Period
to 17 October 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 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Gloucestershire > Cheltenham
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 34 49 20
Rank change year-on-year +15 -29 +30
Permanent jobs citing Analytical Skills 42 30 113
As % of all permanent IT jobs advertised in Cheltenham 6.42% 6.48% 13.23%
As % of the Miscellaneous category 15.22% 25.64% 26.34%
Number of salaries quoted 39 28 90
Cheltenham median annual salary £50,000 £25,000 £49,500
Median salary % change year-on-year +100.00% -49.49% +28.57%
10th Percentile £37,700 £17,750 £25,000
90th Percentile £60,000 £54,500 £110,000
Gloucestershire median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +12.50%

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 276 117 429
As % of all permanent IT jobs advertised in Cheltenham 42.20% 25.27% 50.23%
Number of salaries quoted 203 105 356
Cheltenham median annual salary £45,000 £42,500 £47,000
Median salary % change year-on-year +5.88% -9.57% +17.50%
10th Percentile £18,495 £19,300 £26,250
90th Percentile £62,250 £61,500 £67,500
Gloucestershire median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +10.00%

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 October 2018.

Salary histogram for Analytical Skills in Cheltenham

For the 6 months to 17 October 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 29 (69.05%) Mathematics
2 20 (47.62%) Back Office
3 17 (40.48%) WFM
3 17 (40.48%) Erlang
3 17 (40.48%) Front Office
3 17 (40.48%) Verint
4 16 (38.10%) Degree
5 14 (33.33%) Agile Software Development
5 14 (33.33%) Data Science
6 13 (30.95%) Statistics
7 12 (28.57%) Operations Research
7 12 (28.57%) Computer Science
8 9 (21.43%) Python
8 9 (21.43%) SAS
8 9 (21.43%) R
9 6 (14.29%) Analytics
9 6 (14.29%) Continuous Improvement
9 6 (14.29%) Machine Learning
9 6 (14.29%) Customer-Centricity
10 5 (11.90%) Collaborative Working
10 5 (11.90%) Problem-Solving
10 5 (11.90%) PowerShell
10 5 (11.90%) Git (software)
10 5 (11.90%) Line Management
10 5 (11.90%) Data Warehouse
10 5 (11.90%) SAP
10 5 (11.90%) ERP
11 4 (9.52%) Data Security
11 4 (9.52%) Microsoft
11 4 (9.52%) Data Protection Act

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 (21.43%) SAS
2 1 (2.38%) Apache
2 1 (2.38%) Apache Spark
2 1 (2.38%) Elasticsearch
Applications
1 2 (4.76%) Microsoft Office
2 1 (2.38%) Microsoft Excel
2 1 (2.38%) MS Visio
Business Applications
1 2 (4.76%) Dynamics CRM
Cloud Services
1 2 (4.76%) Dynamics 365
2 1 (2.38%) Amazon AWS
2 1 (2.38%) Amazon EC2
2 1 (2.38%) Amazon EMR
Communications & Networking
1 1 (2.38%) Intranet
Database & Business Intelligence
1 5 (11.90%) Data Warehouse
2 4 (9.52%) Big Data
3 3 (7.14%) Qlik Sense
4 1 (2.38%) Apache Hive
4 1 (2.38%) MongoDB
Development Applications
1 5 (11.90%) Git (software)
2 1 (2.38%) Bitbucket
General
1 20 (47.62%) Back Office
2 17 (40.48%) Front Office
3 3 (7.14%) Billing
3 3 (7.14%) Finance
4 2 (4.76%) Retail
5 1 (2.38%) Marketing
Job Titles
1 17 (40.48%) Planning Manager
1 17 (40.48%) Resource Manager
1 17 (40.48%) Resource Planning Manager
2 7 (16.67%) Data Scientist
3 6 (14.29%) Senior Data Scientist
4 4 (9.52%) Consultant
5 3 (7.14%) Business Manager
5 3 (7.14%) Business Systems Manager
5 3 (7.14%) Data Consultant
5 3 (7.14%) ERP Manager
5 3 (7.14%) Principal Consultant
5 3 (7.14%) Scrum Master
5 3 (7.14%) Systems Manager
6 2 (4.76%) Applications Support
7 1 (2.38%) .NET Developer
7 1 (2.38%) Analyst
7 1 (2.38%) Business Analyst
7 1 (2.38%) Developer
7 1 (2.38%) Software Developer
7 1 (2.38%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (2.38%) .NET
1 1 (2.38%) ASP.NET
1 1 (2.38%) HTML
Miscellaneous
1 12 (28.57%) Computer Science
2 4 (9.52%) Data Protection Act
3 2 (4.76%) Algorithms
4 1 (2.38%) Cyber Defence
4 1 (2.38%) Cyberattack
4 1 (2.38%) Social Media
Processes & Methodologies
1 29 (69.05%) Mathematics
2 17 (40.48%) WFM
3 14 (33.33%) Agile Software Development
3 14 (33.33%) Data Science
4 13 (30.95%) Statistics
5 12 (28.57%) Operations Research
6 6 (14.29%) Analytics
6 6 (14.29%) Continuous Improvement
6 6 (14.29%) Customer-Centricity
6 6 (14.29%) Machine Learning
7 5 (11.90%) Collaborative Working
7 5 (11.90%) ERP
7 5 (11.90%) Line Management
7 5 (11.90%) Problem-Solving
8 4 (9.52%) Coaching
8 4 (9.52%) Data Protection
8 4 (9.52%) Data Security
8 4 (9.52%) Open Source
8 4 (9.52%) Scrum
8 4 (9.52%) Statistical Modelling
Programming Languages
1 17 (40.48%) Erlang
2 9 (21.43%) Python
2 9 (21.43%) R
3 5 (11.90%) PowerShell
4 2 (4.76%) JavaScript
5 1 (2.38%) C#
5 1 (2.38%) Java
Qualifications
1 16 (38.10%) Degree
2 4 (9.52%) Master's Degree
3 1 (2.38%) DV Cleared
3 1 (2.38%) ISEB
3 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 4 (9.52%) GDPR
2 1 (2.38%) QA
Vendors
1 17 (40.48%) Verint
2 5 (11.90%) SAP
3 4 (9.52%) Microsoft
4 3 (7.14%) ConnectWise
4 3 (7.14%) Mitel
5 1 (2.38%) Facebook
5 1 (2.38%) Google
5 1 (2.38%) Oracle