Period
to 18 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Statistics
South West > Gloucestershire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 100 126 145
Rank change year-on-year +26 +19 -13
Permanent jobs citing Statistics 30 12 11
As % of all permanent IT jobs advertised in Gloucestershire 1.80% 0.76% 0.51%
As % of the Processes & Methodologies category 1.93% 0.84% 0.56%
Number of salaries quoted 30 12 10
Gloucestershire median annual salary £60,000 £42,500 £55,000
Median salary % change year-on-year +41.18% -22.73% +120.00%
10th Percentile £39,500 £33,794 £26,850
90th Percentile £70,000 £49,375 £100,125
South West median annual salary £60,000 £39,996 £30,000
% change year-on-year +50.02% +33.32% -0.83%

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,552 1,428 1,977
As % of all permanent IT jobs advertised in Gloucestershire 93.05% 90.78% 91.36%
Number of salaries quoted 1,257 1,146 1,567
Gloucestershire median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +3.66%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £62,500 £63,750
South West median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

Statistics
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Statistics in Gloucestershire

Statistics
Salary Trend in Gloucestershire

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

Salary trend for Statistics in Gloucestershire

Statistics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Statistics in Gloucestershire over the 6 months to 18 October 2018.

Salary histogram for Statistics in Gloucestershire

Statistics
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Gloucestershire region over the 6 months to 18 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham +20 21 £60,000 +52.87% 1
Gloucester +12 5 £60,000 +66.67%
Tewkesbury -20 3 £30,000 -29.41%
Cirencester +13 1 £60,000 +70.97%
Statistics
South West

For the 6 months to 18 October 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 Gloucestershire region with a requirement for Statistics.

1 27 (90.00%) Data Science
2 21 (70.00%) Python
2 21 (70.00%) R
3 20 (66.67%) Mathematics
4 19 (63.33%) Degree
4 19 (63.33%) Analytics
5 17 (56.67%) Machine Learning
6 16 (53.33%) Analytical Skills
6 16 (53.33%) Operations Research
6 16 (53.33%) Computer Science
7 15 (50.00%) SAS
8 12 (40.00%) Agile Software Development
9 11 (36.67%) Git (software)
10 10 (33.33%) PowerShell
11 9 (30.00%) Data Warehouse
12 8 (26.67%) Scrum
12 8 (26.67%) Big Data
13 7 (23.33%) Algorithms
13 7 (23.33%) SQL
14 5 (16.67%) Data Security
14 5 (16.67%) Data Protection
14 5 (16.67%) Line Management
14 5 (16.67%) Statistical Modelling
14 5 (16.67%) GDPR
14 5 (16.67%) Master's Degree
15 4 (13.33%) Customer-Centricity
15 4 (13.33%) Collaborative Working
15 4 (13.33%) Apache Spark
15 4 (13.33%) Artificial Intelligence
15 4 (13.33%) Data Protection Act

Statistics
Co-occurring IT Skills in Gloucestershire 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 15 (50.00%) SAS
2 4 (13.33%) Apache Spark
3 3 (10.00%) Apache Pig
3 3 (10.00%) Confluence
4 1 (3.33%) Apache
Cloud Services
1 4 (13.33%) Amazon AWS
2 3 (10.00%) Microsoft Azure
3 1 (3.33%) Amazon EC2
3 1 (3.33%) Amazon EMR
Database & Business Intelligence
1 9 (30.00%) Data Warehouse
2 8 (26.67%) Big Data
3 4 (13.33%) Apache Hive
4 3 (10.00%) Amazon Redshift
4 3 (10.00%) Hadoop
4 3 (10.00%) MySQL
4 3 (10.00%) Oracle Reports
4 3 (10.00%) Power BI
4 3 (10.00%) Presto
4 3 (10.00%) SQL Server Reporting Services
Development Applications
1 11 (36.67%) Git (software)
2 3 (10.00%) JIRA
2 3 (10.00%) Maven
2 3 (10.00%) Subversion
2 3 (10.00%) Visual Studio
General
1 4 (13.33%) Retail
2 1 (3.33%) Finance
Job Titles
1 19 (63.33%) Data Scientist
2 12 (40.00%) Senior Data Scientist
3 5 (16.67%) Consultant
3 5 (16.67%) Data Consultant
3 5 (16.67%) Principal Consultant
4 3 (10.00%) Report Writer
4 3 (10.00%) Scrum Master
5 2 (6.67%) Analyst
5 2 (6.67%) Database Analyst
5 2 (6.67%) Junior
5 2 (6.67%) Junior Analyst
5 2 (6.67%) Report Analyst
5 2 (6.67%) SQL Analyst
5 2 (6.67%) SQL Reporting Analyst
6 1 (3.33%) Data Engineer
6 1 (3.33%) Data Science Leader
6 1 (3.33%) Team Leader
Libraries, Frameworks & Software Standards
1 3 (10.00%) JSON
1 3 (10.00%) Web Services
1 3 (10.00%) XML
Miscellaneous
1 16 (53.33%) Analytical Skills
1 16 (53.33%) Computer Science
2 7 (23.33%) Algorithms
3 4 (13.33%) Data Protection Act
4 1 (3.33%) Greenfield Project
Processes & Methodologies
1 27 (90.00%) Data Science
2 20 (66.67%) Mathematics
3 19 (63.33%) Analytics
4 17 (56.67%) Machine Learning
5 16 (53.33%) Operations Research
6 12 (40.00%) Agile Software Development
7 8 (26.67%) Scrum
8 5 (16.67%) Data Protection
8 5 (16.67%) Data Security
8 5 (16.67%) Line Management
8 5 (16.67%) Statistical Modelling
9 4 (13.33%) Artificial Intelligence
9 4 (13.33%) Collaborative Working
9 4 (13.33%) Continuous Improvement
9 4 (13.33%) Customer-Centricity
9 4 (13.33%) Open Source
9 4 (13.33%) Workflow
10 3 (10.00%) Coaching
10 3 (10.00%) Predictive Analysis
10 3 (10.00%) TDD
Programming Languages
1 21 (70.00%) Python
1 21 (70.00%) R
2 10 (33.33%) PowerShell
3 7 (23.33%) SQL
4 3 (10.00%) Java
4 3 (10.00%) T-SQL
5 2 (6.67%) C++
Qualifications
1 19 (63.33%) Degree
2 5 (16.67%) Master's Degree
Quality Assurance & Compliance
1 5 (16.67%) GDPR
2 1 (3.33%) QA
Vendors
1 3 (10.00%) Apple
1 3 (10.00%) Oracle
1 3 (10.00%) TOWER Software
2 1 (3.33%) Tableau