Period
to 5 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Bath with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 5 December 2019 with a comparison to the same period in the previous 2 years.

Analytics
Somerset > Bath
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 23 26 54
Rank change year-on-year +3 +28 +14
Permanent jobs citing Analytics 35 37 37
As % of all permanent IT jobs advertised in Bath 7.56% 7.68% 4.99%
As % of the Processes & Methodologies category 8.79% 8.39% 5.26%
Number of salaries quoted 32 29 29
Bath median annual salary £36,250 £62,500 £45,000
Median salary % change year-on-year -42.00% +38.89% -5.26%
10th Percentile £26,475 £42,500 £27,500
90th Percentile £72,000 £74,000 £54,500
Somerset median annual salary £50,000 £62,500 £45,000
% change year-on-year -20.00% +38.89% -5.26%

Analytics 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 Bath with a requirement for process or methodology skills.

All Process and Methodology Skills
Bath
Permanent vacancies with a requirement for process or methodology skills 398 441 703
As % of all permanent IT jobs advertised in Bath 85.96% 91.49% 94.87%
Number of salaries quoted 377 365 618
Bath median annual salary £45,000 £45,000 £41,000
Median salary % change year-on-year - +9.76% +2.50%
10th Percentile £28,000 £27,000 £26,250
90th Percentile £61,250 £68,750 £58,750
Somerset median annual salary £42,784 £42,500 £40,000
% change year-on-year +0.67% +6.25% -

Analytics
Job Vacancy Trend in Bath

Job postings citing Analytics as a percentage of all IT jobs advertised in Bath.

Job vacancy trend for Analytics in Bath

Analytics
Salary Trend in Bath

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Bath.

Salary trend for Analytics in Bath

Analytics
Salary Histogram in Bath

The salary distribution of IT jobs citing Analytics in Bath over the 6 months to 5 December 2019.

Salary histogram for Analytics in Bath

For the 6 months to 5 December 2019, IT jobs citing Analytics 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 Bath region with a requirement for Analytics.

1 19 (54.29%) JavaScript
2 12 (34.29%) React
3 11 (31.43%) Linux
4 10 (28.57%) Python
4 10 (28.57%) Agile Software Development
5 9 (25.71%) SQL
5 9 (25.71%) Git (software)
6 8 (22.86%) Clojure
6 8 (22.86%) Data Analytics
6 8 (22.86%) HTML
6 8 (22.86%) SVG
6 8 (22.86%) Software Engineering
7 6 (17.14%) Node.js
7 6 (17.14%) Web Development
8 5 (14.29%) Degree
8 5 (14.29%) Test Automation
8 5 (14.29%) Django
8 5 (14.29%) AngularJS
8 5 (14.29%) ETL
8 5 (14.29%) PostgreSQL
8 5 (14.29%) TDD
8 5 (14.29%) User Experience
8 5 (14.29%) Problem-Solving
9 4 (11.43%) Collaborative Working
9 4 (11.43%) Data Science
9 4 (11.43%) Non-Functional Testing
9 4 (11.43%) Vue.js
9 4 (11.43%) JMeter
9 4 (11.43%) LoadRunner
9 4 (11.43%) CSS

Analytics
Co-occurring IT Skills in Bath 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 1 (2.86%) Apache
1 1 (2.86%) Elasticsearch
1 1 (2.86%) nginx
Cloud Services
1 3 (8.57%) GitHub
1 3 (8.57%) Google Analytics
2 2 (5.71%) Slack
3 1 (2.86%) AWS
3 1 (2.86%) AWS CloudFormation
3 1 (2.86%) Azure
3 1 (2.86%) GCP
Communications & Networking
1 3 (8.57%) TCP/IP
2 2 (5.71%) Firewall
2 2 (5.71%) Network Security
3 1 (2.86%) DNS
3 1 (2.86%) HTTP
3 1 (2.86%) VLAN
Database & Business Intelligence
1 5 (14.29%) PostgreSQL
2 2 (5.71%) NoSQL
3 1 (2.86%) Amazon DynamoDB
3 1 (2.86%) Apache Ignite
3 1 (2.86%) CouchDB
3 1 (2.86%) Redis
3 1 (2.86%) Riak
Development Applications
1 9 (25.71%) Git (software)
2 4 (11.43%) JMeter
2 4 (11.43%) LoadRunner
3 1 (2.86%) Cucumber
3 1 (2.86%) Gatling
3 1 (2.86%) GitLab
3 1 (2.86%) Jenkins
3 1 (2.86%) JUnit
3 1 (2.86%) Mockito
3 1 (2.86%) Selenium
General
1 4 (11.43%) Marketing
2 2 (5.71%) Games
3 1 (2.86%) Automotive
3 1 (2.86%) Finance
3 1 (2.86%) Public Sector
3 1 (2.86%) Telecoms
Job Titles
1 8 (22.86%) Developer
2 6 (17.14%) Software Engineer
3 5 (14.29%) Full Stack Developer
3 5 (14.29%) Full Stack Web Developer
3 5 (14.29%) Tester
3 5 (14.29%) Web Developer
4 4 (11.43%) Analyst
4 4 (11.43%) Performance Tester
5 3 (8.57%) DevOps Engineer
6 2 (5.71%) Architect
6 2 (5.71%) Junior
6 2 (5.71%) Senior Web Engineer
6 2 (5.71%) Software Developer
6 2 (5.71%) Web Engineer
7 1 (2.86%) Applications Support Analyst
7 1 (2.86%) Data Analyst
7 1 (2.86%) Java Software Engineer
7 1 (2.86%) Product Manager
7 1 (2.86%) Senior Software Engineer
7 1 (2.86%) Software Tester
Libraries, Frameworks & Software Standards
1 12 (34.29%) React
2 8 (22.86%) HTML
2 8 (22.86%) SVG
3 6 (17.14%) Node.js
4 5 (14.29%) AngularJS
4 5 (14.29%) Django
5 4 (11.43%) CSS
5 4 (11.43%) Vue.js
6 2 (5.71%) D3.js
6 2 (5.71%) XML
7 1 (2.86%) Cocoa
7 1 (2.86%) Elastic Stack
7 1 (2.86%) Hibernate
7 1 (2.86%) HTML5
7 1 (2.86%) Java EE
7 1 (2.86%) jQuery
7 1 (2.86%) Sass
7 1 (2.86%) Spring
7 1 (2.86%) Web Services
Miscellaneous
1 5 (14.29%) User Experience
2 2 (5.71%) Analytical Skills
3 1 (2.86%) Digital Media
3 1 (2.86%) Public Cloud
3 1 (2.86%) Social Media
Operating Systems
1 11 (31.43%) Linux
2 1 (2.86%) Apple iOS
2 1 (2.86%) CentOS
2 1 (2.86%) Ubuntu
2 1 (2.86%) Windows
Processes & Methodologies
1 10 (28.57%) Agile Software Development
2 8 (22.86%) Data Analytics
2 8 (22.86%) Software Engineering
3 6 (17.14%) Web Development
4 5 (14.29%) ETL
4 5 (14.29%) Problem-Solving
4 5 (14.29%) TDD
4 5 (14.29%) Test Automation
5 4 (11.43%) Collaborative Working
5 4 (11.43%) Data Science
5 4 (11.43%) Non-Functional Testing
5 4 (11.43%) Performance Testing
5 4 (11.43%) Scalability Testing
6 3 (8.57%) Configuration Management
6 3 (8.57%) Continuous Integration
6 3 (8.57%) Digital Analytics
6 3 (8.57%) ITIL
6 3 (8.57%) Open Source
6 3 (8.57%) Risk Analysis
6 3 (8.57%) Visualisation
Programming Languages
1 19 (54.29%) JavaScript
2 10 (28.57%) Python
3 9 (25.71%) SQL
4 8 (22.86%) Clojure
5 3 (8.57%) Ruby
6 2 (5.71%) C
6 2 (5.71%) Erlang
6 2 (5.71%) Perl
6 2 (5.71%) PHP
7 1 (2.86%) Apple Swift
7 1 (2.86%) Bash Shell
7 1 (2.86%) C++
7 1 (2.86%) Go
7 1 (2.86%) Java
7 1 (2.86%) Objective-C
Qualifications
1 5 (14.29%) Degree
2 1 (2.86%) Computer Science Degree
2 1 (2.86%) Numerate Degree
2 1 (2.86%) RHCE
2 1 (2.86%) RHCSA
2 1 (2.86%) SC Cleared
2 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 2 (5.71%) QA
System Software
1 3 (8.57%) Docker
Systems Management
1 1 (2.86%) Ansible
1 1 (2.86%) Grafana
1 1 (2.86%) Kubernetes
1 1 (2.86%) Opscode Chef
1 1 (2.86%) Prometheus
1 1 (2.86%) Puppet
1 1 (2.86%) Terraform
1 1 (2.86%) ZABBIX
Vendors
1 3 (8.57%) Google
2 2 (5.71%) Pinterest
2 2 (5.71%) Tableau
3 1 (2.86%) Cisco
3 1 (2.86%) Coremetrics
3 1 (2.86%) Facebook
3 1 (2.86%) Instagram
3 1 (2.86%) Twitter
3 1 (2.86%) YouTube