Period
to 17 August 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cheltenham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 17 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Gloucestershire > Cheltenham
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 47 35 17
Rank change year-on-year -12 -18 +25
Permanent jobs citing Analytical Skills 36 47 116
As % of all permanent IT jobs advertised in Cheltenham 5.41% 10.49% 12.99%
As % of the Miscellaneous category 13.90% 33.10% 26.73%
Number of salaries quoted 30 44 89
Cheltenham median annual salary £50,000 £22,500 £50,000
Median salary % change year-on-year +122.22% -55.00% +29.87%
10th Percentile £37,100 £17,975 £26,100
90th Percentile £60,000 £53,375 £110,000
Gloucestershire median annual salary £47,500 £37,500 £45,000
% change year-on-year +26.67% -16.67% +15.38%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cheltenham
Permanent vacancies with a requirement for generic IT skills 259 142 434
As % of all permanent IT jobs advertised in Cheltenham 38.89% 31.70% 48.60%
Number of salaries quoted 191 126 327
Cheltenham median annual salary £40,000 £38,750 £46,000
Median salary % change year-on-year +3.23% -15.76% +15.00%
10th Percentile £17,750 £19,500 £27,750
90th Percentile £62,500 £60,000 £67,500
Gloucestershire median annual salary £45,000 £40,000 £45,000
% change year-on-year +12.50% -11.11% +12.50%

Analytical Skills
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Analytical Skills in Cheltenham

Analytical Skills
Salary Trend in Cheltenham

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

Salary trend for Analytical Skills in Cheltenham

Analytical Skills
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Analytical Skills in Cheltenham over the 6 months to 17 August 2018.

Salary histogram for Analytical Skills in Cheltenham

For the 6 months to 17 August 2018, IT jobs citing Analytical Skills 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 Analytical Skills.

1 20 (55.56%) Mathematics
2 17 (47.22%) Degree
3 14 (38.89%) Agile Software Development
3 14 (38.89%) Data Science
4 13 (36.11%) Statistics
4 13 (36.11%) Python
5 12 (33.33%) Computer Science
5 12 (33.33%) Operations Research
6 10 (27.78%) Back Office
7 9 (25.00%) SAS
7 9 (25.00%) Problem-Solving
7 9 (25.00%) Git (software)
7 9 (25.00%) R
8 8 (22.22%) Verint
8 8 (22.22%) Erlang
8 8 (22.22%) WFM
8 8 (22.22%) Front Office
8 8 (22.22%) Capita
9 7 (19.44%) SDLC
10 6 (16.67%) Analytics
10 6 (16.67%) Machine Learning
10 6 (16.67%) Collaborative Working
11 5 (13.89%) Customer-Centricity
11 5 (13.89%) Line Management
11 5 (13.89%) Continuous Improvement
11 5 (13.89%) PowerShell
11 5 (13.89%) Data Warehouse
12 4 (11.11%) Microsoft
12 4 (11.11%) Configuration Management
12 4 (11.11%) ERP

Analytical Skills
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 9 (25.00%) SAS
2 1 (2.78%) Apache
2 1 (2.78%) Apache Spark
2 1 (2.78%) Elasticsearch
Applications
1 1 (2.78%) Microsoft Excel
1 1 (2.78%) Microsoft Office
Business Applications
1 3 (8.33%) Dynamics CRM
Cloud Services
1 3 (8.33%) Dynamics 365
2 1 (2.78%) Amazon AWS
2 1 (2.78%) Amazon EC2
2 1 (2.78%) Amazon EMR
Communications & Networking
1 1 (2.78%) Intranet
Database & Business Intelligence
1 5 (13.89%) Data Warehouse
2 4 (11.11%) Big Data
3 2 (5.56%) Qlik Sense
4 1 (2.78%) Apache Hive
4 1 (2.78%) MongoDB
Development Applications
1 9 (25.00%) Git (software)
2 4 (11.11%) Atlassian Bamboo
2 4 (11.11%) Jenkins
3 1 (2.78%) Bitbucket
General
1 10 (27.78%) Back Office
2 8 (22.22%) Front Office
3 2 (5.56%) Billing
3 2 (5.56%) Finance
3 2 (5.56%) Retail
4 1 (2.78%) Marketing
Job Titles
1 8 (22.22%) Planning Manager
1 8 (22.22%) Resource Manager
1 8 (22.22%) Resource Planning Manager
2 7 (19.44%) Data Scientist
3 6 (16.67%) Senior Data Scientist
4 4 (11.11%) Consultant
4 4 (11.11%) Test Automation Engineer
4 4 (11.11%) Test Engineer
4 4 (11.11%) Test Scripter
5 3 (8.33%) Applications Support
5 3 (8.33%) Data Consultant
5 3 (8.33%) Principal Consultant
5 3 (8.33%) Scrum Master
6 2 (5.56%) Business Manager
6 2 (5.56%) Business Systems Manager
6 2 (5.56%) ERP Manager
6 2 (5.56%) Systems Manager
7 1 (2.78%) .NET Developer
7 1 (2.78%) Team Leader
7 1 (2.78%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (2.78%) .NET
1 1 (2.78%) ASP.NET
1 1 (2.78%) HTML
Miscellaneous
1 12 (33.33%) Computer Science
2 4 (11.11%) Data Protection Act
3 2 (5.56%) Algorithms
4 1 (2.78%) Cyber Defence
4 1 (2.78%) Cyberattack
4 1 (2.78%) Social Media
Processes & Methodologies
1 20 (55.56%) Mathematics
2 14 (38.89%) Agile Software Development
2 14 (38.89%) Data Science
3 13 (36.11%) Statistics
4 12 (33.33%) Operations Research
5 9 (25.00%) Problem-Solving
6 8 (22.22%) WFM
7 7 (19.44%) SDLC
8 6 (16.67%) Analytics
8 6 (16.67%) Collaborative Working
8 6 (16.67%) Machine Learning
9 5 (13.89%) Continuous Improvement
9 5 (13.89%) Customer-Centricity
9 5 (13.89%) Line Management
10 4 (11.11%) Continuous Integration
10 4 (11.11%) Data Protection
10 4 (11.11%) Open Source
10 4 (11.11%) Risk Analysis
10 4 (11.11%) Scenario Testing
10 4 (11.11%) Statistical Modelling
Programming Languages
1 13 (36.11%) Python
2 9 (25.00%) R
3 8 (22.22%) Erlang
4 5 (13.89%) PowerShell
5 4 (11.11%) Bash Shell
5 4 (11.11%) Perl
5 4 (11.11%) Ruby
6 2 (5.56%) JavaScript
7 1 (2.78%) C#
7 1 (2.78%) Java
Qualifications
1 17 (47.22%) Degree
2 4 (11.11%) ISTQB
2 4 (11.11%) ISTQB Foundation Certification
2 4 (11.11%) Master's Degree
3 1 (2.78%) DV Cleared
3 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 4 (11.11%) GDPR
2 1 (2.78%) QA
Systems Management
1 4 (11.11%) Puppet
Vendors
1 8 (22.22%) Capita
1 8 (22.22%) Verint
2 4 (11.11%) Microsoft
2 4 (11.11%) SAP
3 2 (5.56%) ConnectWise
3 2 (5.56%) Mitel
4 1 (2.78%) Facebook
4 1 (2.78%) Google
4 1 (2.78%) Oracle