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

Analytical Skills
South West > Bristol
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 42 51 55
Rank change year-on-year +9 +4 -11
Permanent jobs citing Analytical Skills 251 229 153
As % of all permanent IT jobs advertised in Bristol 6.81% 6.06% 4.77%
As % of the Miscellaneous category 16.02% 13.85% 10.41%
Number of salaries quoted 216 179 116
Bristol median annual salary £43,750 £40,000 £40,000
Median salary % change year-on-year +9.38% - +6.67%
10th Percentile £26,500 £27,500 £22,500
90th Percentile £67,500 £55,000 £71,875
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 1,567 1,654 1,470
As % of all permanent IT jobs advertised in Bristol 42.50% 43.80% 45.84%
Number of salaries quoted 1,218 1,314 1,285
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,175 £24,000 £24,000
90th Percentile £67,500 £67,500 £70,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 19 October 2018.

Salary histogram for Analytical Skills in Bristol

For the 6 months to 19 October 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.

1 104 (41.43%) Agile Software Development
2 92 (36.65%) Problem-Solving
3 84 (33.47%) SQL
4 72 (28.69%) Finance
5 54 (21.51%) Microsoft
6 52 (20.72%) Business Intelligence
7 51 (20.32%) SQL Server
7 51 (20.32%) SDLC
8 44 (17.53%) C#
9 43 (17.13%) HTML
9 43 (17.13%) .NET
9 43 (17.13%) Degree
10 37 (14.74%) User Experience
11 36 (14.34%) Project Management
12 35 (13.94%) JavaScript
12 35 (13.94%) Scrum
13 33 (13.15%) Test Automation
14 32 (12.75%) Analytics
15 30 (11.95%) JIRA
15 30 (11.95%) Analytical Thinking
16 29 (11.55%) Python
17 27 (10.76%) MVC
17 27 (10.76%) Decision-Making
18 26 (10.36%) Microsoft Azure
18 26 (10.36%) Continuous Integration
19 25 (9.96%) Microsoft Excel
19 25 (9.96%) CSS
20 24 (9.56%) Selenium
21 23 (9.16%) Relational Database
21 23 (9.16%) Stakeholder Management

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 11 (4.38%) CMS
2 8 (3.19%) SAS
3 6 (2.39%) Sitecore CMS
3 6 (2.39%) Umbraco
4 5 (1.99%) Blackberry Enterprise Server
4 5 (1.99%) Drupal
5 4 (1.59%) Apache Solr
6 3 (1.20%) Apache Spark
7 1 (0.40%) Elasticsearch
7 1 (0.40%) SharePoint
7 1 (0.40%) Skype for Business
Applications
1 25 (9.96%) Microsoft Excel
2 8 (3.19%) Microsoft Office
3 7 (2.79%) SPSS
4 5 (1.99%) Microsoft Project
5 4 (1.59%) Microsoft PowerPoint
5 4 (1.59%) MS Visio
6 3 (1.20%) Adobe Illustrator
6 3 (1.20%) Photoshop
7 1 (0.40%) Adobe Creative Suite
Business Applications
1 6 (2.39%) Dynamics CRM
2 2 (0.80%) Primavera
3 1 (0.40%) WebTrends
Cloud Services
1 26 (10.36%) Microsoft Azure
2 19 (7.57%) Amazon AWS
3 16 (6.37%) SaaS
4 14 (5.58%) IaaS
5 12 (4.78%) PaaS
6 7 (2.79%) Google Cloud Platform
7 4 (1.59%) Cloud Computing
8 3 (1.20%) Dynamics 365
8 3 (1.20%) npm
8 3 (1.20%) NuGet
8 3 (1.20%) Office 365
9 1 (0.40%) AdWords
9 1 (0.40%) Amazon CloudWatch
9 1 (0.40%) AWS CloudFormation
9 1 (0.40%) Datadog
9 1 (0.40%) Google Analytics
9 1 (0.40%) Loggly
Communications & Networking
1 14 (5.58%) HTTP
2 11 (4.38%) SSL
3 9 (3.59%) DNS
4 7 (2.79%) TCP/IP
5 6 (2.39%) Firewall
5 6 (2.39%) FTP
5 6 (2.39%) SMTP
6 4 (1.59%) Extranet
6 4 (1.59%) Internet
6 4 (1.59%) Intrusion Detection
7 3 (1.20%) Network Security
8 2 (0.80%) DHCP
9 1 (0.40%) HbbTV
9 1 (0.40%) Reverse Proxy
9 1 (0.40%) Skype
9 1 (0.40%) SMS
9 1 (0.40%) VoIP
Database & Business Intelligence
1 51 (20.32%) SQL Server
2 23 (9.16%) Relational Database
3 22 (8.76%) SQL Server Reporting Services
4 19 (7.57%) NoSQL
5 18 (7.17%) RDBMS
6 17 (6.77%) MongoDB
6 17 (6.77%) QlikView
7 15 (5.98%) MySQL
8 13 (5.18%) Apache Cassandra
9 12 (4.78%) CouchDB
9 12 (4.78%) Power BI
10 8 (3.19%) BusinessObjects
11 7 (2.79%) Spotfire
12 5 (1.99%) Big Data
12 5 (1.99%) Data Warehouse
12 5 (1.99%) SQL Server 2008
13 4 (1.59%) PowerPivot
14 3 (1.20%) Amazon DynamoDB
14 3 (1.20%) Hadoop
14 3 (1.20%) MariaDB
Development Applications
1 30 (11.95%) JIRA
2 24 (9.56%) Selenium
3 21 (8.37%) Git (software)
4 19 (7.57%) Jenkins
5 18 (7.17%) Team Foundation Server
6 13 (5.18%) Protractor
7 9 (3.59%) Jasmine
7 9 (3.59%) JUnit
8 8 (3.19%) TestNG
9 7 (2.79%) WebDriver
10 6 (2.39%) Log4Net
11 5 (1.99%) Atlassian Bamboo
11 5 (1.99%) SoapUI
12 4 (1.59%) Maven
12 4 (1.59%) Mercurial
12 4 (1.59%) MSBuild
12 4 (1.59%) PHPUnit
12 4 (1.59%) SpecFlow
12 4 (1.59%) Visual Studio
13 3 (1.20%) Moq
General
1 72 (28.69%) Finance
2 21 (8.37%) Marketing
2 21 (8.37%) Retail
3 18 (7.17%) Manufacturing
4 13 (5.18%) Telecoms
5 12 (4.78%) Electronics
6 7 (2.79%) Banking
7 5 (1.99%) Aerospace
8 4 (1.59%) Billing
9 2 (0.80%) Back Office
9 2 (0.80%) Legal
9 2 (0.80%) Local Government
9 2 (0.80%) Military
10 1 (0.40%) Advertising
10 1 (0.40%) French Language
10 1 (0.40%) Games
10 1 (0.40%) Law
Job Titles
1 73 (29.08%) Analyst
2 37 (14.74%) Developer
3 26 (10.36%) Consultant
4 21 (8.37%) Business Analyst
5 17 (6.77%) .NET Developer
6 16 (6.37%) Senior Consultant
7 15 (5.98%) Data Analyst
8 12 (4.78%) Product Manager
8 12 (4.78%) Support Analyst
9 11 (4.38%) Architect
10 10 (3.98%) Graduate
10 10 (3.98%) Senior Analyst
10 10 (3.98%) Test Engineer
10 10 (3.98%) Tester
11 9 (3.59%) Business Intelligence Analyst
12 8 (3.19%) Automation Test Lead
13 7 (2.79%) Data Analytics Consultant
13 7 (2.79%) Senior Test Automation Consultant
13 7 (2.79%) Senior Test Consultant
13 7 (2.79%) Test Automation Consultant
Libraries, Frameworks & Software Standards
1 43 (17.13%) .NET
1 43 (17.13%) HTML
2 25 (9.96%) CSS
3 17 (6.77%) ASP.NET
4 14 (5.58%) .NET Framework
4 14 (5.58%) JSON
5 13 (5.18%) AngularJS
5 13 (5.18%) HTML5
6 12 (4.78%) ASP.NET MVC
7 9 (3.59%) XML
8 7 (2.79%) Ajax
8 7 (2.79%) React
9 6 (2.39%) Razor View Engine
10 5 (1.99%) Laravel
10 5 (1.99%) REST
10 5 (1.99%) Web Services
11 4 (1.59%) Kafka
11 4 (1.59%) Spring
11 4 (1.59%) Spring Boot
11 4 (1.59%) Struts
Miscellaneous
1 37 (14.74%) User Experience
2 20 (7.97%) Computer Science
3 15 (5.98%) Self-Motivation
4 14 (5.58%) Management Information System
5 10 (3.98%) Mobile App
6 9 (3.59%) Analytical Mindset
7 6 (2.39%) Fintech
8 5 (1.99%) Data Structures
9 4 (1.59%) EPoS
9 4 (1.59%) Public Cloud
10 2 (0.80%) Algorithms
10 2 (0.80%) Digital Media
11 1 (0.40%) Embedded Systems
11 1 (0.40%) Enterprise Software
11 1 (0.40%) Online Gambling
11 1 (0.40%) Over-the-Top Content
11 1 (0.40%) Security Operations Centre
11 1 (0.40%) Smart City
11 1 (0.40%) Smart Home
11 1 (0.40%) Wiki
Operating Systems
1 20 (7.97%) Windows
2 15 (5.98%) Linux
3 13 (5.18%) Unix
4 4 (1.59%) Windows Server
5 2 (0.80%) Red Hat Enterprise Linux
6 1 (0.40%) CentOS
6 1 (0.40%) DC/OS
6 1 (0.40%) Solaris
6 1 (0.40%) Ubuntu
6 1 (0.40%) Windows 7
6 1 (0.40%) Windows Server 2008
6 1 (0.40%) Windows Server 2012
Processes & Methodologies
1 104 (41.43%) Agile Software Development
2 92 (36.65%) Problem-Solving
3 52 (20.72%) Business Intelligence
4 51 (20.32%) SDLC
5 36 (14.34%) Project Management
6 35 (13.94%) Scrum
7 33 (13.15%) Test Automation
8 32 (12.75%) Analytics
9 30 (11.95%) Analytical Thinking
10 27 (10.76%) Decision-Making
10 27 (10.76%) MVC
11 26 (10.36%) Continuous Integration
12 23 (9.16%) Stakeholder Management
13 22 (8.76%) TDD
14 20 (7.97%) DevOps
14 20 (7.97%) Software Engineering
15 18 (7.17%) BDD
16 17 (6.77%) Mentoring
17 15 (5.98%) CRM
18 14 (5.58%) OO
Programming Languages
1 84 (33.47%) SQL
2 44 (17.53%) C#
3 35 (13.94%) JavaScript
4 29 (11.55%) Python
5 21 (8.37%) Java
6 12 (4.78%) PowerShell
6 12 (4.78%) R
7 8 (3.19%) PHP
7 8 (3.19%) Shell Script
8 7 (2.79%) VBA
9 6 (2.39%) Bash Shell
9 6 (2.39%) T-SQL
9 6 (2.39%) VB.NET
9 6 (2.39%) VBScript
10 2 (0.80%) C
11 1 (0.40%) C++
Qualifications
1 43 (17.13%) Degree
2 16 (6.37%) Security Cleared
3 12 (4.78%) Computer Science Degree
4 9 (3.59%) SC Cleared
5 5 (1.99%) ISEB
6 4 (1.59%) PMI Certification
6 4 (1.59%) PMP
7 3 (1.20%) CISSP
8 2 (0.80%) ISTQB
8 2 (0.80%) Master's Degree
8 2 (0.80%) Microsoft Certification
8 2 (0.80%) SANS
8 2 (0.80%) Six Sigma Green Belt
9 1 (0.40%) A+ Certification
9 1 (0.40%) CISM
9 1 (0.40%) ISTQB Foundation Certification
9 1 (0.40%) MBA
9 1 (0.40%) MCITP
9 1 (0.40%) PRINCE2 Practitioner
9 1 (0.40%) SSCP
Quality Assurance & Compliance
1 20 (7.97%) QA
2 16 (6.37%) Data Quality
3 10 (3.98%) ISO/IEC 27001
4 5 (1.99%) WCAG
5 2 (0.80%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 2 (0.80%) SLA
6 1 (0.40%) GDPR
6 1 (0.40%) GPG13
6 1 (0.40%) ISO 22301
System Software
1 5 (1.99%) Hyper-V
2 3 (1.20%) Active Directory
3 2 (0.80%) Docker
4 1 (0.40%) Virtual Machines
4 1 (0.40%) VirtualBox
4 1 (0.40%) VMware Infrastructure
Systems Management
1 5 (1.99%) Puppet
1 5 (1.99%) WMI
2 3 (1.20%) Host Intrusion Detection System
2 3 (1.20%) Network Intrusion Detection System
3 2 (0.80%) Kubernetes
4 1 (0.40%) AirWatch
4 1 (0.40%) Ansible
4 1 (0.40%) Docker Swarm
4 1 (0.40%) Opscode Chef
4 1 (0.40%) Packer
4 1 (0.40%) Terraform
Vendors
1 54 (21.51%) Microsoft
2 22 (8.76%) Tableau
3 14 (5.58%) Oracle
3 14 (5.58%) SAP
4 9 (3.59%) Google
5 6 (2.39%) Sitecore
6 4 (1.59%) Salesforce.com
7 3 (1.20%) Cognos
8 2 (0.80%) Baan
8 2 (0.80%) Cadence
8 2 (0.80%) Informatica
8 2 (0.80%) Lumesse
8 2 (0.80%) Splunk
8 2 (0.80%) VMware
9 1 (0.40%) Adobe
9 1 (0.40%) BT
9 1 (0.40%) New Relic
9 1 (0.40%) Red Hat
9 1 (0.40%) TIBCO
9 1 (0.40%) Xerox