Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Use Cases
South West > Bristol
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 159 191 167
Rank change year-on-year +32 -24 +14
Permanent jobs citing Use Case 47 12 20
As % of all permanent IT jobs advertised in Bristol 1.20% 0.31% 0.57%
As % of the Processes & Methodologies category 1.30% 0.34% 0.63%
Number of salaries quoted 26 12 13
Bristol median annual salary £56,250 £42,750 £55,000
Median salary % change year-on-year +31.58% -22.27% -15.38%
10th Percentile £32,500 £23,500 £35,000
90th Percentile £75,000 £50,000 £63,000
South West median annual salary £47,500 £47,500 £47,500

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 3,616 3,512 3,193
As % of all permanent IT jobs advertised in Bristol 92.48% 92.03% 91.20%
Number of salaries quoted 2,984 2,919 2,769
Bristol median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £26,250 £26,500 £26,250
90th Percentile £67,500 £67,500 £66,250
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 17 July 2018.

Salary histogram for Use Case in Bristol

For the 6 months to 17 July 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 (46.81%) Agile Software Development
2 20 (42.55%) C
2 20 (42.55%) Python
3 18 (38.30%) ASIC
3 18 (38.30%) SystemC
4 16 (34.04%) DRM
4 16 (34.04%) Perl
4 16 (34.04%) Verilog
4 16 (34.04%) Electronic Design Automation
5 15 (31.91%) CA
6 14 (29.79%) Electronics
7 13 (27.66%) Degree
7 13 (27.66%) Mandarin Language
8 12 (25.53%) Synopsys
8 12 (25.53%) Telecoms
8 12 (25.53%) Cadence
8 12 (25.53%) Scrum
9 11 (23.40%) PostgreSQL
9 11 (23.40%) Amazon AWS
10 10 (21.28%) MongoDB
10 10 (21.28%) NoSQL
10 10 (21.28%) Neo4j
10 10 (21.28%) RDBMS
10 10 (21.28%) Relational Database
10 10 (21.28%) Amazon Redshift
10 10 (21.28%) Amazon Kinesis
10 10 (21.28%) Data Engineering
10 10 (21.28%) Data Science
11 9 (19.15%) UML
12 8 (17.02%) Finance

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 6 (12.77%) Apache Spark
2 5 (10.64%) Apache
3 4 (8.51%) CMS
3 4 (8.51%) WordPress
4 1 (2.13%) Confluence
4 1 (2.13%) GeoServer
Cloud Services
1 11 (23.40%) Amazon AWS
2 10 (21.28%) Amazon Kinesis
3 7 (14.89%) Cloud Computing
4 6 (12.77%) Amazon S3
4 6 (12.77%) AWS Lambda
4 6 (12.77%) Serverless
5 5 (10.64%) Amazon EC2
6 4 (8.51%) GitHub
7 3 (6.38%) Slack
8 1 (2.13%) Microsoft Azure
Communications & Networking
1 5 (10.64%) MQTT
1 5 (10.64%) SSH
2 2 (4.26%) Internet
3 1 (2.13%) Intrusion Detection
Database & Business Intelligence
1 11 (23.40%) PostgreSQL
2 10 (21.28%) Amazon Redshift
2 10 (21.28%) MongoDB
2 10 (21.28%) Neo4j
2 10 (21.28%) NoSQL
2 10 (21.28%) RDBMS
2 10 (21.28%) Relational Database
3 7 (14.89%) Apache Cassandra
3 7 (14.89%) Big Data
4 6 (12.77%) MySQL
5 4 (8.51%) Data Warehouse
5 4 (8.51%) SQL Server
6 3 (6.38%) Amazon DynamoDB
7 1 (2.13%) Data Mining
7 1 (2.13%) GIS
7 1 (2.13%) SQL Server Integration Services
7 1 (2.13%) SQL Server Reporting Services
Development Applications
1 8 (17.02%) JIRA
2 4 (8.51%) Bitbucket
2 4 (8.51%) Git (software)
2 4 (8.51%) Subversion
3 3 (6.38%) Balsamiq Mockups
General
1 14 (29.79%) Electronics
2 13 (27.66%) Mandarin Language
3 12 (25.53%) Telecoms
4 8 (17.02%) Finance
5 3 (6.38%) Banking
6 2 (4.26%) Manufacturing
6 2 (4.26%) Private Banking
Job Titles
1 16 (34.04%) Design Engineer
1 16 (34.04%) SOC Engineer
2 9 (19.15%) Analyst
3 7 (14.89%) Developer
3 7 (14.89%) Systems Engineer
4 6 (12.77%) AWS Engineer
4 6 (12.77%) Business Analyst
4 6 (12.77%) Data Engineer
5 5 (10.64%) Software Developer
6 4 (8.51%) Architect
6 4 (8.51%) PHP Developer
7 3 (6.38%) Agile Business Analyst
7 3 (6.38%) Digital Architect
7 3 (6.38%) JavaScript Developer
8 2 (4.26%) Applications Architect
8 2 (4.26%) Development Manager
8 2 (4.26%) Senior Analyst
8 2 (4.26%) Software Development Manager
8 2 (4.26%) Software Manager
8 2 (4.26%) Web Developer
Libraries, Frameworks & Software Standards
1 6 (12.77%) Kafka
2 5 (10.64%) AngularJS
2 5 (10.64%) CSS
2 5 (10.64%) HTML
2 5 (10.64%) jQuery
2 5 (10.64%) LAMP
2 5 (10.64%) Yii
3 4 (8.51%) LESS
3 4 (8.51%) Sass
3 4 (8.51%) Twitter Bootstrap
4 3 (6.38%) J2EE
4 3 (6.38%) REST
4 3 (6.38%) Web Services
5 2 (4.26%) Keras
5 2 (4.26%) NumPy
5 2 (4.26%) Pandas
5 2 (4.26%) SciPy
5 2 (4.26%) TensorFlow
5 2 (4.26%) Theano
6 1 (2.13%) GeoExt
Miscellaneous
1 18 (38.30%) ASIC
1 18 (38.30%) SystemC
2 16 (34.04%) Verilog
3 7 (14.89%) Digital TV
4 6 (12.77%) Algorithms
5 5 (10.64%) Linux Command Line
6 3 (6.38%) User Experience
7 2 (4.26%) Enterprise Software
7 2 (4.26%) Internet of Things
8 1 (2.13%) Analytical Skills
8 1 (2.13%) Computer Science
8 1 (2.13%) PMI
Operating Systems
1 5 (10.64%) Linux
2 4 (8.51%) Windows
Processes & Methodologies
1 22 (46.81%) Agile Software Development
2 16 (34.04%) DRM
2 16 (34.04%) Electronic Design Automation
3 12 (25.53%) Scrum
4 10 (21.28%) Data Engineering
4 10 (21.28%) Data Science
5 9 (19.15%) UML
6 8 (17.02%) SDLC
6 8 (17.02%) Security Architecture
7 7 (14.89%) Customer-Centricity
7 7 (14.89%) Machine Learning
7 7 (14.89%) Project Management
8 6 (12.77%) ETL
8 6 (12.77%) Line Management
9 5 (10.64%) Data Modelling
9 5 (10.64%) MVC
9 5 (10.64%) OOP
9 5 (10.64%) Software Engineering
9 5 (10.64%) Web Development
10 4 (8.51%) Business Analysis
Programming Languages
1 20 (42.55%) C
1 20 (42.55%) Python
2 16 (34.04%) Perl
3 8 (17.02%) JavaScript
3 8 (17.02%) SQL
4 6 (12.77%) Bash Shell
4 6 (12.77%) PHP
5 5 (10.64%) ES6
5 5 (10.64%) T-SQL
6 3 (6.38%) C#
7 2 (4.26%) C++
7 2 (4.26%) Java
8 1 (2.13%) R
Qualifications
1 13 (27.66%) Degree
2 5 (10.64%) Security Cleared
3 4 (8.51%) SC Cleared
4 1 (2.13%) Computer Science Degree
4 1 (2.13%) PMI Certification
4 1 (2.13%) Postgraduate
4 1 (2.13%) SANS
Quality Assurance & Compliance
1 3 (6.38%) QA
2 1 (2.13%) GDPR
2 1 (2.13%) GPG13
2 1 (2.13%) ISO/IEC 27001
System Software
1 4 (8.51%) Docker
Vendors
1 15 (31.91%) CA
2 12 (25.53%) Cadence
2 12 (25.53%) Synopsys
3 1 (2.13%) ESRI
3 1 (2.13%) Mapinfo
3 1 (2.13%) Tableau