Period
to 20 June 2018

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 20 June 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Bristol
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 39 47 47
Rank change year-on-year +8 0 -5
Permanent jobs citing Analytical Skills 269 220 193
As % of all permanent IT jobs advertised in Bristol 6.89% 6.04% 5.58%
As % of the Miscellaneous category 16.54% 14.95% 11.97%
Number of salaries quoted 220 175 142
Bristol median annual salary £41,500 £40,000 £37,500
Median salary % change year-on-year +3.75% +6.67% +4.17%
10th Percentile £25,000 £26,350 £21,650
90th Percentile £62,500 £62,500 £59,750
South West median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% +4.17%

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 1,626 1,472 1,613
As % of all permanent IT jobs advertised in Bristol 41.67% 40.38% 46.65%
Number of salaries quoted 1,292 1,150 1,383
Bristol median annual salary £45,000 £42,500 £42,000
Median salary % change year-on-year +5.88% +1.19% +5.00%
10th Percentile £25,000 £25,000 £24,000
90th Percentile £66,250 £65,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 20 June 2018.

Salary histogram for Analytical Skills in Bristol

For the 6 months to 20 June 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 Bristol region with a requirement for Analytical Skills.

1 122 (45.35%) Agile Software Development
2 113 (42.01%) Problem-Solving
3 97 (36.06%) SQL
4 77 (28.62%) Degree
5 67 (24.91%) Finance
6 64 (23.79%) SDLC
7 56 (20.82%) C#
8 54 (20.07%) Microsoft
9 53 (19.70%) Test Automation
10 50 (18.59%) .NET
11 45 (16.73%) HTML
11 45 (16.73%) JavaScript
11 45 (16.73%) Selenium
12 43 (15.99%) Continuous Integration
13 41 (15.24%) SQL Server
14 40 (14.87%) Business Intelligence
15 39 (14.50%) Java
16 38 (14.13%) Scrum
16 38 (14.13%) Analytical Thinking
17 34 (12.64%) CSS
18 33 (12.27%) Python
19 32 (11.90%) Microsoft Excel
19 32 (11.90%) Analytics
20 30 (11.15%) User Experience
20 30 (11.15%) Open Source
21 29 (10.78%) Git (software)
21 29 (10.78%) TDD
22 28 (10.41%) BDD
22 28 (10.41%) SQL Server Reporting Services
23 26 (9.67%) Windows

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 9 (3.35%) CMS
2 6 (2.23%) IIS
3 5 (1.86%) Apache Solr
3 5 (1.86%) Blackberry Enterprise Server
3 5 (1.86%) Drupal
3 5 (1.86%) SAS
4 4 (1.49%) Sitecore CMS
4 4 (1.49%) Umbraco
5 2 (0.74%) Apache Spark
5 2 (0.74%) Confluence
6 1 (0.37%) Apache
6 1 (0.37%) Elasticsearch
6 1 (0.37%) JBoss
6 1 (0.37%) MS Exchange
6 1 (0.37%) MS Project Server
6 1 (0.37%) SharePoint
6 1 (0.37%) Tomcat
Applications
1 32 (11.90%) Microsoft Excel
2 6 (2.23%) Adobe Illustrator
2 6 (2.23%) Photoshop
3 5 (1.86%) Microsoft Office
4 4 (1.49%) SPSS
5 3 (1.12%) MS Visio
6 2 (0.74%) Microsoft Project
7 1 (0.37%) Adobe Creative Suite
7 1 (0.37%) Spreadsheet
Business Applications
1 4 (1.49%) PeopleSoft HRMS
1 4 (1.49%) SAP HR
2 3 (1.12%) Dynamics CRM
3 2 (0.74%) Dynamics AX
4 1 (0.37%) Cognos Business Intelligence
4 1 (0.37%) Primavera
Cloud Services
1 17 (6.32%) Amazon AWS
1 17 (6.32%) Microsoft Azure
2 11 (4.09%) SaaS
3 9 (3.35%) IaaS
4 8 (2.97%) PaaS
5 5 (1.86%) Google Cloud Platform
6 4 (1.49%) Cloud Computing
6 4 (1.49%) Dynamics 365
6 4 (1.49%) Taleo
7 2 (0.74%) IBM Blueworks
7 2 (0.74%) npm
7 2 (0.74%) NuGet
7 2 (0.74%) Office 365
8 1 (0.37%) AdWords
8 1 (0.37%) Google Analytics
8 1 (0.37%) Mimecast
Communications & Networking
1 12 (4.46%) Firewall
2 9 (3.35%) SSL
2 9 (3.35%) VPN
3 8 (2.97%) VoIP
4 7 (2.60%) HTTP
5 6 (2.23%) DNS
5 6 (2.23%) ISDN
5 6 (2.23%) MPLS
5 6 (2.23%) VLAN
6 5 (1.86%) Extranet
7 4 (1.49%) FTP
7 4 (1.49%) Internet
7 4 (1.49%) Intrusion Detection
7 4 (1.49%) SMS
7 4 (1.49%) SMTP
7 4 (1.49%) TCP/IP
8 3 (1.12%) Network Security
9 2 (0.74%) DHCP
9 2 (0.74%) LAN
9 2 (0.74%) Unified Communications
Database & Business Intelligence
1 41 (15.24%) SQL Server
2 28 (10.41%) SQL Server Reporting Services
3 18 (6.69%) Relational Database
4 15 (5.58%) NoSQL
4 15 (5.58%) QlikView
5 14 (5.20%) MongoDB
6 13 (4.83%) MySQL
6 13 (4.83%) RDBMS
7 11 (4.09%) Power BI
8 10 (3.72%) Apache Cassandra
9 8 (2.97%) CouchDB
10 5 (1.86%) Data Warehouse
10 5 (1.86%) SQL Server 2008
10 5 (1.86%) SQL Server Integration Services
11 4 (1.49%) Oracle Reports
11 4 (1.49%) Spotfire
12 3 (1.12%) BusinessObjects
12 3 (1.12%) PowerPivot
13 2 (0.74%) Crystal Reports
13 2 (0.74%) PostgreSQL
Development Applications
1 45 (16.73%) Selenium
2 29 (10.78%) Git (software)
3 25 (9.29%) Jasmine
3 25 (9.29%) JIRA
4 23 (8.55%) Jenkins
5 21 (7.81%) JUnit
6 20 (7.43%) Team Foundation Server
7 19 (7.06%) Protractor
8 14 (5.20%) TestNG
9 7 (2.60%) Cucumber
9 7 (2.60%) SpecFlow
9 7 (2.60%) WebDriver
10 6 (2.23%) CruiseControl
10 6 (2.23%) TeamCity
10 6 (2.23%) Visual Studio
11 5 (1.86%) Hudson
11 5 (1.86%) NUnit
11 5 (1.86%) PHPUnit
11 5 (1.86%) SoapUI
12 4 (1.49%) Log4Net
General
1 67 (24.91%) Finance
2 19 (7.06%) Marketing
3 16 (5.95%) Telecoms
4 15 (5.58%) Manufacturing
5 14 (5.20%) Retail
6 12 (4.46%) Electronics
7 9 (3.35%) Back Office
8 8 (2.97%) Military
9 7 (2.60%) Games
10 6 (2.23%) Advertising
10 6 (2.23%) Legal
11 3 (1.12%) Aerospace
12 2 (0.74%) Banking
13 1 (0.37%) Billing
13 1 (0.37%) Dutch Language
13 1 (0.37%) Law
13 1 (0.37%) Publishing
13 1 (0.37%) Retail Banking
Job Titles
1 79 (29.37%) Analyst
2 43 (15.99%) Developer
3 28 (10.41%) Consultant
4 25 (9.29%) Data Analyst
5 21 (7.81%) Tester
6 17 (6.32%) Senior Analyst
7 16 (5.95%) Business Analyst
8 15 (5.58%) .NET Developer
9 14 (5.20%) Automation Test Lead
9 14 (5.20%) Business Intelligence Analyst
10 13 (4.83%) Architect
10 13 (4.83%) Test Automation Consultant
10 13 (4.83%) Test Consultant
11 12 (4.46%) Automation Tester
11 12 (4.46%) Software Developer
12 11 (4.09%) Test Engineer
13 10 (3.72%) IT Support
13 10 (3.72%) Software Engineer
14 9 (3.35%) Graduate
14 9 (3.35%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 50 (18.59%) .NET
2 45 (16.73%) HTML
3 34 (12.64%) CSS
4 16 (5.95%) ASP.NET
5 14 (5.20%) HTML5
6 12 (4.46%) .NET Framework
6 12 (4.46%) AngularJS
6 12 (4.46%) JSON
7 11 (4.09%) jQuery
8 10 (3.72%) ASP.NET MVC
9 7 (2.60%) Laravel
9 7 (2.60%) Web Services
9 7 (2.60%) XML
10 6 (2.23%) Ajax
10 6 (2.23%) Gherkin
11 5 (1.86%) React
11 5 (1.86%) Vue (Vue.js)
12 4 (1.49%) ASP.NET Web API
12 4 (1.49%) Kafka
12 4 (1.49%) Twitter Bootstrap
Miscellaneous
1 30 (11.15%) User Experience
2 24 (8.92%) Self-Motivation
3 19 (7.06%) Management Information System
4 18 (6.69%) Computer Science
5 7 (2.60%) Mobile App
6 5 (1.86%) Analytical Mindset
6 5 (1.86%) EPoS
7 3 (1.12%) Digital Media
7 3 (1.12%) Embedded Systems
7 3 (1.12%) Fintech
8 2 (0.74%) Algorithms
8 2 (0.74%) Blog
8 2 (0.74%) Client/Server
8 2 (0.74%) Data Structures
8 2 (0.74%) Robotics
8 2 (0.74%) Tandem
8 2 (0.74%) Wiki
9 1 (0.37%) Credit Risk
9 1 (0.37%) IPTV
9 1 (0.37%) Online Gambling
Operating Systems
1 26 (9.67%) Windows
2 16 (5.95%) Linux
3 9 (3.35%) Unix
4 5 (1.86%) Windows Server
5 2 (0.74%) Embedded Linux
5 2 (0.74%) Windows Server 2012
Processes & Methodologies
1 122 (45.35%) Agile Software Development
2 113 (42.01%) Problem-Solving
3 64 (23.79%) SDLC
4 53 (19.70%) Test Automation
5 43 (15.99%) Continuous Integration
6 40 (14.87%) Business Intelligence
7 38 (14.13%) Analytical Thinking
7 38 (14.13%) Scrum
8 32 (11.90%) Analytics
9 30 (11.15%) Open Source
10 29 (10.78%) TDD
11 28 (10.41%) BDD
12 25 (9.29%) Decision-Making
13 24 (8.92%) MVC
14 21 (7.81%) Configuration Management
14 21 (7.81%) Software Engineering
15 18 (6.69%) CRM
15 18 (6.69%) Project Management
15 18 (6.69%) Test Scripting
15 18 (6.69%) Visualisation
Programming Languages
1 97 (36.06%) SQL
2 56 (20.82%) C#
3 45 (16.73%) JavaScript
4 39 (14.50%) Java
5 33 (12.27%) Python
6 17 (6.32%) PowerShell
7 12 (4.46%) C
7 12 (4.46%) R
7 12 (4.46%) VBA
8 9 (3.35%) PHP
9 6 (2.23%) Bash Shell
9 6 (2.23%) VBScript
10 5 (1.86%) T-SQL
11 4 (1.49%) C++
11 4 (1.49%) PeopleCode
11 4 (1.49%) Shell Script
11 4 (1.49%) VB.NET
12 3 (1.12%) VB
13 1 (0.37%) Perl
13 1 (0.37%) X++
Qualifications
1 77 (28.62%) Degree
2 16 (5.95%) Security Cleared
3 11 (4.09%) ISEB
4 7 (2.60%) SC Cleared
5 5 (1.86%) Computer Science Degree
5 5 (1.86%) Numerate Degree
6 4 (1.49%) Six Sigma Green Belt
7 3 (1.12%) CCNP
7 3 (1.12%) Cisco Certification
7 3 (1.12%) ISTQB
7 3 (1.12%) Microsoft Certification
8 2 (0.74%) CCNA
8 2 (0.74%) ISTQB Foundation Certification
8 2 (0.74%) JNCIP
9 1 (0.37%) BC Cleared
9 1 (0.37%) Master's Degree
9 1 (0.37%) MCITP
9 1 (0.37%) SANS
9 1 (0.37%) TOGAF Certification
9 1 (0.37%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (5.95%) QA
2 12 (4.46%) ISO/IEC 27001
3 9 (3.35%) Data Quality
4 5 (1.86%) GDPR
4 5 (1.86%) WCAG
5 2 (0.74%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.37%) GCP
6 1 (0.37%) GPG13
6 1 (0.37%) ISO 14001
6 1 (0.37%) ISO 22301
6 1 (0.37%) ISO 31000
6 1 (0.37%) ISO 9001
6 1 (0.37%) ISO/IEC 20000
6 1 (0.37%) SLA
System Software
1 8 (2.97%) Active Directory
2 7 (2.60%) VMware Infrastructure
3 6 (2.23%) Terminal Services
4 1 (0.37%) Docker
4 1 (0.37%) Hyper-V
4 1 (0.37%) Virtual Machines
4 1 (0.37%) XenApp
Systems Management
1 5 (1.86%) WMI
2 3 (1.12%) Host Intrusion Detection System
2 3 (1.12%) Network Intrusion Detection System
3 1 (0.37%) Ansible
3 1 (0.37%) Backup Exec
3 1 (0.37%) Puppet
Vendors
1 54 (20.07%) Microsoft
2 21 (7.81%) Tableau
3 18 (6.69%) SAP
4 12 (4.46%) Oracle
5 11 (4.09%) Google
5 11 (4.09%) VMware
6 7 (2.60%) Cadence
7 5 (1.86%) Capita
8 4 (1.49%) PeopleSoft
8 4 (1.49%) Sitecore
9 2 (0.74%) Cisco
9 2 (0.74%) HP
9 2 (0.74%) IBM
9 2 (0.74%) Mitel
9 2 (0.74%) Pega
9 2 (0.74%) webMethods
10 1 (0.37%) arcserve
10 1 (0.37%) Atlassian
10 1 (0.37%) Gemalto
10 1 (0.37%) McAfee