Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
Scotland > Glasgow
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 145 - 154
Rank change year-on-year - +154 +3
Permanent jobs citing Statistical Analysis 3 0 6
As % of all permanent IT jobs advertised in Glasgow 0.13% - 0.23%
As % of the Processes & Methodologies category 0.14% - 0.25%
Number of salaries quoted 3 0 4
Glasgow median annual salary £65,000 - £30,750
10th Percentile £50,700 - £21,550
90th Percentile £67,500 - £39,250
Scotland median annual salary £45,000 - £33,000

Statistical Analysis 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2120 1985 2376
As % of all permanent IT jobs advertised in Glasgow 91.93% 92.54% 91.28%
Number of salaries quoted 1360 1069 1517
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Statistical Analysis
Job Vacancy Trend in Glasgow

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Statistical Analysis in Glasgow

Statistical Analysis
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis in Glasgow.

Salary trend for Statistical Analysis in Glasgow

Statistical Analysis
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Statistical Analysis in Glasgow over the 6 months to 24 November 2017.

Salary histogram for Statistical Analysis in Glasgow

For the 6 months to 24 November 2017, IT jobs citing Statistical Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Statistical Analysis.

1 3 (100.00%) Python
1 3 (100.00%) Visualisation
1 3 (100.00%) R
1 3 (100.00%) Machine Learning
1 3 (100.00%) Apache Spark
2 2 (66.67%) MLlib
2 2 (66.67%) SciPy
2 2 (66.67%) NumPy
2 2 (66.67%) Statistics
2 2 (66.67%) Operations Research
2 2 (66.67%) ETL
2 2 (66.67%) PostgreSQL
2 2 (66.67%) Degree
2 2 (66.67%) Mathematics
2 2 (66.67%) Applied Mathematics
2 2 (66.67%) Creative Problem-Solving
2 2 (66.67%) MongoDB
2 2 (66.67%) Creative Thinking
3 1 (33.33%) Bokeh
3 1 (33.33%) PySpark
3 1 (33.33%) Scala
3 1 (33.33%) Hadoop
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Data Analysis
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Finance
3 1 (33.33%) Data Warehouse
3 1 (33.33%) Data Modelling
3 1 (33.33%) Data Mining
3 1 (33.33%) Java

Statistical Analysis
Co-occurring IT Skills in Glasgow 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 3 (100.00%) Apache Spark
Database & Business Intelligence
1 2 (66.67%) MongoDB
1 2 (66.67%) PostgreSQL
2 1 (33.33%) Apache Hive
2 1 (33.33%) Big Data
2 1 (33.33%) Data Mining
2 1 (33.33%) Data Warehouse
2 1 (33.33%) Hadoop
2 1 (33.33%) MySQL
2 1 (33.33%) Relational Database
General
1 1 (33.33%) Finance
1 1 (33.33%) Marketing
Job Titles
1 3 (100.00%) Data Scientist
2 1 (33.33%) Designer
Libraries, Frameworks & Software Standards
1 2 (66.67%) MLlib
1 2 (66.67%) NumPy
1 2 (66.67%) SciPy
2 1 (33.33%) Bokeh
2 1 (33.33%) Pandas
2 1 (33.33%) PySpark
2 1 (33.33%) SparkR
Processes & Methodologies
1 3 (100.00%) Machine Learning
1 3 (100.00%) Visualisation
2 2 (66.67%) Applied Mathematics
2 2 (66.67%) Creative Problem-Solving
2 2 (66.67%) Creative Thinking
2 2 (66.67%) ETL
2 2 (66.67%) Mathematics
2 2 (66.67%) Operations Research
2 2 (66.67%) Statistics
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Dashboard Development
3 1 (33.33%) Data Analysis
3 1 (33.33%) Data Modelling
3 1 (33.33%) Data Visualisation
3 1 (33.33%) MapReduce
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) R
2 1 (33.33%) HiveQL
2 1 (33.33%) Java
2 1 (33.33%) Scala
2 1 (33.33%) SQL
Qualifications
1 2 (66.67%) Degree
Vendors
1 1 (33.33%) Oracle