Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
Somerset > Bath
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 36 50 70
Rank change year-on-year +14 +20 -21
Permanent jobs citing Analytics 26 43 12
As % of all permanent IT jobs advertised in Bath 5.76% 5.35% 1.91%
As % of the Processes & Methodologies category 6.27% 5.70% 2.09%
Number of salaries quoted 22 33 21
Bath median annual salary £65,000 £45,000 £47,500
Median salary % change year-on-year +44.44% -5.26% +5.56%
10th Percentile £43,875 £27,800 £37,500
90th Percentile £72,250 £56,750 £60,000
Somerset median annual salary £62,500 £46,250 £47,500
% change year-on-year +35.14% -2.63% +18.75%

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 415 755 575
As % of all permanent IT jobs advertised in Bath 92.02% 94.02% 91.71%
Number of salaries quoted 350 639 538
Bath median annual salary £43,375 £42,500 £40,000
Median salary % change year-on-year +2.06% +6.25% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £67,500 £60,000 £59,825
Somerset median annual salary £42,750 £41,000 £40,000
% change year-on-year +4.27% +2.50% +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 14 November 2018.

Salary histogram for Analytics in Bath

For the 6 months to 14 November 2018, 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 9 (34.62%) Erlang
1 9 (34.62%) NoSQL
1 9 (34.62%) Problem-Solving
2 8 (30.77%) Digital Analytics
2 8 (30.77%) Data Analytics
2 8 (30.77%) Software Engineering
3 7 (26.92%) Mentoring
3 7 (26.92%) Microservices
4 6 (23.08%) DevOps
4 6 (23.08%) JSON
4 6 (23.08%) Web Services
4 6 (23.08%) Linux
4 6 (23.08%) HTTP
5 5 (19.23%) Python
5 5 (19.23%) Google
5 5 (19.23%) RxJava
5 5 (19.23%) Coaching
5 5 (19.23%) MVVM
5 5 (19.23%) Continuous Improvement
5 5 (19.23%) Android
5 5 (19.23%) Google Play
5 5 (19.23%) Conversational UI
5 5 (19.23%) Retrofit
5 5 (19.23%) Chatbot
6 4 (15.38%) Puppet
6 4 (15.38%) Big Data
6 4 (15.38%) Analytical Skills
6 4 (15.38%) Ansible
6 4 (15.38%) Jenkins
6 4 (15.38%) Ubuntu

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 (7.69%) Apache
1 2 (7.69%) nginx
2 1 (3.85%) Apache Spark
Applications
1 5 (19.23%) Chatbot
Cloud Services
1 5 (19.23%) Google Play
2 2 (7.69%) Amazon AWS
2 2 (7.69%) SaaS
3 1 (3.85%) Cloud Computing
3 1 (3.85%) Microsoft Azure
Communications & Networking
1 6 (23.08%) HTTP
2 1 (3.85%) ICMP
2 1 (3.85%) TCP/IP
Database & Business Intelligence
1 9 (34.62%) NoSQL
2 4 (15.38%) Big Data
3 3 (11.54%) MySQL
4 2 (7.69%) CouchDB
4 2 (7.69%) PostgreSQL
4 2 (7.69%) Redis
4 2 (7.69%) Riak
5 1 (3.85%) GIS
5 1 (3.85%) Hadoop
5 1 (3.85%) Power BI
5 1 (3.85%) SQL Server
5 1 (3.85%) SQL Server Analysis Services
5 1 (3.85%) SQL Server Integration Services
Development Applications
1 4 (15.38%) Jenkins
2 3 (11.54%) GitLab
3 2 (7.69%) Git (software)
4 1 (3.85%) Moq
4 1 (3.85%) NUnit
General
1 1 (3.85%) Finance
Job Titles
1 7 (26.92%) Developer
2 5 (19.23%) Android Engineer
2 5 (19.23%) Senior Developer
3 4 (15.38%) Architect
4 3 (11.54%) DevOps Manager
4 3 (11.54%) Erlang Developer
4 3 (11.54%) Software Engineer
5 2 (7.69%) C# Software Engineer
5 2 (7.69%) Presales Solution Architect
5 2 (7.69%) Solutions Architect
6 1 (3.85%) .NET Software Developer
6 1 (3.85%) .NET Software Engineer
6 1 (3.85%) C# .NET Developer
6 1 (3.85%) C# Software Developer
6 1 (3.85%) Data Scientist
6 1 (3.85%) Developer/Software Engineer
6 1 (3.85%) DevOps Engineer
6 1 (3.85%) JavaScript Engineer
6 1 (3.85%) Lead DevOps
6 1 (3.85%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 6 (23.08%) JSON
1 6 (23.08%) Web Services
2 5 (19.23%) Retrofit
2 5 (19.23%) RxJava
3 3 (11.54%) RESTful
4 2 (7.69%) .NET
4 2 (7.69%) LAMP
4 2 (7.69%) LAPP Stack
4 2 (7.69%) LEMP Stack
5 1 (3.85%) .NET Framework
5 1 (3.85%) ASP.NET
5 1 (3.85%) ASP.NET MVC
5 1 (3.85%) CSS
5 1 (3.85%) Entity Framework
5 1 (3.85%) HTML
5 1 (3.85%) jQuery
5 1 (3.85%) MDX
5 1 (3.85%) NHibernate
5 1 (3.85%) WCF
5 1 (3.85%) WPF
Miscellaneous
1 4 (15.38%) Analytical Skills
2 3 (11.54%) Algorithms
3 2 (7.69%) Hybrid Cloud
3 2 (7.69%) Linux Command Line
Operating Systems
1 6 (23.08%) Linux
2 5 (19.23%) Android
3 4 (15.38%) Ubuntu
4 2 (7.69%) Debian
5 1 (3.85%) CentOS
Processes & Methodologies
1 9 (34.62%) Problem-Solving
2 8 (30.77%) Data Analytics
2 8 (30.77%) Digital Analytics
2 8 (30.77%) Software Engineering
3 7 (26.92%) Mentoring
3 7 (26.92%) Microservices
4 6 (23.08%) DevOps
5 5 (19.23%) Coaching
5 5 (19.23%) Continuous Improvement
5 5 (19.23%) Conversational UI
5 5 (19.23%) MVVM
6 4 (15.38%) Continuous Integration
7 3 (11.54%) Configuration Management
7 3 (11.54%) Machine Learning
7 3 (11.54%) Presales
7 3 (11.54%) Test Automation
7 3 (11.54%) Validation
8 2 (7.69%) Big Data Analytics
8 2 (7.69%) Line Management
8 2 (7.69%) SDLC
Programming Languages
1 9 (34.62%) Erlang
2 5 (19.23%) Python
3 4 (15.38%) JavaScript
4 3 (11.54%) SQL
5 2 (7.69%) Bash Shell
5 2 (7.69%) C#
5 2 (7.69%) Perl
5 2 (7.69%) R
6 1 (3.85%) C++
6 1 (3.85%) Java
Qualifications
1 1 (3.85%) Degree
1 1 (3.85%) PhD
1 1 (3.85%) SC Cleared
1 1 (3.85%) Security Cleared
System Software
1 3 (11.54%) Docker
2 2 (7.69%) Apache ZooKeeper
2 2 (7.69%) KVM
2 2 (7.69%) VMware Infrastructure
3 1 (3.85%) Corosync
3 1 (3.85%) Virtual Machines
Systems Management
1 4 (15.38%) Ansible
1 4 (15.38%) Puppet
2 3 (11.54%) Kubernetes
3 2 (7.69%) Ganeti
3 2 (7.69%) Marathon
3 2 (7.69%) Mesos
3 2 (7.69%) Terraform
4 1 (3.85%) Opscode Chef
4 1 (3.85%) Pacemaker
Vendors
1 5 (19.23%) Google
2 2 (7.69%) VMware
3 1 (3.85%) Birst
3 1 (3.85%) Hortonworks
3 1 (3.85%) Microsoft
3 1 (3.85%) Red Hat
3 1 (3.85%) Tableau