Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
Gloucestershire > Cheltenham
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 51 66 81
Rank change year-on-year +15 +15 -17
Permanent jobs citing Analytics 30 14 19
As % of all permanent IT jobs advertised in Cheltenham 4.60% 3.07% 2.22%
As % of the Processes & Methodologies category 4.89% 3.35% 2.42%
Number of salaries quoted 29 12 16
Cheltenham median annual salary £60,000 £48,750 £43,750
Median salary % change year-on-year +23.08% +11.43% -7.89%
10th Percentile £40,000 £34,125 £32,500
90th Percentile £66,500 £66,750 £59,375
Gloucestershire median annual salary £60,000 £50,000 £47,500
% change year-on-year +20.00% +5.26% -9.52%

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Permanent vacancies with a requirement for process or methodology skills 613 418 786
As % of all permanent IT jobs advertised in Cheltenham 94.02% 91.67% 91.93%
Number of salaries quoted 492 364 659
Cheltenham median annual salary £45,000 £43,500 £46,000
Median salary % change year-on-year +3.45% -5.43% +15.00%
10th Percentile £26,250 £25,000 £28,700
90th Percentile £65,000 £61,250 £65,000
Gloucestershire median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +3.66%

Analytics
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Analytics in Cheltenham

Analytics
Salary Trend in Cheltenham

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

Salary trend for Analytics in Cheltenham

Analytics
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Analytics in Cheltenham over the 6 months to 20 October 2018.

Salary histogram for Analytics in Cheltenham

For the 6 months to 20 October 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 Cheltenham region with a requirement for Analytics.

1 21 (70.00%) Machine Learning
2 20 (66.67%) Data Science
2 20 (66.67%) Python
3 14 (46.67%) Statistics
3 14 (46.67%) Degree
4 12 (40.00%) R
5 10 (33.33%) PowerShell
5 10 (33.33%) Git (software)
6 8 (26.67%) Mathematics
6 8 (26.67%) SAS
6 8 (26.67%) Big Data
7 7 (23.33%) Data Analytics
7 7 (23.33%) Algorithms
7 7 (23.33%) Computer Science
8 6 (20.00%) Operations Research
8 6 (20.00%) Agile Software Development
8 6 (20.00%) Scrum
8 6 (20.00%) Data Analysis
8 6 (20.00%) Analytical Skills
9 4 (13.33%) Apache Spark
9 4 (13.33%) GDPR
9 4 (13.33%) Data Warehouse
9 4 (13.33%) C
9 4 (13.33%) Java
9 4 (13.33%) Data Protection
9 4 (13.33%) Stakeholder Engagement
10 3 (10.00%) Open Source
10 3 (10.00%) Data Protection Act
10 3 (10.00%) Workflow
10 3 (10.00%) Predictive Analysis

Analytics
Co-occurring IT Skills in Cheltenham 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 8 (26.67%) SAS
2 4 (13.33%) Apache Spark
3 3 (10.00%) Elasticsearch
4 1 (3.33%) Apache
Business Applications
1 1 (3.33%) Cognos TM1
Cloud Services
1 2 (6.67%) Amazon AWS
2 1 (3.33%) Amazon EC2
2 1 (3.33%) Amazon EMR
2 1 (3.33%) Microsoft Azure
Database & Business Intelligence
1 8 (26.67%) Big Data
2 4 (13.33%) Data Warehouse
3 1 (3.33%) Apache Cassandra
3 1 (3.33%) Apache Hive
3 1 (3.33%) Hadoop
3 1 (3.33%) MongoDB
Development Applications
1 10 (33.33%) Git (software)
General
1 2 (6.67%) Finance
1 2 (6.67%) Marketing
2 1 (3.33%) Retail
Job Titles
1 17 (56.67%) Data Scientist
2 11 (36.67%) Senior Data Scientist
3 4 (13.33%) Machine Learning Engineer
4 3 (10.00%) Data Engineer
5 1 (3.33%) Chief Technology Officer
5 1 (3.33%) Cognos Developer
5 1 (3.33%) Consultant
5 1 (3.33%) Data Consultant
5 1 (3.33%) Developer
5 1 (3.33%) Junior
5 1 (3.33%) Junior Software Engineer
5 1 (3.33%) Principal Consultant
5 1 (3.33%) Scrum Master
5 1 (3.33%) Software Engineer
5 1 (3.33%) TM1 Developer
Libraries, Frameworks & Software Standards
1 1 (3.33%) AngularJS
1 1 (3.33%) Backbone.js
1 1 (3.33%) CSS
1 1 (3.33%) CSS3
1 1 (3.33%) D3.js
1 1 (3.33%) Express
1 1 (3.33%) HTML
1 1 (3.33%) HTML5
1 1 (3.33%) Kafka
1 1 (3.33%) MEAN Stack
1 1 (3.33%) Node.js
1 1 (3.33%) React
1 1 (3.33%) RESTful
1 1 (3.33%) Spring
1 1 (3.33%) Spring Boot
Miscellaneous
1 7 (23.33%) Algorithms
1 7 (23.33%) Computer Science
2 6 (20.00%) Analytical Skills
3 3 (10.00%) Data Protection Act
3 3 (10.00%) Greenfield Project
4 2 (6.67%) Blog
4 2 (6.67%) Social Media
5 1 (3.33%) Self-Motivation
Operating Systems
1 2 (6.67%) Unix
Processes & Methodologies
1 21 (70.00%) Machine Learning
2 20 (66.67%) Data Science
3 14 (46.67%) Statistics
4 8 (26.67%) Mathematics
5 7 (23.33%) Data Analytics
6 6 (20.00%) Agile Software Development
6 6 (20.00%) Data Analysis
6 6 (20.00%) Operations Research
6 6 (20.00%) Scrum
7 4 (13.33%) Data Protection
7 4 (13.33%) Stakeholder Engagement
8 3 (10.00%) Open Source
8 3 (10.00%) Predictive Analysis
8 3 (10.00%) Workflow
9 2 (6.67%) Content Writing
9 2 (6.67%) Data Deduplication
9 2 (6.67%) Data Engineering
9 2 (6.67%) Deep Learning
9 2 (6.67%) Infographics
9 2 (6.67%) Marketing Automation
Programming Languages
1 20 (66.67%) Python
2 12 (40.00%) R
3 10 (33.33%) PowerShell
4 4 (13.33%) C
4 4 (13.33%) Java
5 2 (6.67%) Scala
5 2 (6.67%) Shell Script
5 2 (6.67%) SQL
6 1 (3.33%) JavaScript
Qualifications
1 14 (46.67%) Degree
2 2 (6.67%) Master's Degree
3 1 (3.33%) Computer Science Degree
Quality Assurance & Compliance
1 4 (13.33%) GDPR
2 2 (6.67%) Data Quality
System Software
1 1 (3.33%) Docker
Vendors
1 2 (6.67%) Google
2 1 (3.33%) Cognos
2 1 (3.33%) IBM
2 1 (3.33%) Tableau