Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
Scotland > Glasgow
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 125 132 140
Rank change year-on-year +7 +8 +12
Permanent jobs citing Statistics 25 5 14
As % of all permanent IT jobs advertised in Glasgow 1.09% 0.23% 0.54%
As % of the Processes & Methodologies category 1.19% 0.25% 0.59%
Number of salaries quoted 7 5 7
Glasgow median annual salary £52,500 £50,000 £42,500
Median salary % change year-on-year +5.00% +17.65% -
10th Percentile £41,500 £36,500 £30,500
90th Percentile £67,500 £52,500 £55,000
Scotland median annual salary £50,000 £44,750 £42,500
% change year-on-year +11.73% +5.29% -5.56%

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 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 2109 1991 2354
As % of all permanent IT jobs advertised in Glasgow 91.94% 92.60% 91.20%
Number of salaries quoted 1352 1077 1500
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 £60,575
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Statistics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Statistics in Glasgow

Statistics
Salary Trend in Glasgow

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

Salary trend for Statistics in Glasgow

Statistics
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Statistics in Glasgow over the 6 months to 23 November 2017.

Salary histogram for Statistics in Glasgow

For the 6 months to 23 November 2017, IT jobs citing Statistics 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 Statistics.

1 21 (84.00%) Python
2 19 (76.00%) SQL
2 19 (76.00%) Machine Learning
3 17 (68.00%) PostgreSQL
4 16 (64.00%) Data Warehouse
4 16 (64.00%) Relational Database
5 15 (60.00%) Amazon Redshift
5 15 (60.00%) Algorithms
6 7 (28.00%) R
7 6 (24.00%) Degree
7 6 (24.00%) Mathematics
8 5 (20.00%) Analytics
9 4 (16.00%) Apache Spark
9 4 (16.00%) Visualisation
9 4 (16.00%) Big Data
9 4 (16.00%) PhD
10 3 (12.00%) ETL
10 3 (12.00%) SAS
10 3 (12.00%) Windows
10 3 (12.00%) Agile Software Development
10 3 (12.00%) NumPy
10 3 (12.00%) Java
10 3 (12.00%) Physics
10 3 (12.00%) Hadoop
10 3 (12.00%) Decision Tree
10 3 (12.00%) Creative Thinking
10 3 (12.00%) Bayesian Methods
11 2 (8.00%) Data Analytics
11 2 (8.00%) IaaS
11 2 (8.00%) Google Cloud Platform

Statistics
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 4 (16.00%) Apache Spark
2 3 (12.00%) SAS
Cloud Services
1 2 (8.00%) Amazon AWS
1 2 (8.00%) Google Cloud Platform
1 2 (8.00%) Google Compute Engine
1 2 (8.00%) IaaS
1 2 (8.00%) Microsoft Azure
Communications & Networking
1 2 (8.00%) Internet
Database & Business Intelligence
1 17 (68.00%) PostgreSQL
2 16 (64.00%) Data Warehouse
2 16 (64.00%) Relational Database
3 15 (60.00%) Amazon Redshift
4 4 (16.00%) Big Data
5 3 (12.00%) Hadoop
6 2 (8.00%) Apache Hive
6 2 (8.00%) MongoDB
7 1 (4.00%) Power BI
7 1 (4.00%) QlikView
7 1 (4.00%) SAS Data Integration Studio
7 1 (4.00%) SAS EBI
7 1 (4.00%) SAS Visual Analytics
7 1 (4.00%) Spotfire
7 1 (4.00%) Star Schema
General
1 1 (4.00%) Finance
Job Titles
1 18 (72.00%) Data Scientist
2 2 (8.00%) Architect
2 2 (8.00%) Cloud Architect
2 2 (8.00%) Cloud Solutions Architect
2 2 (8.00%) IT Architect
2 2 (8.00%) Solutions Architect
3 1 (4.00%) Analyst
3 1 (4.00%) Consultant
3 1 (4.00%) Data Analyst
3 1 (4.00%) Data Engineer
3 1 (4.00%) Data Manager
3 1 (4.00%) Developer
3 1 (4.00%) Report Developer
3 1 (4.00%) SAS Consultant
Libraries, Frameworks & Software Standards
1 3 (12.00%) NumPy
2 2 (8.00%) MLlib
2 2 (8.00%) Natural Language Processing
2 2 (8.00%) SciPy
3 1 (4.00%) Kafka
3 1 (4.00%) Pandas
3 1 (4.00%) TensorFlow
Miscellaneous
1 15 (60.00%) Algorithms
2 2 (8.00%) Analytical Skills
2 2 (8.00%) Computer Science
2 2 (8.00%) Data Structures
2 2 (8.00%) Hybrid Cloud
2 2 (8.00%) Replication
3 1 (4.00%) Greenfield Project
3 1 (4.00%) Mainframe
Operating Systems
1 3 (12.00%) Windows
2 2 (8.00%) Linux
3 1 (4.00%) Unix
Processes & Methodologies
1 19 (76.00%) Machine Learning
2 6 (24.00%) Mathematics
3 5 (20.00%) Analytics
4 4 (16.00%) Visualisation
5 3 (12.00%) Agile Software Development
5 3 (12.00%) Bayesian Methods
5 3 (12.00%) Creative Thinking
5 3 (12.00%) Decision Tree
5 3 (12.00%) ETL
5 3 (12.00%) Physics
6 2 (8.00%) Applied Mathematics
6 2 (8.00%) Business Intelligence
6 2 (8.00%) Cluster Analysis
6 2 (8.00%) Creative Problem-Solving
6 2 (8.00%) Data Analytics
6 2 (8.00%) Deep Learning
6 2 (8.00%) Operations Research
6 2 (8.00%) Presales
6 2 (8.00%) Project Management
6 2 (8.00%) Propensity Modelling
Programming Languages
1 21 (84.00%) Python
2 19 (76.00%) SQL
3 7 (28.00%) R
4 3 (12.00%) Java
5 1 (4.00%) MATLAB
Qualifications
1 6 (24.00%) Degree
2 4 (16.00%) PhD
3 1 (4.00%) Master's Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
System Software
1 2 (8.00%) Hyper-V
1 2 (8.00%) VMware Infrastructure
Vendors
1 2 (8.00%) Cisco
1 2 (8.00%) Dell
1 2 (8.00%) EMC
1 2 (8.00%) Google
1 2 (8.00%) VMware
2 1 (4.00%) Microsoft
2 1 (4.00%) Tableau
2 1 (4.00%) TIBCO