Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Statistics
Gloucestershire > Cheltenham
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 51 76 88
Rank change year-on-year +25 +12 -
Permanent jobs citing Statistics 23 1 7
As % of all permanent IT jobs advertised in Cheltenham 3.89% 0.21% 0.88%
As % of the Processes & Methodologies category 4.29% 0.22% 0.94%
Number of salaries quoted 21 1 7
Cheltenham median annual salary £60,000 £50,000 £55,000
Median salary % change year-on-year +20.00% -9.09% -
10th Percentile £45,000 £50,000 £39,900
90th Percentile £62,500 £50,000 £134,250
Gloucestershire median annual salary £60,000 £42,500 £55,000
% change year-on-year +41.18% -22.73% +96.43%

Statistics 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 536 446 742
As % of all permanent IT jobs advertised in Cheltenham 90.69% 92.53% 92.98%
Number of salaries quoted 422 393 634
Cheltenham median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £26,250 £22,750 £28,000
90th Percentile £65,000 £60,000 £65,000
Gloucestershire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +2.41%

Statistics
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Statistics in Cheltenham

Statistics
Salary Trend in Cheltenham

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

Salary trend for Statistics in Cheltenham

Statistics
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Statistics in Cheltenham over the 6 months to 15 December 2018.

Salary histogram for Statistics in Cheltenham

For the 6 months to 15 December 2018, IT jobs citing Statistics 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 Statistics.

1 23 (100.00%) Data Science
2 18 (78.26%) Degree
3 17 (73.91%) Mathematics
3 17 (73.91%) Python
4 16 (69.57%) R
4 16 (69.57%) Machine Learning
4 16 (69.57%) Analytics
5 15 (65.22%) Analytical Skills
6 14 (60.87%) SAS
7 13 (56.52%) Computer Science
7 13 (56.52%) Operations Research
8 9 (39.13%) Git (software)
8 9 (39.13%) Agile Software Development
9 8 (34.78%) Scrum
9 8 (34.78%) PowerShell
10 6 (26.09%) Algorithms
10 6 (26.09%) Big Data
11 5 (21.74%) Statistical Modelling
11 5 (21.74%) Master's Degree
11 5 (21.74%) Line Management
11 5 (21.74%) Data Security
12 4 (17.39%) Data Warehouse
12 4 (17.39%) Data Protection
12 4 (17.39%) GDPR
12 4 (17.39%) Continuous Improvement
12 4 (17.39%) Data Analytics
12 4 (17.39%) Collaborative Working
13 3 (13.04%) Apache Hive
13 3 (13.04%) Visualisation
13 3 (13.04%) Open Source

Statistics
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 14 (60.87%) SAS
2 3 (13.04%) Apache Spark
3 2 (8.70%) Apache Pig
4 1 (4.35%) Apache
Cloud Services
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Amazon EC2
1 1 (4.35%) Amazon EMR
Database & Business Intelligence
1 6 (26.09%) Big Data
2 4 (17.39%) Data Warehouse
3 3 (13.04%) Apache Hive
4 2 (8.70%) Data Mining
4 2 (8.70%) Hadoop
4 2 (8.70%) Text Mining
Development Applications
1 9 (39.13%) Git (software)
General
1 1 (4.35%) Finance
1 1 (4.35%) Retail
Job Titles
1 15 (65.22%) Data Scientist
2 9 (39.13%) Senior Data Scientist
3 4 (17.39%) Consultant
3 4 (17.39%) Data Consultant
3 4 (17.39%) Principal Consultant
4 3 (13.04%) Scrum Master
5 1 (4.35%) Data Engineer
5 1 (4.35%) Data Science Leader
5 1 (4.35%) Team Leader
Miscellaneous
1 15 (65.22%) Analytical Skills
2 6 (26.09%) Algorithms
3 3 (13.04%) Data Protection Act
4 2 (8.70%) Data Structures
4 2 (8.70%) Management Information System
4 2 (8.70%) Social Media
Processes & Methodologies
1 23 (100.00%) Data Science
2 17 (73.91%) Mathematics
3 16 (69.57%) Analytics
3 16 (69.57%) Machine Learning
4 13 (56.52%) Computer Science
4 13 (56.52%) Operations Research
5 9 (39.13%) Agile Software Development
6 8 (34.78%) Scrum
7 5 (21.74%) Data Security
7 5 (21.74%) Line Management
7 5 (21.74%) Statistical Modelling
8 4 (17.39%) Collaborative Working
8 4 (17.39%) Continuous Improvement
8 4 (17.39%) Data Analytics
8 4 (17.39%) Data Protection
9 3 (13.04%) Artificial Intelligence
9 3 (13.04%) Data Analysis
9 3 (13.04%) Statistical Analysis
9 3 (13.04%) Visualisation
9 3 (13.04%) Workflow
Programming Languages
1 17 (73.91%) Python
2 16 (69.57%) R
3 8 (34.78%) PowerShell
4 1 (4.35%) SQL
Qualifications
1 18 (78.26%) Degree
2 5 (21.74%) Master's Degree
3 2 (8.70%) Security Cleared
Quality Assurance & Compliance
1 4 (17.39%) GDPR
2 1 (4.35%) QA
Vendors
1 1 (4.35%) Tableau