Period
to 21 November 2019

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 21 November 2019 with a comparison to the same period in the previous 2 years.

Analytics
Gloucestershire > Cheltenham
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 42 48 56
Rank change year-on-year +6 +8 +26
Permanent jobs citing Analytics 37 27 24
As % of all permanent IT jobs advertised in Cheltenham 5.42% 4.25% 5.04%
As % of the Processes & Methodologies category 5.93% 4.62% 5.41%
Number of salaries quoted 35 23 22
Cheltenham median annual salary £52,500 £60,000 £39,250
Median salary % change year-on-year -12.50% +52.87% -7.65%
10th Percentile £34,750 £40,500 £19,750
90th Percentile £66,250 £66,500 £59,500
Gloucestershire median annual salary £50,000 £60,000 £47,500
% change year-on-year -16.67% +26.32% -

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 624 584 444
As % of all permanent IT jobs advertised in Cheltenham 91.36% 91.97% 93.28%
Number of salaries quoted 423 464 386
Cheltenham median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% -5.56%
10th Percentile £28,000 £26,250 £24,000
90th Percentile £66,250 £65,000 £60,000
Gloucestershire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 21 November 2019.

Salary histogram for Analytics in Cheltenham

For the 6 months to 21 November 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 Cheltenham region with a requirement for Analytics.

1 17 (45.95%) Business Intelligence
2 15 (40.54%) Agile Software Development
3 14 (37.84%) Python
4 12 (32.43%) Big Data
5 11 (29.73%) Data Analytics
5 11 (29.73%) Mentoring
5 11 (29.73%) Apache Spark
5 11 (29.73%) C
5 11 (29.73%) Artificial Intelligence
6 10 (27.03%) Elasticsearch
6 10 (27.03%) Open Source
6 10 (27.03%) MongoDB
7 9 (24.32%) Coaching
7 9 (24.32%) SQL
7 9 (24.32%) Java
8 8 (21.62%) Information Management
8 8 (21.62%) Tableau
8 8 (21.62%) QlikView
8 8 (21.62%) Hadoop
8 8 (21.62%) Visualisation
9 7 (18.92%) Power BI
9 7 (18.92%) Power Platform
9 7 (18.92%) Data Visualisation
9 7 (18.92%) Kafka
9 7 (18.92%) Marketing
10 6 (16.22%) Software Engineering
10 6 (16.22%) Analytical Skills
10 6 (16.22%) Data Science
10 6 (16.22%) Problem-Solving
11 5 (13.51%) Decision-Making

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 11 (29.73%) Apache Spark
2 10 (27.03%) Elasticsearch
3 4 (10.81%) SAS
4 2 (5.41%) Apache
5 1 (2.70%) Jupyter
Cloud Services
1 7 (18.92%) Power Platform
2 2 (5.41%) Cloud Computing
2 2 (5.41%) Google Analytics
3 1 (2.70%) Amazon SageMaker
3 1 (2.70%) AWS
Database & Business Intelligence
1 12 (32.43%) Big Data
2 10 (27.03%) MongoDB
3 8 (21.62%) Hadoop
3 8 (21.62%) QlikView
4 7 (18.92%) Power BI
5 4 (10.81%) PostgreSQL
6 3 (8.11%) Apache Cassandra
6 3 (8.11%) Data Warehouse
6 3 (8.11%) NoSQL
7 2 (5.41%) Apache Hive
7 2 (5.41%) Spotfire
7 2 (5.41%) SQL Server Reporting Services
8 1 (2.70%) Amazon Redshift
8 1 (2.70%) Looker
8 1 (2.70%) SQL Server
Development Applications
1 2 (5.41%) Cucumber
1 2 (5.41%) Git (software)
1 2 (5.41%) Selenium
General
1 7 (18.92%) Marketing
2 3 (8.11%) Retail
3 1 (2.70%) Military
Job Titles
1 8 (21.62%) Analyst
1 8 (21.62%) Analytics Consultant
1 8 (21.62%) Business Intelligence Consultant
1 8 (21.62%) Consultant
1 8 (21.62%) Data Engineer
2 3 (8.11%) Business Intelligence Analyst
2 3 (8.11%) Developer
2 3 (8.11%) Software Engineer
3 2 (5.41%) Data Analyst
3 2 (5.41%) Data Insight Analyst
3 2 (5.41%) Data Scientist
3 2 (5.41%) Insight Analyst
3 2 (5.41%) Insight Data Analyst
3 2 (5.41%) Lead Systems Engineer
3 2 (5.41%) Marketing Analyst
3 2 (5.41%) Principal Engineer
3 2 (5.41%) Principal Systems Engineer
3 2 (5.41%) Senior Data Engineer
3 2 (5.41%) Systems Engineer
4 1 (2.70%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 7 (18.92%) Kafka
2 5 (13.51%) Node.js
2 5 (13.51%) RESTful
3 3 (8.11%) AngularJS
3 3 (8.11%) React
4 2 (5.41%) Apache NiFi
4 2 (5.41%) Java EE
4 2 (5.41%) Middleware
4 2 (5.41%) YAML
5 1 (2.70%) Apache Flex
5 1 (2.70%) CSS
5 1 (2.70%) CSS3
5 1 (2.70%) Express
5 1 (2.70%) HTML
5 1 (2.70%) HTML5
5 1 (2.70%) Natural Language Processing
5 1 (2.70%) NumPy
5 1 (2.70%) Pandas
5 1 (2.70%) PySpark
5 1 (2.70%) scikit-learn
Miscellaneous
1 6 (16.22%) Analytical Skills
2 2 (5.41%) Algorithms
2 2 (5.41%) Cybercrime
2 2 (5.41%) Social Media
3 1 (2.70%) Self-Motivation
Operating Systems
1 1 (2.70%) Windows
Processes & Methodologies
1 17 (45.95%) Business Intelligence
2 15 (40.54%) Agile Software Development
3 11 (29.73%) Artificial Intelligence
3 11 (29.73%) Data Analytics
3 11 (29.73%) Mentoring
4 10 (27.03%) Open Source
5 9 (24.32%) Coaching
6 8 (21.62%) Information Management
6 8 (21.62%) Visualisation
7 7 (18.92%) Data Visualisation
8 6 (16.22%) Data Science
8 6 (16.22%) Problem-Solving
8 6 (16.22%) Software Engineering
9 5 (13.51%) Cybersecurity
9 5 (13.51%) Decision-Making
10 4 (10.81%) Customer Segmentation
10 4 (10.81%) Systems Engineering
11 3 (8.11%) Digital Marketing
11 3 (8.11%) Machine Learning
11 3 (8.11%) Statistics
Programming Languages
1 14 (37.84%) Python
2 11 (29.73%) C
3 9 (24.32%) Java
3 9 (24.32%) SQL
4 4 (10.81%) R
5 3 (8.11%) C++
5 3 (8.11%) JavaScript
6 2 (5.41%) C#
7 1 (2.70%) MATLAB
7 1 (2.70%) Scala
Qualifications
1 2 (5.41%) Degree
1 2 (5.41%) DV Cleared
1 2 (5.41%) Security Cleared
Quality Assurance & Compliance
1 1 (2.70%) GDPR
1 1 (2.70%) SLA
System Software
1 2 (5.41%) Docker
Vendors
1 8 (21.62%) Tableau
2 2 (5.41%) Cognos
2 2 (5.41%) Facebook
2 2 (5.41%) Google
2 2 (5.41%) Instagram
2 2 (5.41%) Pinterest
2 2 (5.41%) Snapchat
2 2 (5.41%) Twitter
3 1 (2.70%) Oracle