Period
to 10 December 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 10 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Gloucestershire > Cheltenham
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 28 47 22
Rank change year-on-year +19 -25 +32
Permanent jobs citing Analytical Skills 46 27 90
As % of all permanent IT jobs advertised in Cheltenham 7.65% 5.57% 11.35%
As % of the Miscellaneous category 17.62% 21.43% 23.20%
Number of salaries quoted 37 25 71
Cheltenham median annual salary £50,000 £25,000 £50,000
Median salary % change year-on-year +100.00% -50.00% +33.33%
10th Percentile £37,650 £17,750 £25,000
90th Percentile £60,000 £63,000 £70,000
Gloucestershire median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -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 261 126 388
As % of all permanent IT jobs advertised in Cheltenham 43.43% 25.98% 48.93%
Number of salaries quoted 201 106 323
Cheltenham median annual salary £45,000 £32,250 £47,500
Median salary % change year-on-year +39.53% -32.11% +5.56%
10th Percentile £18,495 £17,750 £26,250
90th Percentile £60,000 £59,375 £67,500
Gloucestershire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.66%

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 10 December 2018.

Salary histogram for Analytical Skills in Cheltenham

For the 6 months to 10 December 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 31 (67.39%) Mathematics
2 20 (43.48%) Back Office
3 17 (36.96%) Front Office
3 17 (36.96%) Degree
3 17 (36.96%) WFM
3 17 (36.96%) Erlang
3 17 (36.96%) Verint
4 15 (32.61%) Data Science
4 15 (32.61%) Statistics
5 12 (26.09%) Operations Research
5 12 (26.09%) Computer Science
5 12 (26.09%) Agile Software Development
6 9 (19.57%) Python
6 9 (19.57%) R
7 8 (17.39%) Machine Learning
7 8 (17.39%) Analytics
7 8 (17.39%) SAS
8 6 (13.04%) Big Data
8 6 (13.04%) Continuous Improvement
8 6 (13.04%) Customer-Centricity
9 5 (10.87%) Decision-Making
9 5 (10.87%) Coaching
9 5 (10.87%) Line Management
9 5 (10.87%) Git (software)
10 4 (8.70%) Open Source
10 4 (8.70%) PowerShell
10 4 (8.70%) Statistical Modelling
10 4 (8.70%) Algorithms
10 4 (8.70%) Master's Degree
10 4 (8.70%) Problem-Solving

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 8 (17.39%) SAS
2 3 (6.52%) Apache Spark
3 2 (4.35%) Apache Pig
4 1 (2.17%) Apache
4 1 (2.17%) Elasticsearch
Applications
1 3 (6.52%) Microsoft Office
2 2 (4.35%) MS Visio
3 1 (2.17%) Microsoft Excel
Business Applications
1 1 (2.17%) Dynamics CRM
Cloud Services
1 1 (2.17%) Amazon AWS
1 1 (2.17%) Amazon EC2
1 1 (2.17%) Amazon EMR
1 1 (2.17%) Dynamics 365
Communications & Networking
1 1 (2.17%) Intranet
Database & Business Intelligence
1 6 (13.04%) Big Data
2 4 (8.70%) Data Warehouse
3 3 (6.52%) Apache Hive
3 3 (6.52%) Qlik Sense
4 2 (4.35%) Data Mining
4 2 (4.35%) Hadoop
4 2 (4.35%) Text Mining
5 1 (2.17%) MongoDB
Development Applications
1 5 (10.87%) Git (software)
General
1 20 (43.48%) Back Office
2 17 (36.96%) Front Office
3 3 (6.52%) Billing
3 3 (6.52%) Finance
4 2 (4.35%) Retail
5 1 (2.17%) Marketing
Job Titles
1 17 (36.96%) Planning Manager
1 17 (36.96%) Resource Manager
1 17 (36.96%) Resource Planning Manager
2 8 (17.39%) Data Scientist
3 5 (10.87%) Senior Data Scientist
4 4 (8.70%) Architect
4 4 (8.70%) Consultant
4 4 (8.70%) Solutions Architect
5 3 (6.52%) Business Manager
5 3 (6.52%) Business Systems Manager
5 3 (6.52%) Data Consultant
5 3 (6.52%) ERP Manager
5 3 (6.52%) Principal Consultant
5 3 (6.52%) Scrum Master
5 3 (6.52%) Systems Manager
6 2 (4.35%) Analyst
6 2 (4.35%) Business Analyst
7 1 (2.17%) Applications Support
7 1 (2.17%) Developer
7 1 (2.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (2.17%) .NET
1 1 (2.17%) ASP.NET
1 1 (2.17%) HTML
Miscellaneous
1 4 (8.70%) Algorithms
2 3 (6.52%) Data Protection Act
2 3 (6.52%) Social Media
3 2 (4.35%) Data Structures
3 2 (4.35%) Management Information System
4 1 (2.17%) Cyber Defence
4 1 (2.17%) Cyberattack
Processes & Methodologies
1 31 (67.39%) Mathematics
2 17 (36.96%) WFM
3 15 (32.61%) Data Science
3 15 (32.61%) Statistics
4 12 (26.09%) Agile Software Development
4 12 (26.09%) Computer Science
4 12 (26.09%) Operations Research
5 8 (17.39%) Analytics
5 8 (17.39%) Machine Learning
6 6 (13.04%) Continuous Improvement
6 6 (13.04%) Customer-Centricity
7 5 (10.87%) Coaching
7 5 (10.87%) Decision-Making
7 5 (10.87%) Line Management
8 4 (8.70%) Collaborative Working
8 4 (8.70%) Data Security
8 4 (8.70%) Open Source
8 4 (8.70%) Problem-Solving
8 4 (8.70%) Scrum
8 4 (8.70%) Statistical Modelling
Programming Languages
1 17 (36.96%) Erlang
2 9 (19.57%) Python
2 9 (19.57%) R
3 4 (8.70%) PowerShell
4 2 (4.35%) JavaScript
5 1 (2.17%) C#
5 1 (2.17%) Java
Qualifications
1 17 (36.96%) Degree
2 4 (8.70%) Master's Degree
3 3 (6.52%) Security Cleared
4 2 (4.35%) ISEB
5 1 (2.17%) DV Cleared
Quality Assurance & Compliance
1 3 (6.52%) GDPR
2 1 (2.17%) QA
Vendors
1 17 (36.96%) Verint
2 4 (8.70%) Microsoft
2 4 (8.70%) SAP
3 3 (6.52%) ConnectWise
3 3 (6.52%) Mitel
4 1 (2.17%) Facebook
4 1 (2.17%) Google
4 1 (2.17%) Oracle