Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Statistics
South West > Gloucestershire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 108 136 149
Rank change year-on-year +28 +13 -12
Permanent jobs citing Statistics 26 10 6
As % of all permanent IT jobs advertised in Gloucestershire 1.55% 0.60% 0.28%
As % of the Processes & Methodologies category 1.67% 0.65% 0.31%
Number of salaries quoted 25 10 6
Gloucestershire median annual salary £60,000 £42,500 £47,500
Median salary % change year-on-year +41.18% -10.53% +90.00%
10th Percentile £37,000 £35,075 £29,375
90th Percentile £69,000 £44,875 £75,000
South West median annual salary £55,000 £39,250 £35,000
% change year-on-year +40.13% +12.14% +16.67%

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 1,554 1,535 1,905
As % of all permanent IT jobs advertised in Gloucestershire 92.89% 92.08% 90.37%
Number of salaries quoted 1,265 1,248 1,395
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £26,250 £25,500 £26,250
90th Percentile £66,250 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 15 August 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 15 August 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 +15 19 £60,000 +110.53% 1
Tewkesbury -22 3 £30,000 -29.41%
Gloucester +8 2 £66,250 +84.03% 3
Cirencester - 2 £60,000 -
Statistics
South West

For the 6 months to 15 August 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 22 (84.62%) Data Science
2 18 (69.23%) Python
2 18 (69.23%) R
3 15 (57.69%) Mathematics
3 15 (57.69%) Machine Learning
3 15 (57.69%) Analytics
4 14 (53.85%) Degree
4 14 (53.85%) SAS
5 13 (50.00%) Computer Science
5 13 (50.00%) Operations Research
5 13 (50.00%) Analytical Skills
6 12 (46.15%) Agile Software Development
7 9 (34.62%) Git (software)
8 8 (30.77%) PowerShell
8 8 (30.77%) Scrum
8 8 (30.77%) Big Data
9 7 (26.92%) Data Warehouse
9 7 (26.92%) SQL
10 6 (23.08%) Data Security
11 5 (19.23%) Algorithms
11 5 (19.23%) Master's Degree
11 5 (19.23%) Statistical Modelling
11 5 (19.23%) Line Management
12 4 (15.38%) Apache Spark
12 4 (15.38%) Apache Hive
12 4 (15.38%) Continuous Improvement
12 4 (15.38%) GDPR
12 4 (15.38%) Collaborative Working
12 4 (15.38%) Retail
12 4 (15.38%) Data Protection

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 14 (53.85%) SAS
2 4 (15.38%) Apache Spark
3 3 (11.54%) Apache Pig
3 3 (11.54%) Confluence
4 1 (3.85%) Apache
Applications
1 1 (3.85%) Microsoft Excel
1 1 (3.85%) Microsoft Office
Cloud Services
1 4 (15.38%) Amazon AWS
2 3 (11.54%) Microsoft Azure
3 1 (3.85%) Amazon EC2
3 1 (3.85%) Amazon EMR
Database & Business Intelligence
1 8 (30.77%) Big Data
2 7 (26.92%) Data Warehouse
3 4 (15.38%) Apache Hive
4 3 (11.54%) Amazon Redshift
4 3 (11.54%) Hadoop
4 3 (11.54%) MySQL
4 3 (11.54%) Oracle Reports
4 3 (11.54%) Power BI
4 3 (11.54%) Presto
4 3 (11.54%) SQL Server Reporting Services
5 1 (3.85%) Data Mining
5 1 (3.85%) SQL Server
Development Applications
1 9 (34.62%) Git (software)
2 3 (11.54%) JIRA
2 3 (11.54%) Maven
2 3 (11.54%) Subversion
2 3 (11.54%) Visual Studio
General
1 4 (15.38%) Retail
2 2 (7.69%) Finance
Job Titles
1 14 (53.85%) Data Scientist
2 7 (26.92%) Senior Data Scientist
3 4 (15.38%) Consultant
3 4 (15.38%) Data Consultant
3 4 (15.38%) Principal Consultant
4 3 (11.54%) Analyst
4 3 (11.54%) Report Writer
4 3 (11.54%) Scrum Master
4 3 (11.54%) SQL Analyst
5 2 (7.69%) Database Analyst
5 2 (7.69%) Junior
5 2 (7.69%) Junior Analyst
5 2 (7.69%) Report Analyst
5 2 (7.69%) SQL Reporting Analyst
6 1 (3.85%) Data Analyst
6 1 (3.85%) Data Engineer
6 1 (3.85%) Data Science Leader
6 1 (3.85%) SQL Data Analyst
6 1 (3.85%) SQL Server Analyst
6 1 (3.85%) Team Leader
Libraries, Frameworks & Software Standards
1 3 (11.54%) JSON
1 3 (11.54%) Web Services
1 3 (11.54%) XML
Miscellaneous
1 13 (50.00%) Analytical Skills
1 13 (50.00%) Computer Science
2 5 (19.23%) Algorithms
3 3 (11.54%) Data Protection Act
4 1 (3.85%) Data Structures
4 1 (3.85%) Greenfield Project
Processes & Methodologies
1 22 (84.62%) Data Science
2 15 (57.69%) Analytics
2 15 (57.69%) Machine Learning
2 15 (57.69%) Mathematics
3 13 (50.00%) Operations Research
4 12 (46.15%) Agile Software Development
5 8 (30.77%) Scrum
6 6 (23.08%) Data Security
7 5 (19.23%) Line Management
7 5 (19.23%) Statistical Modelling
8 4 (15.38%) Artificial Intelligence
8 4 (15.38%) Collaborative Working
8 4 (15.38%) Continuous Improvement
8 4 (15.38%) Data Protection
9 3 (11.54%) Coaching
9 3 (11.54%) Customer-Centricity
9 3 (11.54%) Open Source
9 3 (11.54%) TDD
9 3 (11.54%) Workflow
10 2 (7.69%) Data Analytics
Programming Languages
1 18 (69.23%) Python
1 18 (69.23%) R
2 8 (30.77%) PowerShell
3 7 (26.92%) SQL
4 3 (11.54%) Java
4 3 (11.54%) T-SQL
5 2 (7.69%) C++
Qualifications
1 14 (53.85%) Degree
2 5 (19.23%) Master's Degree
Quality Assurance & Compliance
1 4 (15.38%) GDPR
2 1 (3.85%) QA
Vendors
1 3 (11.54%) Apple
1 3 (11.54%) Oracle
1 3 (11.54%) TOWER Software
2 1 (3.85%) Microsoft
2 1 (3.85%) Tableau