Period
to 20 January 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 20 January 2019 with a comparison to the same period in the previous 2 years.

Analytics
Somerset > Bath
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 16 50 59
Rank change year-on-year +34 +9 -11
Permanent jobs citing Analytics 59 35 15
As % of all permanent IT jobs advertised in Bath 11.90% 4.87% 2.61%
As % of the Processes & Methodologies category 13.11% 5.19% 2.82%
Number of salaries quoted 42 29 17
Bath median annual salary £62,500 £45,000 £50,000
Median salary % change year-on-year +38.89% -10.00% +5.26%
10th Percentile £42,500 £27,500 £36,000
90th Percentile £73,750 £55,500 £66,500
Somerset median annual salary £62,500 £45,000 £50,000
% change year-on-year +38.89% -10.00% +25.00%

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 450 674 531
As % of all permanent IT jobs advertised in Bath 90.73% 93.87% 92.35%
Number of salaries quoted 356 615 476
Bath median annual salary £47,500 £42,500 £40,000
Median salary % change year-on-year +11.76% +6.25% -
10th Percentile £27,500 £26,250 £25,500
90th Percentile £70,000 £60,000 £60,000
Somerset median annual salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75% +6.67%

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 20 January 2019.

Salary histogram for Analytics in Bath

For the 6 months to 20 January 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 (32.20%) Mentoring
2 18 (30.51%) Google
3 17 (28.81%) Android
3 17 (28.81%) MVVM
3 17 (28.81%) RxJava
3 17 (28.81%) Coaching
3 17 (28.81%) Google Play
3 17 (28.81%) Chatbot
3 17 (28.81%) Retrofit
3 17 (28.81%) Conversational UI
4 14 (23.73%) Software Engineering
4 14 (23.73%) Data Analytics
4 14 (23.73%) NoSQL
4 14 (23.73%) Erlang
4 14 (23.73%) Problem-Solving
5 13 (22.03%) Python
6 12 (20.34%) HTTP
6 12 (20.34%) Microservices
7 11 (18.64%) Digital Analytics
7 11 (18.64%) Web Services
7 11 (18.64%) JSON
8 10 (16.95%) Continuous Improvement
9 9 (15.25%) Continuous Integration
9 9 (15.25%) Data Science
10 8 (13.56%) Algorithms
10 8 (13.56%) Test Automation
10 8 (13.56%) Mathematics
11 7 (11.86%) Degree
11 7 (11.86%) Statistics
11 7 (11.86%) Machine Learning

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 2 (3.39%) Apache
1 2 (3.39%) nginx
2 1 (1.69%) Apache Spark
2 1 (1.69%) WordPress
Applications
1 17 (28.81%) Chatbot
2 1 (1.69%) Photoshop
Cloud Services
1 17 (28.81%) Google Play
2 3 (5.08%) SaaS
3 2 (3.39%) Amazon AWS
4 1 (1.69%) Cloud Computing
4 1 (1.69%) Google Analytics
Communications & Networking
1 12 (20.34%) HTTP
2 1 (1.69%) ICMP
2 1 (1.69%) TCP/IP
Database & Business Intelligence
1 14 (23.73%) NoSQL
2 3 (5.08%) Data Warehouse
3 2 (3.39%) Big Data
3 2 (3.39%) CouchDB
3 2 (3.39%) MySQL
3 2 (3.39%) PostgreSQL
3 2 (3.39%) Redis
3 2 (3.39%) Riak
4 1 (1.69%) BusinessObjects
4 1 (1.69%) GIS
4 1 (1.69%) SQL Server
Development Applications
1 4 (6.78%) Jenkins
2 3 (5.08%) Git (software)
2 3 (5.08%) GitLab
3 1 (1.69%) Moq
3 1 (1.69%) NUnit
General
1 1 (1.69%) Automotive
1 1 (1.69%) Finance
Job Titles
1 17 (28.81%) Android Engineer
2 15 (25.42%) Developer
3 11 (18.64%) Senior Developer
4 7 (11.86%) Data Scientist
5 6 (10.17%) Erlang Developer
5 6 (10.17%) Senior Data Scientist
6 5 (8.47%) Architect
7 4 (6.78%) Test Manager
8 3 (5.08%) DevOps Manager
8 3 (5.08%) Software Engineer
9 2 (3.39%) C# Software Engineer
9 2 (3.39%) Front End Developer (Client-Side Developer)
9 2 (3.39%) Front End Web Developer (Client-Side Developer)
9 2 (3.39%) Head of Business Intelligence
9 2 (3.39%) Presales Solution Architect
9 2 (3.39%) Solutions Architect
9 2 (3.39%) Web Developer
10 1 (1.69%) C# .NET Developer
10 1 (1.69%) Developer/Software Engineer
10 1 (1.69%) Digital Editor
Libraries, Frameworks & Software Standards
1 17 (28.81%) Retrofit
1 17 (28.81%) RxJava
2 11 (18.64%) JSON
2 11 (18.64%) Web Services
3 6 (10.17%) RESTful
4 3 (5.08%) CSS
4 3 (5.08%) HTML
5 2 (3.39%) CSS3
5 2 (3.39%) LAMP
5 2 (3.39%) LAPP Stack
5 2 (3.39%) LEMP Stack
6 1 (1.69%) AngularJS
6 1 (1.69%) ASP.NET MVC
6 1 (1.69%) ASP.NET MVC 3
6 1 (1.69%) ASP.NET Web API
6 1 (1.69%) D3.js
6 1 (1.69%) Entity Framework
6 1 (1.69%) LESS
6 1 (1.69%) React
6 1 (1.69%) Sass
Miscellaneous
1 8 (13.56%) Algorithms
2 3 (5.08%) Analytical Skills
2 3 (5.08%) Hybrid Cloud
3 2 (3.39%) Linux Command Line
3 2 (3.39%) Management Information System
3 2 (3.39%) User Experience
4 1 (1.69%) Social Media
Operating Systems
1 17 (28.81%) Android
2 6 (10.17%) Linux
3 4 (6.78%) Ubuntu
4 2 (3.39%) Debian
5 1 (1.69%) CentOS
Processes & Methodologies
1 19 (32.20%) Mentoring
2 17 (28.81%) Coaching
2 17 (28.81%) Conversational UI
2 17 (28.81%) MVVM
3 14 (23.73%) Data Analytics
3 14 (23.73%) Problem-Solving
3 14 (23.73%) Software Engineering
4 12 (20.34%) Microservices
5 11 (18.64%) Digital Analytics
6 10 (16.95%) Continuous Improvement
7 9 (15.25%) Continuous Integration
7 9 (15.25%) Data Science
8 8 (13.56%) Mathematics
8 8 (13.56%) Test Automation
9 7 (11.86%) DevOps
9 7 (11.86%) Machine Learning
9 7 (11.86%) Statistics
10 6 (10.17%) Agile Software Development
10 6 (10.17%) Applied Mathematics
10 6 (10.17%) Linear Programming
Programming Languages
1 14 (23.73%) Erlang
2 13 (22.03%) Python
3 7 (11.86%) R
4 6 (10.17%) JavaScript
5 4 (6.78%) SQL
6 2 (3.39%) Bash Shell
6 2 (3.39%) C#
6 2 (3.39%) Perl
7 1 (1.69%) C++
7 1 (1.69%) T-SQL
Qualifications
1 7 (11.86%) Degree
System Software
1 3 (5.08%) Docker
2 2 (3.39%) Apache ZooKeeper
2 2 (3.39%) KVM
2 2 (3.39%) VMware Infrastructure
3 1 (1.69%) Corosync
3 1 (1.69%) Virtual Machines
Systems Management
1 4 (6.78%) Ansible
1 4 (6.78%) Puppet
2 3 (5.08%) Kubernetes
3 2 (3.39%) Ganeti
3 2 (3.39%) Marathon
3 2 (3.39%) Mesos
3 2 (3.39%) Terraform
4 1 (1.69%) Nmap
4 1 (1.69%) Opscode Chef
4 1 (1.69%) Pacemaker
Vendors
1 18 (30.51%) Google
2 2 (3.39%) VMware
3 1 (1.69%) Red Hat