Period
to 18 December 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 18 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Bristol
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 51 49 65
Rank change year-on-year -2 +16 -21
Permanent jobs citing Analytical Skills 214 226 143
As % of all permanent IT jobs advertised in Bristol 5.87% 6.02% 4.37%
As % of the Miscellaneous category 15.52% 15.11% 10.22%
Number of salaries quoted 176 179 105
Bristol median annual salary £45,000 £40,000 £38,500
Median salary % change year-on-year +12.50% +3.90% -3.75%
10th Percentile £27,375 £27,000 £22,200
90th Percentile £67,500 £55,000 £66,250
South West median annual salary £43,750 £40,000 £40,000
% change year-on-year +9.38% - -

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 1,379 1,496 1,399
As % of all permanent IT jobs advertised in Bristol 37.83% 39.83% 42.72%
Number of salaries quoted 1,060 1,208 1,154
Bristol median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +4.76%
10th Percentile £27,500 £26,250 £26,750
90th Percentile £70,000 £67,500 £75,000
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 2018.

Salary histogram for Analytical Skills in Bristol

For the 6 months to 18 December 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 75 (35.05%) Agile Software Development
2 66 (30.84%) Problem-Solving
3 63 (29.44%) Finance
3 63 (29.44%) SQL
4 47 (21.96%) Business Intelligence
5 46 (21.50%) Microsoft
6 36 (16.82%) Analytics
7 35 (16.36%) Project Management
8 33 (15.42%) SQL Server
8 33 (15.42%) User Experience
9 32 (14.95%) Stakeholder Management
10 30 (14.02%) Degree
10 30 (14.02%) SDLC
11 28 (13.08%) Tableau
12 27 (12.62%) Scrum
13 24 (11.21%) HTML
13 24 (11.21%) Microsoft Azure
14 23 (10.75%) C#
14 23 (10.75%) .NET
14 23 (10.75%) Marketing
14 23 (10.75%) Analytical Thinking
15 20 (9.35%) Amazon AWS
16 19 (8.88%) QlikView
17 18 (8.41%) JavaScript
17 18 (8.41%) JIRA
17 18 (8.41%) Data Quality
17 18 (8.41%) Data Analytics
18 17 (7.94%) DevOps
18 17 (7.94%) Data Governance
18 17 (7.94%) Computer Science

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 (5.61%) SAS
2 8 (3.74%) SharePoint
3 3 (1.40%) CMS
3 3 (1.40%) Sitecore CMS
3 3 (1.40%) Umbraco
4 2 (0.93%) Apache Spark
5 1 (0.47%) Apache Solr
5 1 (0.47%) Skype for Business
Applications
1 13 (6.07%) Microsoft Excel
2 11 (5.14%) SPSS
3 9 (4.21%) Microsoft PowerPoint
4 7 (3.27%) Microsoft Office
5 5 (2.34%) Microsoft Project
6 4 (1.87%) MS Visio
7 1 (0.47%) Adobe Illustrator
7 1 (0.47%) Photoshop
Business Applications
1 3 (1.40%) Dynamics CRM
1 3 (1.40%) FastStats
2 2 (0.93%) WebTrends
3 1 (0.47%) Primavera
Cloud Services
1 24 (11.21%) Microsoft Azure
2 20 (9.35%) Amazon AWS
3 11 (5.14%) SaaS
4 10 (4.67%) IaaS
5 8 (3.74%) Google Cloud Platform
5 8 (3.74%) PaaS
6 6 (2.80%) Office 365
7 3 (1.40%) Amazon CloudWatch
7 3 (1.40%) AWS CloudFormation
7 3 (1.40%) Datadog
8 1 (0.47%) Cloud Computing
8 1 (0.47%) Dynamics 365
8 1 (0.47%) Loggly
8 1 (0.47%) npm
8 1 (0.47%) NuGet
Communications & Networking
1 14 (6.54%) DNS
2 12 (5.61%) TCP/IP
3 11 (5.14%) HTTP
4 10 (4.67%) DHCP
5 9 (4.21%) SSL
6 3 (1.40%) FTP
6 3 (1.40%) SMTP
7 2 (0.93%) Firewall
8 1 (0.47%) Extranet
8 1 (0.47%) HbbTV
8 1 (0.47%) Internet
8 1 (0.47%) Reverse Proxy
8 1 (0.47%) Skype
8 1 (0.47%) VoIP
Database & Business Intelligence
1 33 (15.42%) SQL Server
2 19 (8.88%) QlikView
3 16 (7.48%) MySQL
4 14 (6.54%) Relational Database
5 12 (5.61%) NoSQL
6 11 (5.14%) Data Warehouse
6 11 (5.14%) RDBMS
6 11 (5.14%) Spotfire
7 9 (4.21%) BusinessObjects
7 9 (4.21%) MongoDB
8 8 (3.74%) Apache Cassandra
8 8 (3.74%) CouchDB
8 8 (3.74%) Power BI
9 5 (2.34%) Big Data
9 5 (2.34%) JasperReports
9 5 (2.34%) PostgreSQL
10 4 (1.87%) SQL Server Reporting Services
11 3 (1.40%) Amazon DynamoDB
11 3 (1.40%) Amazon RDS
11 3 (1.40%) MariaDB
Development Applications
1 18 (8.41%) JIRA
2 16 (7.48%) Git (software)
3 13 (6.07%) Jenkins
4 11 (5.14%) Team Foundation Server
5 8 (3.74%) Atlassian Bamboo
6 6 (2.80%) Selenium
7 5 (2.34%) JUnit
7 5 (2.34%) Mercurial
7 5 (2.34%) MSBuild
8 4 (1.87%) Maven
9 3 (1.40%) Jasmine
9 3 (1.40%) Log4Net
9 3 (1.40%) Protractor
9 3 (1.40%) SpecFlow
9 3 (1.40%) TestNG
9 3 (1.40%) Travis CI
9 3 (1.40%) Vagrant
9 3 (1.40%) Visual Studio
10 2 (0.93%) NUnit
10 2 (0.93%) Visual Studio Coded UI
General
1 63 (29.44%) Finance
2 23 (10.75%) Marketing
3 15 (7.01%) Retail
4 13 (6.07%) Manufacturing
5 10 (4.67%) Aerospace
5 10 (4.67%) Electronics
6 9 (4.21%) Telecoms
7 7 (3.27%) Banking
8 3 (1.40%) Billing
9 2 (0.93%) Back Office
9 2 (0.93%) Local Government
10 1 (0.47%) French Language
10 1 (0.47%) Legal
Job Titles
1 60 (28.04%) Analyst
2 33 (15.42%) Developer
3 23 (10.75%) Consultant
4 19 (8.88%) Business Analyst
5 16 (7.48%) Architect
5 16 (7.48%) Product Manager
6 15 (7.01%) Senior Consultant
6 15 (7.01%) Solutions Architect
7 12 (5.61%) Support Analyst
8 11 (5.14%) Analytics Consultant
8 11 (5.14%) Data Analytics Consultant
8 11 (5.14%) Data Consultant
8 11 (5.14%) Senior Data Analytics Consultant
9 9 (4.21%) .NET Developer
10 8 (3.74%) Graduate
10 8 (3.74%) Senior Analyst
11 7 (3.27%) Data Analyst
11 7 (3.27%) Software Product Manager
12 6 (2.80%) Systems Analyst
13 5 (2.34%) Business Systems Analyst
Libraries, Frameworks & Software Standards
1 24 (11.21%) HTML
2 23 (10.75%) .NET
3 15 (7.01%) CSS
4 10 (4.67%) ASP.NET
4 10 (4.67%) JSON
5 9 (4.21%) .NET Framework
6 8 (3.74%) AngularJS
6 8 (3.74%) ASP.NET MVC
6 8 (3.74%) HTML5
7 7 (3.27%) XML
8 6 (2.80%) REST
9 5 (2.34%) Hibernate
10 4 (1.87%) Ajax
10 4 (1.87%) Django
10 4 (1.87%) LDAP
10 4 (1.87%) RabbitMQ
10 4 (1.87%) React
10 4 (1.87%) Spring
10 4 (1.87%) Struts
10 4 (1.87%) Web Services
Miscellaneous
1 33 (15.42%) User Experience
2 15 (7.01%) Self-Motivation
3 8 (3.74%) Analytical Mindset
4 6 (2.80%) Fintech
4 6 (2.80%) Mobile App
5 5 (2.34%) Management Information System
6 4 (1.87%) Data Structures
6 4 (1.87%) Public Cloud
7 3 (1.40%) Algorithms
8 2 (0.93%) Security Operations Centre
9 1 (0.47%) Cybercrime
9 1 (0.47%) Enterprise Software
9 1 (0.47%) EPoS
9 1 (0.47%) Mainframe
9 1 (0.47%) Over-the-Top Content
9 1 (0.47%) Smart City
9 1 (0.47%) Smart Home
9 1 (0.47%) Social Media
9 1 (0.47%) Tandem
Operating Systems
1 12 (5.61%) Windows
2 10 (4.67%) Unix
3 9 (4.21%) Linux
4 7 (3.27%) Red Hat Enterprise Linux
5 5 (2.34%) Windows Server
6 4 (1.87%) Solaris
6 4 (1.87%) Windows Server 2008
7 3 (1.40%) CentOS
7 3 (1.40%) DC/OS
7 3 (1.40%) Ubuntu
8 2 (0.93%) Windows Server 2012
9 1 (0.47%) Windows 7
Processes & Methodologies
1 75 (35.05%) Agile Software Development
2 66 (30.84%) Problem-Solving
3 47 (21.96%) Business Intelligence
4 36 (16.82%) Analytics
5 35 (16.36%) Project Management
6 32 (14.95%) Stakeholder Management
7 30 (14.02%) SDLC
8 27 (12.62%) Scrum
9 23 (10.75%) Analytical Thinking
10 18 (8.41%) Data Analytics
11 17 (7.94%) Computer Science
11 17 (7.94%) Data Governance
11 17 (7.94%) Decision-Making
11 17 (7.94%) DevOps
12 15 (7.01%) Data Cleansing
12 15 (7.01%) TDD
13 14 (6.54%) Visualisation
14 13 (6.07%) SIEM
14 13 (6.07%) Stakeholder Engagement
14 13 (6.07%) TOGAF
Programming Languages
1 63 (29.44%) SQL
2 23 (10.75%) C#
3 18 (8.41%) JavaScript
4 14 (6.54%) Java
4 14 (6.54%) R
5 13 (6.07%) Python
6 5 (2.34%) Bash Shell
6 5 (2.34%) Shell Script
6 5 (2.34%) T-SQL
7 4 (1.87%) PHP
7 4 (1.87%) VB.NET
8 2 (0.93%) C
8 2 (0.93%) VBA
9 1 (0.47%) C++
9 1 (0.47%) MATLAB
9 1 (0.47%) VBScript
Qualifications
1 30 (14.02%) Degree
2 12 (5.61%) Security Cleared
3 10 (4.67%) Computer Science Degree
4 6 (2.80%) SC Cleared
5 3 (1.40%) PMI Certification
5 3 (1.40%) PMP
6 2 (0.93%) CISSP
6 2 (0.93%) Six Sigma Green Belt
7 1 (0.47%) CISM
7 1 (0.47%) ISEB
7 1 (0.47%) Master's Degree
7 1 (0.47%) MBA
7 1 (0.47%) PRINCE2 Certification
7 1 (0.47%) PRINCE2 Practitioner
7 1 (0.47%) SANS
Quality Assurance & Compliance
1 18 (8.41%) Data Quality
2 9 (4.21%) QA
3 6 (2.80%) GDPR
4 3 (1.40%) ISO/IEC 27001
4 3 (1.40%) SLA
5 2 (0.93%) PMO
6 1 (0.47%) ISO 22301
6 1 (0.47%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 7 (3.27%) Hyper-V
2 5 (2.34%) VMware Infrastructure
3 4 (1.87%) Docker
4 3 (1.40%) Virtual Machines
4 3 (1.40%) VirtualBox
5 2 (0.93%) Active Directory
Systems Management
1 7 (3.27%) Puppet
2 4 (1.87%) Kubernetes
3 3 (1.40%) Ansible
3 3 (1.40%) Docker Swarm
3 3 (1.40%) Opscode Chef
3 3 (1.40%) Packer
3 3 (1.40%) Terraform
4 1 (0.47%) AirWatch
4 1 (0.47%) Computer Incident Response Team
Vendors
1 46 (21.50%) Microsoft
2 28 (13.08%) Tableau
3 13 (6.07%) Oracle
4 10 (4.67%) Google
5 9 (4.21%) Salesforce.com
6 8 (3.74%) SAP
7 5 (2.34%) Cognos
7 5 (2.34%) Red Hat
7 5 (2.34%) VMware
8 4 (1.87%) Splunk
9 3 (1.40%) New Relic
9 3 (1.40%) Sitecore
10 2 (0.93%) Baan
10 2 (0.93%) Informatica
10 2 (0.93%) Lumesse
11 1 (0.47%) Cisco
11 1 (0.47%) Citrix
11 1 (0.47%) Dell
11 1 (0.47%) Juniper
11 1 (0.47%) TIBCO