85%) Git (software)
22 19 (8.41%) JUnit
22 19 (8.41%) ITIL

Analytical Skills
Co-occurring IT Skills in Bristol 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 12 (5.31%) SAS
2 8 (3.54%) SharePoint
3 3 (1.33%) Apache Spark
4 2 (0.88%) IIS
4 2 (0.88%) SharePoint 2013
5 1 (0.44%) BizTalk Server
5 1 (0.44%) Confluence
5 1 (0.44%) OpenStack
Applications
1 16 (7.08%) Microsoft Excel
2 10 (4.42%) Microsoft Office
3 6 (2.65%) Spreadsheet
4 5 (2.21%) Houdini
4 5 (2.21%) Maya
4 5 (2.21%) NUKE
4 5 (2.21%) Photoshop
4 5 (2.21%) SPSS
5 2 (0.88%) Microsoft Project
5 2 (0.88%) MS Visio
6 1 (0.44%) Simulink
Business Applications
1 7 (3.10%) Visualfiles
2 1 (0.44%) Cognos Business Intelligence
2 1 (0.44%) Cognos TM1
2 1 (0.44%) SAP InfiniteInsight
2 1 (0.44%) WebTrends
Cloud Services
1 17 (7.52%) Microsoft Azure
2 15 (6.64%) Amazon AWS
3 12 (5.31%) IaaS
3 12 (5.31%) PaaS
3 12 (5.31%) SaaS
4 5 (2.21%) Google Cloud Platform
5 4 (1.77%) Cloud Computing
5 4 (1.77%) Google Analytics
6 1 (0.44%) Adobe Analytics
6 1 (0.44%) GitHub
Communications & Networking
1 17 (7.52%) HTTP
2 13 (5.75%) Firewall
3 10 (4.42%) Internet
3 10 (4.42%) SSL
3 10 (4.42%) VPN
4 8 (3.54%) DNS
4 8 (3.54%) SMS
5 7 (3.10%) FTP
6 6 (2.65%) LAN
6 6 (2.65%) WAN
7 3 (1.33%) IP Telephony
7 3 (1.33%) ISDN
7 3 (1.33%) MPLS
7 3 (1.33%) VLAN
7 3 (1.33%) VoIP
8 2 (0.88%) AMQP
8 2 (0.88%) iSCSI
8 2 (0.88%) Network Security
9 1 (0.44%) DHCP
9 1 (0.44%) PPP
Database & Business Intelligence
1 34 (15.04%) SQL Server
2 21 (9.29%) NoSQL
3 18 (7.96%) Relational Database
4 11 (4.87%) RDBMS
5 10 (4.42%) Apache Cassandra
5 10 (4.42%) CouchDB
5 10 (4.42%) MongoDB
6 8 (3.54%) QlikView
7 7 (3.10%) BusinessObjects
7 7 (3.10%) Crystal Reports
7 7 (3.10%) SQL Server Integration Services
7 7 (3.10%) SQL Server Reporting Services
8 4 (1.77%) Big Data
9 3 (1.33%) Apache Hive
9 3 (1.33%) BigQuery
9 3 (1.33%) Data Warehouse
9 3 (1.33%) GIS
9 3 (1.33%) Hadoop
9 3 (1.33%) Impala
9 3 (1.33%) MySQL
Development Applications
1 38 (16.81%) Selenium
2 20 (8.85%) Git (software)
3 19 (8.41%) JUnit
4 18 (7.96%) Jenkins
5 17 (7.52%) Jasmine
5 17 (7.52%) Team Foundation Server
6 13 (5.75%) Cucumber
7 12 (5.31%) Protractor
7 12 (5.31%) TestNG
8 11 (4.87%) SpecFlow
9 10 (4.42%) Atlassian Bamboo
9 10 (4.42%) MSBuild
10 9 (3.98%) Mercurial
11 5 (2.21%) CruiseControl
11 5 (2.21%) Hudson
11 5 (2.21%) NUnit
11 5 (2.21%) TeamCity
12 4 (1.77%) JIRA
12 4 (1.77%) Rational DOORS
13 3 (1.33%) Visual Studio
General
1 39 (17.26%) Finance
2 18 (7.96%) Marketing
3 11 (4.87%) Manufacturing
4 10 (4.42%) Telecoms
5 9 (3.98%) Legal
6 8 (3.54%) Electronics
6 8 (3.54%) Law
7 6 (2.65%) Back Office
8 5 (2.21%) Advertising
9 4 (1.77%) Banking
9 4 (1.77%) Retail
10 2 (0.88%) Games
11 1 (0.44%) Aerospace
11 1 (0.44%) Military
11 1 (0.44%) Retail Banking
Job Titles
1 81 (35.84%) Analyst
2 25 (11.06%) Developer
3 20 (8.85%) Tester
4 18 (7.96%) Software Engineer
5 17 (7.52%) Data Analyst
6 15 (6.64%) Test Analyst
7 13 (5.75%) C# Developer
8 12 (5.31%) Software Developer
9 11 (4.87%) Automation Tester
10 10 (4.42%) .NET Developer
10 10 (4.42%) Information Analyst
10 10 (4.42%) Senior Analyst
10 10 (4.42%) Test Engineer
11 9 (3.98%) Architect
11 9 (3.98%) C# .NET Developer
11 9 (3.98%) Graduate
11 9 (3.98%) Security Analyst
11 9 (3.98%) Software Tester
11 9 (3.98%) Support Engineer
12 8 (3.54%) Solutions Architect
Libraries, Frameworks & Software Standards
1 57 (25.22%) .NET
2 35 (15.49%) HTML
3 34 (15.04%) CSS
4 22 (9.73%) ASP.NET
5 15 (6.64%) ASP.NET MVC
5 15 (6.64%) Gherkin
6 14 (6.19%) JSON
7 12 (5.31%) AngularJS
7 12 (5.31%) REST
8 11 (4.87%) RabbitMQ
9 9 (3.98%) HTML5
9 9 (3.98%) Kafka
9 9 (3.98%) Web Services
9 9 (3.98%) XML
10 8 (3.54%) jQuery
11 7 (3.10%) RESTful
12 5 (2.21%) Velocity
13 4 (1.77%) .NET Framework
13 4 (1.77%) Spring
14 3 (1.33%) JSP
Miscellaneous
1 15 (6.64%) User Experience
2 11 (4.87%) Computer Science
3 8 (3.54%) Data Protection Act
4 7 (3.10%) Cyber Defence
5 6 (2.65%) Management Information System
6 5 (2.21%) Algorithms
6 5 (2.21%) Analytical Mindset
6 5 (2.21%) Animation
7 4 (1.77%) Hedge funds
7 4 (1.77%) Photography
8 3 (1.33%) Blog
8 3 (1.33%) Driving Licence
8 3 (1.33%) Video\Live Streaming
8 3 (1.33%) Wiki
9 2 (0.88%) Embedded Systems
9 2 (0.88%) Fintech
9 2 (0.88%) FMCG
9 2 (0.88%) PKI
9 2 (0.88%) Replication
10 1 (0.44%) Mobile App
Operating Systems
1 18 (7.96%) Windows
2 12 (5.31%) Linux
3 6 (2.65%) Windows Server
3 6 (2.65%) Windows Server 2012
4 5 (2.21%) CentOS
4 5 (2.21%) Windows 7
5 2 (0.88%) Embedded Linux
5 2 (0.88%) Windows Server 2008
6 1 (0.44%) Android
Processes & Methodologies
1 95 (42.04%) Agile Software Development
2 43 (19.03%) Test Automation
3 40 (17.70%) Analytical Thinking
4 33 (14.60%) Continuous Integration
5 30 (13.27%) SDLC
6 28 (12.39%) Software Engineering
7 26 (11.50%) Analytics
7 26 (11.50%) Scrum
8 25 (11.06%) Business Intelligence
9 21 (9.29%) Software Testing
9 21 (9.29%) TDD
10 19 (8.41%) ITIL
10 19 (8.41%) Open Source
11 18 (7.96%) DevOps
11 18 (7.96%) MVC
11 18 (7.96%) OO
12 17 (7.52%) BDD
12 17 (7.52%) Continuous Improvement
12 17 (7.52%) Information Security
13 15 (6.64%) Time Management
Programming Languages
1 83 (36.73%) SQL
2 61 (26.99%) C#
3 41 (18.14%) Java
4 39 (17.26%) JavaScript
5 19 (8.41%) Python
6 11 (4.87%) PowerShell
7 9 (3.98%) T-SQL
8 8 (3.54%) R
8 8 (3.54%) VB.NET
9 7 (3.10%) C
9 7 (3.10%) Shell Script
10 5 (2.21%) MATLAB
10 5 (2.21%) VB
11 4 (1.77%) VBA
12 3 (1.33%) C++
13 2 (0.88%) Bash Shell
13 2 (0.88%) VBScript
14 1 (0.44%) Ada
14 1 (0.44%) PHP
Qualifications
1 65 (28.76%) Degree
2 24 (10.62%) Security Cleared
3 19 (8.41%) SC Cleared
4 10 (4.42%) ISTQB
5 9 (3.98%) ISTQB Foundation Certification
6 8 (3.54%) ISEB
7 6 (2.65%) Computer Science Degree
7 6 (2.65%) ISO 27001 Lead Auditor
7 6 (2.65%) ISO 27001 Lead Implementer
8 4 (1.77%) Master's Degree
8 4 (1.77%) Microsoft Certification
8 4 (1.77%) Postgraduate
9 3 (1.33%) A+ Certification
9 3 (1.33%) MCITP
9 3 (1.33%) MCSA
9 3 (1.33%) Numerate Degree
10 2 (0.88%) CISSP
10 2 (0.88%) PMI Certification
10 2 (0.88%) PMP
10 2 (0.88%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 21 (9.29%) QA
2 7 (3.10%) GPG13
3 6 (2.65%) GDPR
3 6 (2.65%) ISO/IEC 27001
3 6 (2.65%) PCI DSS
4 5 (2.21%) PMO
5 4 (1.77%) Data Quality
6 3 (1.33%) SLA
7 2 (0.88%) HL7
8 1 (0.44%) ECSS
8 1 (0.44%) ISO 9000
System Software
1 14 (6.19%) Active Directory
2 7 (3.10%) NFS
2 7 (3.10%) Snort
3 5 (2.21%) Firmware
3 5 (2.21%) Samba
3 5 (2.21%) VMware Infrastructure
4 4 (1.77%) Terminal Services
4 4 (1.77%) XenApp
5 3 (1.33%) Docker
6 2 (0.88%) VMware ESXi
Systems Management
1 10 (4.42%) Host Intrusion Detection System
2 7 (3.10%) ArcSight ESM
2 7 (3.10%) RSA Archer
2 7 (3.10%) RSA enVision
2 7 (3.10%) RSA Security Analytics
2 7 (3.10%) Symantec Endpoint Protection
3 3 (1.33%) Network Intrusion Detection System
4 2 (0.88%) vMotion
5 1 (0.44%) Ansible
5 1 (0.44%) HP Quality Center
Vendors
1 38 (16.81%) Microsoft
2 11 (4.87%) SAP
3 9 (3.98%) Google
3 9 (3.98%) VMware
4 7 (3.10%) ArcSight
4 7 (3.10%) LogLogic
4 7 (3.10%) Sourcefire
4 7 (3.10%) Symantec
4 7 (3.10%) Tableau
4 7 (3.10%) Trend Micro
5 6 (2.65%) Cadence
6 5 (2.21%) Citrix
6 5 (2.21%) Oracle
6 5 (2.21%) Red Hat
7 2 (0.88%) Cognos
7 2 (0.88%) Informatica
7 2 (0.88%) NetApp
7 2 (0.88%) Nintex
7 2 (0.88%) Remedy
8 1 (0.44%) Genesys