Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Use Cases
South West > Bristol
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 167 198 169
Rank change year-on-year +31 -29 +12
Permanent jobs citing Use Case 26 9 11
As % of all permanent IT jobs advertised in Bristol 0.71% 0.24% 0.35%
As % of the Processes & Methodologies category 0.76% 0.26% 0.38%
Number of salaries quoted 15 8 8
Bristol median annual salary £57,500 £51,250 £42,500
Median salary % change year-on-year +12.20% +20.59% -0.58%
10th Percentile £40,500 £42,825 £33,125
90th Percentile £85,000 £63,000 £55,650
South West median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - +2.15%

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 3,426 3,524 2,910
As % of all permanent IT jobs advertised in Bristol 93.22% 92.83% 91.54%
Number of salaries quoted 2,794 2,909 2,520
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £27,250
90th Percentile £67,500 £67,500 £67,500
South West median annual salary £43,750 £42,500 £40,000
% change year-on-year +2.94% +6.25% -

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 15 October 2018.

Salary histogram for Use Case in Bristol

For the 6 months to 15 October 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 12 (46.15%) Python
2 10 (38.46%) Agile Software Development
3 9 (34.62%) C
3 9 (34.62%) ASIC
3 9 (34.62%) SystemC
3 9 (34.62%) Big Data
4 8 (30.77%) Data Science
4 8 (30.77%) Neo4j
4 8 (30.77%) Machine Learning
4 8 (30.77%) MongoDB
4 8 (30.77%) Apache Cassandra
4 8 (30.77%) NoSQL
4 8 (30.77%) Amazon AWS
4 8 (30.77%) Relational Database
4 8 (30.77%) Amazon Redshift
4 8 (30.77%) Amazon Kinesis
4 8 (30.77%) Data Engineering
4 8 (30.77%) RDBMS
4 8 (30.77%) Electronics
4 8 (30.77%) PostgreSQL
5 7 (26.92%) Scrum
5 7 (26.92%) Verilog
5 7 (26.92%) DRM
5 7 (26.92%) CA
5 7 (26.92%) Perl
5 7 (26.92%) Electronic Design Automation
5 7 (26.92%) Degree
5 7 (26.92%) Mandarin Language
6 6 (23.08%) SDLC
6 6 (23.08%) Telecoms

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 3 (11.54%) Apache Spark
2 1 (3.85%) Apache
2 1 (3.85%) Confluence
Cloud Services
1 8 (30.77%) Amazon AWS
1 8 (30.77%) Amazon Kinesis
2 5 (19.23%) Cloud Computing
3 4 (15.38%) Amazon EC2
3 4 (15.38%) Amazon S3
3 4 (15.38%) AWS Lambda
3 4 (15.38%) Serverless
Communications & Networking
1 3 (11.54%) MQTT
2 2 (7.69%) Internet
3 1 (3.85%) Intrusion Detection
3 1 (3.85%) SSH
Database & Business Intelligence
1 9 (34.62%) Big Data
2 8 (30.77%) Amazon Redshift
2 8 (30.77%) Apache Cassandra
2 8 (30.77%) MongoDB
2 8 (30.77%) Neo4j
2 8 (30.77%) NoSQL
2 8 (30.77%) PostgreSQL
2 8 (30.77%) RDBMS
2 8 (30.77%) Relational Database
3 5 (19.23%) Data Warehouse
4 3 (11.54%) Amazon DynamoDB
5 1 (3.85%) Data Mart
5 1 (3.85%) MySQL
5 1 (3.85%) Power BI
5 1 (3.85%) SQL Server Integration Services
5 1 (3.85%) SQL Server Reporting Services
Development Applications
1 1 (3.85%) JIRA
General
1 8 (30.77%) Electronics
2 7 (26.92%) Mandarin Language
3 6 (23.08%) Telecoms
4 5 (19.23%) Finance
5 4 (15.38%) Banking
6 3 (11.54%) Private Banking
7 2 (7.69%) Manufacturing
Job Titles
1 9 (34.62%) Design Engineer
1 9 (34.62%) SOC Engineer
2 5 (19.23%) Analyst
3 3 (11.54%) Applications Architect
3 3 (11.54%) Architect
3 3 (11.54%) AWS Engineer
3 3 (11.54%) Data Engineer
3 3 (11.54%) Development Manager
3 3 (11.54%) Digital Architect
3 3 (11.54%) Software Development Manager
3 3 (11.54%) Software Manager
3 3 (11.54%) Systems Engineer
4 2 (7.69%) Developer
4 2 (7.69%) Senior Analyst
5 1 (3.85%) Analyst Developer
5 1 (3.85%) Business Analyst
5 1 (3.85%) Data Analyst
5 1 (3.85%) PHP Developer
5 1 (3.85%) Security Analyst
5 1 (3.85%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (11.54%) J2EE
1 3 (11.54%) Kafka
1 3 (11.54%) NumPy
1 3 (11.54%) Pandas
1 3 (11.54%) REST
1 3 (11.54%) SciPy
1 3 (11.54%) TensorFlow
1 3 (11.54%) Web Services
2 2 (7.69%) Keras
2 2 (7.69%) Theano
3 1 (3.85%) AngularJS
3 1 (3.85%) LAMP
3 1 (3.85%) Laravel
3 1 (3.85%) Yii
Miscellaneous
1 9 (34.62%) ASIC
1 9 (34.62%) SystemC
2 7 (26.92%) Verilog
3 3 (11.54%) Algorithms
4 2 (7.69%) Digital TV
4 2 (7.69%) Internet of Things
5 1 (3.85%) Analytical Skills
5 1 (3.85%) Computer Science
5 1 (3.85%) Linux Command Line
5 1 (3.85%) PMI
5 1 (3.85%) SCADA
Operating Systems
1 1 (3.85%) Linux
Processes & Methodologies
1 10 (38.46%) Agile Software Development
2 8 (30.77%) Data Engineering
2 8 (30.77%) Data Science
2 8 (30.77%) Machine Learning
3 7 (26.92%) DRM
3 7 (26.92%) Electronic Design Automation
3 7 (26.92%) Scrum
4 6 (23.08%) SDLC
5 5 (19.23%) Customer-Centricity
5 5 (19.23%) Data Modelling
5 5 (19.23%) Software Engineering
6 4 (15.38%) ETL
6 4 (15.38%) Security Architecture
6 4 (15.38%) UML
7 3 (11.54%) Logical Data Model
7 3 (11.54%) Microservices
7 3 (11.54%) SOA
8 2 (7.69%) Project Management
8 2 (7.69%) Stakeholder Management
8 2 (7.69%) Threat Intelligence
Programming Languages
1 12 (46.15%) Python
2 9 (34.62%) C
3 7 (26.92%) Perl
4 4 (15.38%) C#
4 4 (15.38%) JavaScript
5 3 (11.54%) C++
5 3 (11.54%) Java
5 3 (11.54%) SQL
6 1 (3.85%) Bash Shell
6 1 (3.85%) PHP
Qualifications
1 7 (26.92%) Degree
2 1 (3.85%) PMI Certification
2 1 (3.85%) SANS
2 1 (3.85%) SC Cleared
2 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 1 (3.85%) Data Quality
1 1 (3.85%) GDPR
1 1 (3.85%) GPG13
1 1 (3.85%) ISO/IEC 27001
Systems Management
1 1 (3.85%) QRadar
Vendors
1 7 (26.92%) CA
2 4 (15.38%) Cadence
2 4 (15.38%) Synopsys
3 2 (7.69%) Tableau
4 1 (3.85%) ArcSight
4 1 (3.85%) LogRhythm
4 1 (3.85%) Splunk