Period
to 18 July 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 18 July 2019 with a comparison to the same period in the previous 2 years.

Analytics
Gloucestershire > Cheltenham
6 months to
18 Jul 2019
Same period 2018 Same period 2017
Rank 39 51 56
Rank change year-on-year +12 +5 +14
Permanent jobs citing Analytics 35 31 21
As % of all permanent IT jobs advertised in Cheltenham 6.03% 4.81% 4.71%
As % of the Processes & Methodologies category 6.67% 5.12% 5.06%
Number of salaries quoted 34 32 17
Cheltenham median annual salary £55,000 £55,000 £55,000
10th Percentile £38,750 £40,175 £43,250
90th Percentile £66,025 £66,125 £71,500
Gloucestershire median annual salary £55,000 £56,250 £50,000
% change year-on-year -2.22% +12.50% +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 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 525 606 415
As % of all permanent IT jobs advertised in Cheltenham 90.52% 94.10% 93.05%
Number of salaries quoted 378 510 342
Cheltenham median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £28,000 £26,250 £22,875
90th Percentile £65,000 £62,500 £65,000
Gloucestershire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -5.56%

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 18 July 2019.

Salary histogram for Analytics in Cheltenham

For the 6 months to 18 July 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 18 (51.43%) Python
1 18 (51.43%) Data Science
2 16 (45.71%) Java
3 13 (37.14%) Apache Spark
4 12 (34.29%) Open Source
4 12 (34.29%) Machine Learning
5 11 (31.43%) Artificial Intelligence
5 11 (31.43%) Agile Software Development
5 11 (31.43%) Big Data
6 10 (28.57%) Data Analytics
6 10 (28.57%) Git (software)
7 9 (25.71%) R
7 9 (25.71%) Natural Language Processing
7 9 (25.71%) Software Engineering
7 9 (25.71%) Apache
8 8 (22.86%) SQL
8 8 (22.86%) Pandas
8 8 (22.86%) Analytical Skills
8 8 (22.86%) Algorithms
8 8 (22.86%) scikit-learn
9 7 (20.00%) Mentoring
9 7 (20.00%) Problem-Solving
9 7 (20.00%) Business Intelligence
9 7 (20.00%) Degree
9 7 (20.00%) Computer Science
9 7 (20.00%) Root Cause Analysis
10 6 (17.14%) Hadoop
10 6 (17.14%) Data Warehouse
10 6 (17.14%) C
10 6 (17.14%) DevOps

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 13 (37.14%) Apache Spark
2 9 (25.71%) Apache
3 5 (14.29%) Elasticsearch
4 4 (11.43%) SharePoint
Applications
1 2 (5.71%) Adobe Illustrator
1 2 (5.71%) CATIA
1 2 (5.71%) InDesign
1 2 (5.71%) Microsoft Office
1 2 (5.71%) Photoshop
1 2 (5.71%) Pro/ENGINEER
1 2 (5.71%) PTC Creo
2 1 (2.86%) Microsoft Excel
Business Applications
1 2 (5.71%) Cognos Business Intelligence
1 2 (5.71%) Cognos Controller
2 1 (2.86%) Cognos TM1
Cloud Services
1 4 (11.43%) Amazon AWS
2 2 (5.71%) Cloud Computing
2 2 (5.71%) Office 365
3 1 (2.86%) Microsoft Azure
Communications & Networking
1 2 (5.71%) Intranet
Database & Business Intelligence
1 11 (31.43%) Big Data
2 6 (17.14%) Data Warehouse
2 6 (17.14%) Hadoop
3 5 (14.29%) Neo4j
4 4 (11.43%) Data Lake
4 4 (11.43%) MongoDB
5 3 (8.57%) SQL Server
6 2 (5.71%) Oracle BI Publisher
7 1 (2.86%) Apache Cassandra
7 1 (2.86%) OLAP
7 1 (2.86%) OLAP Cube
7 1 (2.86%) SQL Server 2014
7 1 (2.86%) SQL Server Analysis Services
7 1 (2.86%) SQL Server Integration Services
7 1 (2.86%) SQL Server Reporting Services
Development Applications
1 10 (28.57%) Git (software)
2 5 (14.29%) Mercurial
3 2 (5.71%) Cucumber
3 2 (5.71%) JMeter
3 2 (5.71%) LoadRunner
3 2 (5.71%) Selenium
General
1 5 (14.29%) Finance
1 5 (14.29%) Retail
2 4 (11.43%) Marketing
3 3 (8.57%) Military
4 2 (5.71%) Electronics
4 2 (5.71%) Manufacturing
4 2 (5.71%) Telecoms
Job Titles
1 12 (34.29%) Data Engineer
2 6 (17.14%) Senior Data Engineer
3 5 (14.29%) Developer
4 4 (11.43%) Java Developer
5 3 (8.57%) Analyst
5 3 (8.57%) Data Scientist
5 3 (8.57%) Software Engineer
6 2 (5.71%) Applications Engineer
6 2 (5.71%) ERP Analyst
6 2 (5.71%) Head of Operations
6 2 (5.71%) Java Engineer
6 2 (5.71%) Java Software Developer
6 2 (5.71%) Java Software Engineer
6 2 (5.71%) Lead Systems Engineer
6 2 (5.71%) Operations Engineer
6 2 (5.71%) Principal Engineer
6 2 (5.71%) Principal Systems Engineer
6 2 (5.71%) Software Developer
6 2 (5.71%) Systems Engineer
6 2 (5.71%) Test Engineer
Libraries, Frameworks & Software Standards
1 9 (25.71%) Natural Language Processing
2 8 (22.86%) Pandas
2 8 (22.86%) scikit-learn
3 6 (17.14%) Kafka
4 5 (14.29%) Apache NiFi
4 5 (14.29%) JSON
4 5 (14.29%) SciPy
4 5 (14.29%) YAML
5 4 (11.43%) Apache Avro
6 3 (8.57%) Apache Flex
6 3 (8.57%) Node.js
6 3 (8.57%) NumPy
6 3 (8.57%) RESTful
7 2 (5.71%) Gherkin
7 2 (5.71%) Middleware
Miscellaneous
1 8 (22.86%) Algorithms
1 8 (22.86%) Analytical Skills
2 2 (5.71%) Blog
2 2 (5.71%) Graphic Design
2 2 (5.71%) Management Information System
2 2 (5.71%) Photography
2 2 (5.71%) Self-Motivation
2 2 (5.71%) Video Editing
Operating Systems
1 5 (14.29%) Unix
2 3 (8.57%) Linux
3 2 (5.71%) Windows
Processes & Methodologies
1 18 (51.43%) Data Science
2 12 (34.29%) Machine Learning
2 12 (34.29%) Open Source
3 11 (31.43%) Agile Software Development
3 11 (31.43%) Artificial Intelligence
4 10 (28.57%) Data Analytics
5 9 (25.71%) Software Engineering
6 7 (20.00%) Business Intelligence
6 7 (20.00%) Computer Science
6 7 (20.00%) Mentoring
6 7 (20.00%) Problem-Solving
6 7 (20.00%) Root Cause Analysis
7 6 (17.14%) DevOps
7 6 (17.14%) SDLC
8 5 (14.29%) Data Analysis
8 5 (14.29%) IT Strategy
8 5 (14.29%) Mathematics
8 5 (14.29%) Operations Research
8 5 (14.29%) Statistics
8 5 (14.29%) Workflow
Programming Languages
1 18 (51.43%) Python
2 16 (45.71%) Java
3 9 (25.71%) R
4 8 (22.86%) SQL
5 6 (17.14%) C
6 5 (14.29%) C++
6 5 (14.29%) Cypher
6 5 (14.29%) MATLAB
6 5 (14.29%) Scala
6 5 (14.29%) Shell Script
7 4 (11.43%) Clojure
8 2 (5.71%) C#
8 2 (5.71%) JavaScript
8 2 (5.71%) Ruby
Qualifications
1 7 (20.00%) Degree
2 4 (11.43%) DV Cleared
2 4 (11.43%) Security Cleared
3 2 (5.71%) ISEB
3 2 (5.71%) ISTQB
3 2 (5.71%) SC Cleared
Quality Assurance & Compliance
1 5 (14.29%) Data Quality
System Software
1 5 (14.29%) Docker
Systems Management
1 2 (5.71%) HP Quality Center
Vendors
1 4 (11.43%) Oracle
2 3 (8.57%) Cognos
3 2 (5.71%) Adobe
3 2 (5.71%) ANSYS
3 2 (5.71%) HP
3 2 (5.71%) JD Edwards
3 2 (5.71%) Microsoft
3 2 (5.71%) SAP
4 1 (2.86%) Tableau