Period
to 25 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Use Case skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Use Case over the 6 months to 25 April 2018 with a comparison to the same period in the previous 2 years.

Use Cases
South West > Bristol
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 161 179 173
Rank change year-on-year +18 -6 -25
Permanent jobs citing Use Case 44 15 26
As % of all permanent IT jobs advertised in Bristol 1.17% 0.43% 0.71%
As % of the Processes & Methodologies category 1.26% 0.46% 0.78%
Number of salaries quoted 21 15 14
Bristol median annual salary £52,500 £40,000 £53,750
Median salary % change year-on-year +31.25% -25.58% +11.98%
10th Percentile £32,500 £23,500 £35,500
90th Percentile £72,500 £56,000 £63,000
South West median annual salary £40,000 £50,000 £55,000
% change year-on-year -20.00% -9.09% +14.58%

Use Case is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3,488 3,233 3,354
As % of all permanent IT jobs advertised in Bristol 92.99% 92.27% 91.99%
Number of salaries quoted 2,931 2,630 2,968
Bristol median annual salary £45,000 £45,000 £42,250
Median salary % change year-on-year - +6.51% +5.63%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £67,500 £68,750 £67,500
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +1.27%

Use Case
Job Vacancy Trend in Bristol

Job postings citing Use Case as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Use Case in Bristol

Use Case
Salary Trend in Bristol

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

Salary trend for Use Case in Bristol

Use Case
Salary Histogram in Bristol

The salary distribution of IT jobs citing Use Case in Bristol over the 6 months to 25 April 2018.

Salary histogram for Use Case in Bristol

For the 6 months to 25 April 2018, IT jobs citing Use Case 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 Use Case.

1 22 (50.00%) Agile Software Development
2 13 (29.55%) Finance
3 12 (27.27%) C
3 12 (27.27%) Amazon AWS
4 11 (25.00%) JIRA
4 11 (25.00%) Python
4 11 (25.00%) PostgreSQL
5 10 (22.73%) ASIC
5 10 (22.73%) DRM
5 10 (22.73%) RDBMS
5 10 (22.73%) Perl
5 10 (22.73%) Electronic Design Automation
5 10 (22.73%) Verilog
5 10 (22.73%) Business Analysis
5 10 (22.73%) Amazon S3
5 10 (22.73%) NoSQL
5 10 (22.73%) MongoDB
5 10 (22.73%) SystemC
5 10 (22.73%) Neo4j
5 10 (22.73%) Kafka
5 10 (22.73%) Relational Database
5 10 (22.73%) Amazon Redshift
5 10 (22.73%) Apache Spark
5 10 (22.73%) Algorithms
5 10 (22.73%) Amazon Kinesis
5 10 (22.73%) Data Engineering
5 10 (22.73%) AWS Lambda
5 10 (22.73%) Serverless
5 10 (22.73%) Data Science
6 9 (20.45%) CA

Use Case
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 10 (22.73%) Apache Spark
2 5 (11.36%) Apache
3 4 (9.09%) CMS
3 4 (9.09%) Confluence
3 4 (9.09%) WordPress
4 1 (2.27%) GeoServer
4 1 (2.27%) IIS
4 1 (2.27%) JBoss
4 1 (2.27%) Tomcat
4 1 (2.27%) WebLogic
4 1 (2.27%) WebSphere
Cloud Services
1 12 (27.27%) Amazon AWS
2 10 (22.73%) Amazon Kinesis
2 10 (22.73%) Amazon S3
2 10 (22.73%) AWS Lambda
2 10 (22.73%) Serverless
3 4 (9.09%) GitHub
4 3 (6.82%) Amazon EC2
4 3 (6.82%) Cloud Computing
4 3 (6.82%) Slack
5 2 (4.55%) Microsoft Azure
6 1 (2.27%) BrowserStack
Communications & Networking
1 4 (9.09%) SSH
2 3 (6.82%) MQTT
3 1 (2.27%) HTTP
Database & Business Intelligence
1 11 (25.00%) PostgreSQL
2 10 (22.73%) Amazon Redshift
2 10 (22.73%) MongoDB
2 10 (22.73%) Neo4j
2 10 (22.73%) NoSQL
2 10 (22.73%) RDBMS
2 10 (22.73%) Relational Database
3 5 (11.36%) MySQL
4 4 (9.09%) SQL Server
5 1 (2.27%) Amazon DynamoDB
5 1 (2.27%) Apache Cassandra
5 1 (2.27%) Big Data
5 1 (2.27%) Data Mining
5 1 (2.27%) Data Warehouse
5 1 (2.27%) GIS
Development Applications
1 11 (25.00%) JIRA
2 8 (18.18%) Git (software)
3 5 (11.36%) Bitbucket
4 4 (9.09%) Subversion
5 3 (6.82%) Balsamiq Mockups
6 1 (2.27%) Jenkins
6 1 (2.27%) JUnit
6 1 (2.27%) Maven
6 1 (2.27%) Protractor
6 1 (2.27%) TestNG
6 1 (2.27%) Vagrant
General
1 13 (29.55%) Finance
2 7 (15.91%) Electronics
2 7 (15.91%) Mandarin Language
2 7 (15.91%) Telecoms
3 6 (13.64%) Law
3 6 (13.64%) Legal
4 1 (2.27%) Banking
Job Titles
1 15 (34.09%) Analyst
2 12 (27.27%) Business Analyst
3 10 (22.73%) AWS Engineer
3 10 (22.73%) Data Engineer
4 8 (18.18%) Design Engineer
4 8 (18.18%) SOC Engineer
5 6 (13.64%) Insurance Business Analyst
5 6 (13.64%) PMO Analyst
6 5 (11.36%) Developer
6 5 (11.36%) Software Developer
7 4 (9.09%) Systems Engineer
8 3 (6.82%) Agile Business Analyst
8 3 (6.82%) JavaScript Developer
8 3 (6.82%) PHP Developer
9 2 (4.55%) Architect
9 2 (4.55%) Automation Test Analyst
9 2 (4.55%) Manual Test Analyst
9 2 (4.55%) Test Analyst
9 2 (4.55%) Web Developer
10 1 (2.27%) Business Systems Analyst
Libraries, Frameworks & Software Standards
1 10 (22.73%) Kafka
2 5 (11.36%) CSS
2 5 (11.36%) HTML
2 5 (11.36%) jQuery
3 4 (9.09%) AngularJS
3 4 (9.09%) LAMP
3 4 (9.09%) LESS
3 4 (9.09%) Sass
3 4 (9.09%) Twitter Bootstrap
3 4 (9.09%) Yii
4 1 (2.27%) Elastic Stack
4 1 (2.27%) GeoExt
4 1 (2.27%) J2EE
4 1 (2.27%) OpenLayers
4 1 (2.27%) PostGIS
4 1 (2.27%) REST
4 1 (2.27%) Spring
4 1 (2.27%) Web Services
Miscellaneous
1 10 (22.73%) Algorithms
1 10 (22.73%) ASIC
1 10 (22.73%) SystemC
1 10 (22.73%) Verilog
2 5 (11.36%) Digital TV
3 4 (9.09%) Linux Command Line
4 3 (6.82%) Enterprise Software
4 3 (6.82%) User Experience
5 1 (2.27%) Analytical Skills
5 1 (2.27%) Computer Science
Operating Systems
1 5 (11.36%) Linux
1 5 (11.36%) Windows
2 1 (2.27%) Unix
Processes & Methodologies
1 22 (50.00%) Agile Software Development
2 10 (22.73%) Business Analysis
2 10 (22.73%) Data Engineering
2 10 (22.73%) Data Science
2 10 (22.73%) DRM
2 10 (22.73%) Electronic Design Automation
3 7 (15.91%) Project Management
3 7 (15.91%) Scrum
3 7 (15.91%) UML
4 5 (11.36%) Line Management
4 5 (11.36%) MVC
4 5 (11.36%) OOP
4 5 (11.36%) Test Automation
4 5 (11.36%) Web Development
5 4 (9.09%) Requirements Analysis
5 4 (9.09%) SDLC
5 4 (9.09%) Security Architecture
5 4 (9.09%) User Stories
6 3 (6.82%) Manual Testing
6 3 (6.82%) Test Scripting
Programming Languages
1 12 (27.27%) C
2 11 (25.00%) Python
3 10 (22.73%) Perl
4 8 (18.18%) JavaScript
5 7 (15.91%) SQL
6 5 (11.36%) Bash Shell
6 5 (11.36%) ES6
6 5 (11.36%) PHP
6 5 (11.36%) T-SQL
7 1 (2.27%) Java
7 1 (2.27%) R
Qualifications
1 8 (18.18%) Degree
2 4 (9.09%) Security Cleared
3 3 (6.82%) SC Cleared
4 1 (2.27%) Computer Science Degree
4 1 (2.27%) ISEB
4 1 (2.27%) ISTQB
4 1 (2.27%) Postgraduate
Quality Assurance & Compliance
1 6 (13.64%) PMO
2 3 (6.82%) QA
System Software
1 5 (11.36%) Docker
2 1 (2.27%) VMware Infrastructure
Systems Management
1 1 (2.27%) Ansible
1 1 (2.27%) Kubernetes
1 1 (2.27%) Nagios
1 1 (2.27%) Opscode Chef
1 1 (2.27%) Puppet
Vendors
1 9 (20.45%) CA
2 8 (18.18%) Cadence
2 8 (18.18%) Synopsys
3 1 (2.27%) ESRI
3 1 (2.27%) Mapinfo
3 1 (2.27%) Microsoft
3 1 (2.27%) VMware