Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Statistics
South West > Gloucestershire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 98 118 159
Rank change year-on-year +20 +41 -20
Permanent jobs citing Statistics 18 14 12
As % of all permanent IT jobs advertised in Gloucestershire 1.24% 0.99% 0.55%
As % of the Processes & Methodologies category 1.37% 1.08% 0.58%
Number of salaries quoted 12 12 11
Gloucestershire median annual salary £60,000 £52,500 £55,000
Median salary % change year-on-year +14.29% -4.55% +37.50%
10th Percentile £40,375 £41,250 £27,500
90th Percentile £67,000 £62,500 £61,250
South West median annual salary £60,000 £51,250 £30,000
% change year-on-year +17.07% +70.83% -14.29%

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 1,311 1,293 2,052
As % of all permanent IT jobs advertised in Gloucestershire 90.35% 91.12% 93.53%
Number of salaries quoted 961 1,064 1,695
Gloucestershire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £25,000 £26,750
90th Percentile £67,500 £62,500 £62,500
South West median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

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 22 January 2019.

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 22 January 2019. 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 9 £60,000 +20.00%
Gloucester - 4 £60,000 - 2
Statistics
South West

For the 6 months to 22 January 2019, 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 17 (94.44%) Data Science
2 16 (88.89%) Degree
3 15 (83.33%) Mathematics
4 14 (77.78%) Analytics
4 14 (77.78%) Analytical Skills
5 12 (66.67%) Machine Learning
6 10 (55.56%) Big Data
6 10 (55.56%) Algorithms
7 8 (44.44%) Apache Spark
7 8 (44.44%) Apache Hive
7 8 (44.44%) Security Cleared
7 8 (44.44%) Statistical Analysis
7 8 (44.44%) Data Analytics
8 7 (38.89%) Text Mining
8 7 (38.89%) Data Analysis
8 7 (38.89%) Artificial Intelligence
8 7 (38.89%) Data Mining
8 7 (38.89%) Python
8 7 (38.89%) Management Information System
8 7 (38.89%) Hadoop
8 7 (38.89%) Visualisation
8 7 (38.89%) R
8 7 (38.89%) MapReduce
8 7 (38.89%) Social Media
8 7 (38.89%) Web Application Development
8 7 (38.89%) Data Structures
8 7 (38.89%) Apache Pig
8 7 (38.89%) Decision-Making
8 7 (38.89%) Exploratory Analysis
9 6 (33.33%) SC Cleared

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 8 (44.44%) Apache Spark
2 7 (38.89%) Apache Pig
3 4 (22.22%) SAS
4 1 (5.56%) Apache
Cloud Services
1 1 (5.56%) Amazon AWS
1 1 (5.56%) Amazon EC2
1 1 (5.56%) Amazon EMR
Database & Business Intelligence
1 10 (55.56%) Big Data
2 8 (44.44%) Apache Hive
3 7 (38.89%) Data Mining
3 7 (38.89%) Hadoop
3 7 (38.89%) Text Mining
4 3 (16.67%) Data Warehouse
Development Applications
1 3 (16.67%) Git (software)
General
1 1 (5.56%) Finance
1 1 (5.56%) Retail
Job Titles
1 15 (83.33%) Data Scientist
2 6 (33.33%) Senior Data Scientist
3 2 (11.11%) Consultant
3 2 (11.11%) Data Consultant
3 2 (11.11%) Principal Consultant
4 1 (5.56%) Analyst
4 1 (5.56%) Data Engineer
4 1 (5.56%) Scrum Master
4 1 (5.56%) Service Analyst
4 1 (5.56%) Support Analyst
Miscellaneous
1 14 (77.78%) Analytical Skills
2 10 (55.56%) Algorithms
3 7 (38.89%) Data Structures
3 7 (38.89%) Management Information System
3 7 (38.89%) Social Media
4 2 (11.11%) Data Protection Act
Processes & Methodologies
1 17 (94.44%) Data Science
2 15 (83.33%) Mathematics
3 14 (77.78%) Analytics
4 12 (66.67%) Machine Learning
5 8 (44.44%) Data Analytics
5 8 (44.44%) Statistical Analysis
6 7 (38.89%) Artificial Intelligence
6 7 (38.89%) Data Analysis
6 7 (38.89%) Decision-Making
6 7 (38.89%) Exploratory Analysis
6 7 (38.89%) MapReduce
6 7 (38.89%) Visualisation
6 7 (38.89%) Web Application Development
7 6 (33.33%) Computer Science
7 6 (33.33%) Operations Research
8 2 (11.11%) Applied Mathematics
8 2 (11.11%) Data Protection
8 2 (11.11%) Open Source
8 2 (11.11%) Scrum
8 2 (11.11%) Workflow
Programming Languages
1 7 (38.89%) Python
1 7 (38.89%) R
2 5 (27.78%) C
3 3 (16.67%) PowerShell
4 1 (5.56%) SQL
Qualifications
1 16 (88.89%) Degree
2 8 (44.44%) Security Cleared
3 6 (33.33%) SC Cleared
4 1 (5.56%) ITIL Certification
4 1 (5.56%) Master's Degree
Quality Assurance & Compliance
1 2 (11.11%) GDPR