Period
to 23 April 2019

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 23 April 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Bristol
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 35 43 53
Rank change year-on-year +8 +10 -1
Permanent jobs citing Analytical Skills 251 231 192
As % of all permanent IT jobs advertised in Bristol 6.89% 6.18% 5.47%
As % of the Miscellaneous category 19.31% 17.04% 13.80%
Number of salaries quoted 198 184 155
Bristol median annual salary £42,515 £42,000 £40,000
Median salary % change year-on-year +1.23% +5.00% +6.67%
10th Percentile £26,250 £28,075 £24,300
90th Percentile £63,250 £61,000 £61,500
South West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - +6.67%

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 1,300 1,356 1,391
As % of all permanent IT jobs advertised in Bristol 35.68% 36.30% 39.66%
Number of salaries quoted 950 1,108 1,082
Bristol median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +3.53%
10th Percentile £28,750 £27,500 £27,000
90th Percentile £67,000 £66,250 £70,000
South West median annual salary £42,515 £42,500 £40,000
% change year-on-year +0.03% +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 23 April 2019.

Salary histogram for Analytical Skills in Bristol

For the 6 months to 23 April 2019, 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.

1 102 (40.64%) Agile Software Development
2 96 (38.25%) Problem-Solving
3 89 (35.46%) SQL
4 68 (27.09%) Business Intelligence
5 64 (25.50%) Finance
6 63 (25.10%) Analytics
7 59 (23.51%) Tableau
8 40 (15.94%) Microsoft
9 38 (15.14%) Data Warehouse
9 38 (15.14%) Project Management
10 35 (13.94%) Python
10 35 (13.94%) Decision-Making
11 34 (13.55%) SQL Server
11 34 (13.55%) Visualisation
12 31 (12.35%) Microsoft Excel
13 29 (11.55%) Degree
14 28 (11.16%) Retail
15 27 (10.76%) Amazon AWS
16 26 (10.36%) R
16 26 (10.36%) Data Analysis
17 24 (9.56%) Stakeholder Management
18 23 (9.16%) Microsoft Azure
18 23 (9.16%) QlikView
19 22 (8.76%) Hadoop
19 22 (8.76%) Self-Motivation
20 21 (8.37%) Power BI
20 21 (8.37%) Data Visualisation
20 21 (8.37%) Mentoring
20 21 (8.37%) SDLC
20 21 (8.37%) Scrum

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 8 (3.19%) SAS
1 8 (3.19%) SharePoint
2 4 (1.59%) Apache Spark
2 4 (1.59%) MS Exchange
3 3 (1.20%) Blackberry Enterprise Server
3 3 (1.20%) Exchange Server 2010
4 2 (0.80%) WebLogic
4 2 (0.80%) WebSphere
5 1 (0.40%) Apache
5 1 (0.40%) GlassFish
5 1 (0.40%) JBoss
5 1 (0.40%) Skype for Business
5 1 (0.40%) Tomcat
Applications
1 31 (12.35%) Microsoft Excel
2 12 (4.78%) Microsoft Office
3 11 (4.38%) Microsoft PowerPoint
4 5 (1.99%) SPSS
5 2 (0.80%) Microsoft Project
6 1 (0.40%) MS Visio
Business Applications
1 3 (1.20%) FastStats
1 3 (1.20%) Remedy ITSM
2 2 (0.80%) Dynamics CRM
3 1 (0.40%) Eloqua
3 1 (0.40%) WebTrends
Cloud Services
1 27 (10.76%) Amazon AWS
2 23 (9.16%) Microsoft Azure
3 9 (3.59%) Google Cloud Platform
4 6 (2.39%) AWS CloudFormation
4 6 (2.39%) Office 365
5 5 (1.99%) Amazon CloudWatch
5 5 (1.99%) Datadog
6 3 (1.20%) SaaS
7 2 (0.80%) IaaS
7 2 (0.80%) PaaS
8 1 (0.40%) Adobe Analytics
8 1 (0.40%) AdWords
8 1 (0.40%) Amazon Kinesis
8 1 (0.40%) AWS Lambda
8 1 (0.40%) Cloud Computing
8 1 (0.40%) Google Analytics
8 1 (0.40%) Loggly
8 1 (0.40%) Serverless
Communications & Networking
1 11 (4.38%) DHCP
2 10 (3.98%) TCP/IP
3 8 (3.19%) DNS
4 6 (2.39%) Internet
5 3 (1.20%) VoIP
6 2 (0.80%) HTTP
6 2 (0.80%) WebEx
7 1 (0.40%) Firewall
7 1 (0.40%) LAN
7 1 (0.40%) SAN
7 1 (0.40%) Skype
7 1 (0.40%) SSL
7 1 (0.40%) Wireless
Database & Business Intelligence
1 38 (15.14%) Data Warehouse
2 34 (13.55%) SQL Server
3 23 (9.16%) QlikView
4 22 (8.76%) Hadoop
5 21 (8.37%) Power BI
6 13 (5.18%) MySQL
7 8 (3.19%) JasperReports
7 8 (3.19%) PostgreSQL
8 7 (2.79%) BusinessObjects
8 7 (2.79%) SQL Server Reporting Services
9 6 (2.39%) MongoDB
10 5 (1.99%) Aerospike
10 5 (1.99%) Big Data
10 5 (1.99%) Oracle BI EE
10 5 (1.99%) Qlik Sense
10 5 (1.99%) SQL Server 2008
10 5 (1.99%) SQL Server Integration Services
11 4 (1.59%) Relational Database
11 4 (1.59%) Spotfire
12 3 (1.20%) PowerPivot
Development Applications
1 16 (6.37%) Git (software)
2 13 (5.18%) Jenkins
3 9 (3.59%) Visual Studio
4 7 (2.79%) Atlassian Bamboo
4 7 (2.79%) Cucumber
4 7 (2.79%) JUnit
4 7 (2.79%) Selenium
5 5 (1.99%) Maven
5 5 (1.99%) Ranorex
5 5 (1.99%) Subversion
5 5 (1.99%) Travis CI
5 5 (1.99%) Vagrant
6 4 (1.59%) Team Foundation Server
7 2 (0.80%) JIRA
7 2 (0.80%) Mercurial
7 2 (0.80%) NUnit
7 2 (0.80%) SpecFlow
7 2 (0.80%) SQL Server Management Studio (SSMS)
7 2 (0.80%) Visual Studio Coded UI
8 1 (0.40%) SonarQube
General
1 64 (25.50%) Finance
2 28 (11.16%) Retail
3 18 (7.17%) Banking
3 18 (7.17%) Marketing
4 11 (4.38%) Telecoms
5 8 (3.19%) Electronics
6 7 (2.79%) Aerospace
6 7 (2.79%) Military
7 6 (2.39%) Billing
7 6 (2.39%) Manufacturing
8 5 (1.99%) Cantonese Language
8 5 (1.99%) Games
8 5 (1.99%) Mandarin Language
9 4 (1.59%) Law
10 2 (0.80%) Back Office
Job Titles
1 80 (31.87%) Analyst
2 42 (16.73%) Developer
3 20 (7.97%) Business Analyst
4 17 (6.77%) Consultant
5 14 (5.58%) Project Manager
6 12 (4.78%) Data Analyst
6 12 (4.78%) Insight Analyst
7 11 (4.38%) Senior Analyst
8 10 (3.98%) Support Analyst
9 9 (3.59%) Architect
9 9 (3.59%) C# Developer
10 8 (3.19%) Business Intelligence Analyst
10 8 (3.19%) Business Intelligence Manager
10 8 (3.19%) Data Engineer
10 8 (3.19%) Database Developer
10 8 (3.19%) Report Analyst
10 8 (3.19%) Software Developer
11 7 (2.79%) Communications Consultant
11 7 (2.79%) Insight Manager
11 7 (2.79%) Report Manager
Libraries, Frameworks & Software Standards
1 17 (6.77%) .NET
2 15 (5.98%) XML
3 13 (5.18%) Hibernate
4 11 (4.38%) HTML
5 10 (3.98%) .NET Framework
6 8 (3.19%) ASP.NET
6 8 (3.19%) Web Services
7 7 (2.79%) jQuery
8 6 (2.39%) CSS
8 6 (2.39%) REST
8 6 (2.39%) Spring
9 5 (1.99%) AngularJS
9 5 (1.99%) ASP.NET MVC
9 5 (1.99%) Elastic Stack
9 5 (1.99%) JPA
9 5 (1.99%) JSON
9 5 (1.99%) Kafka
9 5 (1.99%) LDAP
9 5 (1.99%) Velocity
9 5 (1.99%) XSD
Miscellaneous
1 22 (8.76%) Self-Motivation
2 14 (5.58%) User Experience
3 8 (3.19%) Algorithms
3 8 (3.19%) Fintech
4 5 (1.99%) Analytical Mindset
5 4 (1.59%) Management Information System
6 3 (1.20%) Data Structures
6 3 (1.20%) Greenfield Project
6 3 (1.20%) Internet of Things
6 3 (1.20%) Social Media
6 3 (1.20%) Wiki
7 2 (0.80%) Security Operations Centre
7 2 (0.80%) Virtual Team
8 1 (0.40%) CMDB
8 1 (0.40%) Cybercrime
8 1 (0.40%) FMCG
8 1 (0.40%) Linux Command Line
8 1 (0.40%) Mainframe
8 1 (0.40%) Mobile App
8 1 (0.40%) Replication
Operating Systems
1 18 (7.17%) Linux
2 13 (5.18%) Windows
3 12 (4.78%) Windows Server
4 10 (3.98%) Red Hat Enterprise Linux
5 7 (2.79%) Windows Server 2008
6 6 (2.39%) Solaris
6 6 (2.39%) Unix
7 5 (1.99%) CentOS
7 5 (1.99%) DC/OS
7 5 (1.99%) Ubuntu
8 3 (1.20%) Windows 7
9 2 (0.80%) Windows Server 2012
10 1 (0.40%) HPUX
10 1 (0.40%) Windows 10
Processes & Methodologies
1 102 (40.64%) Agile Software Development
2 96 (38.25%) Problem-Solving
3 68 (27.09%) Business Intelligence
4 63 (25.10%) Analytics
5 38 (15.14%) Project Management
6 35 (13.94%) Decision-Making
7 34 (13.55%) Visualisation
8 26 (10.36%) Data Analysis
9 24 (9.56%) Stakeholder Management
10 21 (8.37%) Data Visualisation
10 21 (8.37%) Mentoring
10 21 (8.37%) Scrum
10 21 (8.37%) SDLC
11 19 (7.57%) Coaching
12 18 (7.17%) Data Modelling
12 18 (7.17%) Data Transformation
13 17 (6.77%) Machine Learning
14 16 (6.37%) Continuous Improvement
14 16 (6.37%) Waterfall
15 15 (5.98%) Time Management
Programming Languages
1 89 (35.46%) SQL
2 35 (13.94%) Python
3 26 (10.36%) R
4 20 (7.97%) C#
5 19 (7.57%) Java
6 17 (6.77%) JavaScript
7 10 (3.98%) C
8 9 (3.59%) VBA
9 7 (2.79%) HiveQL
9 7 (2.79%) PHP
10 6 (2.39%) VB.NET
11 5 (1.99%) Bash Shell
11 5 (1.99%) Go
11 5 (1.99%) Java 8
11 5 (1.99%) T-SQL
12 4 (1.59%) C++
13 3 (1.20%) SQR
14 2 (0.80%) Scala
15 1 (0.40%) MATLAB
15 1 (0.40%) Shell Script
Qualifications
1 29 (11.55%) Degree
2 20 (7.97%) SC Cleared
2 20 (7.97%) Security Cleared
3 8 (3.19%) DV Cleared
4 7 (2.79%) ISEB
5 6 (2.39%) Computer Science Degree
5 6 (2.39%) PMI Certification
5 6 (2.39%) PMP
6 5 (1.99%) Microsoft Certification
7 4 (1.59%) A+ Certification
7 4 (1.59%) Chartered Engineer
7 4 (1.59%) ISTQB
7 4 (1.59%) ISTQB Foundation Certification
7 4 (1.59%) MCSA
8 3 (1.20%) MCITP
8 3 (1.20%) PRINCE2 Certification
9 1 (0.40%) CCENT
9 1 (0.40%) CCNA
9 1 (0.40%) Cisco Certification
9 1 (0.40%) Network+ Certification
Quality Assurance & Compliance
1 13 (5.18%) Data Quality
1 13 (5.18%) QA
2 6 (2.39%) GDPR
2 6 (2.39%) PMO
3 2 (0.80%) SLA
System Software
1 9 (3.59%) Docker
2 8 (3.19%) VMware Infrastructure
3 6 (2.39%) Active Directory
3 6 (2.39%) Hyper-V
3 6 (2.39%) Virtual Machines
4 5 (1.99%) VirtualBox
5 3 (1.20%) Terminal Services
5 3 (1.20%) XenApp
6 1 (0.40%) Oracle RAC
6 1 (0.40%) VMware ESXi
Systems Management
1 7 (2.79%) Ansible
1 7 (2.79%) Kubernetes
1 7 (2.79%) Puppet
2 6 (2.39%) Docker Swarm
2 6 (2.39%) Opscode Chef
2 6 (2.39%) Terraform
3 5 (1.99%) Packer
4 3 (1.20%) SCCM
5 2 (0.80%) Computer Incident Response Team
6 1 (0.40%) Backup Exec
6 1 (0.40%) Data Guard
6 1 (0.40%) Nagios
6 1 (0.40%) NetBackup
6 1 (0.40%) SCSM
6 1 (0.40%) vCenter Server
Vendors
1 59 (23.51%) Tableau
2 40 (15.94%) Microsoft
3 21 (8.37%) Oracle
4 10 (3.98%) Google
4 10 (3.98%) Teradata
4 10 (3.98%) VMware
5 6 (2.39%) Red Hat
5 6 (2.39%) Splunk
6 5 (1.99%) New Relic
6 5 (1.99%) Salesforce.com
6 5 (1.99%) SAP
7 4 (1.59%) BMC
7 4 (1.59%) CA
7 4 (1.59%) Cadence
8 3 (1.20%) Apple
8 3 (1.20%) Citrix
8 3 (1.20%) IBM
8 3 (1.20%) MobileIron
8 3 (1.20%) NCR
8 3 (1.20%) Remedy