Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
UK > Scotland
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 189 208 -
Rank change year-on-year +19 - -
Permanent jobs citing GCP 50 1 0
As % of all permanent IT jobs advertised in Scotland 0.88% 0.020% -
As % of the Quality Assurance & Compliance category 7.99% 0.24% -
Number of salaries quoted 19 0 0
Scotland median annual salary £45,000 - -
UK median annual salary £62,500 £65,000 £47,500
% change year-on-year -3.85% +36.84% -5.00%

GCP is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Scotland
Permanent vacancies with a requirement for quality assurance or compliance skills 626 424 724
As % of all permanent IT jobs advertised in Scotland 10.98% 8.62% 12.63%
Number of salaries quoted 377 240 433
Scotland median annual salary £45,000 £37,750 £45,000
Median salary % change year-on-year +19.21% -16.11% +2.27%
10th Percentile £30,000 £24,750 £24,750
90th Percentile £68,000 £61,250 £71,250
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

GCP
Job Vacancy Trend in Scotland

Job postings citing GCP as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for GCP in Scotland

GCP
Salary Trend in Scotland

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

Salary trend for GCP in Scotland

GCP
Salary Histogram in Scotland

The salary distribution of IT jobs citing GCP in Scotland over the 6 months to 18 June 2018.

Salary histogram for GCP in Scotland

GCP
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the Scotland region over the 6 months to 18 June 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
Edinburgh - 49 £45,000 - 6
Glasgow - 1 £46,500 -
GCP
UK

For the 6 months to 18 June 2018, IT jobs citing GCP 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 Scotland region with a requirement for GCP.

1 50 (100.00%) Amazon AWS
1 50 (100.00%) Google Cloud Platform
2 48 (96.00%) Microsoft Azure
3 47 (94.00%) Ansible
4 46 (92.00%) Opscode Chef
4 46 (92.00%) Puppet
5 45 (90.00%) Jenkins
6 42 (84.00%) DevOps
7 35 (70.00%) Linux
8 34 (68.00%) Terraform
9 30 (60.00%) Git (software)
10 28 (56.00%) Windows
10 28 (56.00%) Subversion
10 28 (56.00%) GoCD
10 28 (56.00%) Consul
10 28 (56.00%) Rundeck
11 26 (52.00%) Open Source
12 25 (50.00%) Continuous Integration
13 24 (48.00%) Atlassian Bamboo
13 24 (48.00%) Team Foundation Server
13 24 (48.00%) Customer Engagement
13 24 (48.00%) RedGate
13 24 (48.00%) Splunk
13 24 (48.00%) JIRA
13 24 (48.00%) Unix
13 24 (48.00%) Continuous Delivery
13 24 (48.00%) Microservices
13 24 (48.00%) Octopus Deploy
13 24 (48.00%) ServiceNow
13 24 (48.00%) IBM UrbanCode

GCP
Co-occurring IT Skills in Scotland 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 6 (12.00%) OpenStack
2 1 (2.00%) Apache Spark
Cloud Services
1 50 (100.00%) Amazon AWS
1 50 (100.00%) Google Cloud Platform
2 48 (96.00%) Microsoft Azure
3 18 (36.00%) IaaS
3 18 (36.00%) PaaS
3 18 (36.00%) SaaS
4 2 (4.00%) Amazon EC2
4 2 (4.00%) Amazon ElastiCache
4 2 (4.00%) Amazon S3
4 2 (4.00%) AWS CloudFormation
5 1 (2.00%) GitHub
5 1 (2.00%) Office 365
Communications & Networking
1 2 (4.00%) DNS
1 2 (4.00%) Firewall
1 2 (4.00%) SSL
2 1 (2.00%) Internet
Database & Business Intelligence
1 2 (4.00%) Amazon DynamoDB
1 2 (4.00%) NoSQL
2 1 (2.00%) Apache Hive
2 1 (2.00%) Big Data
2 1 (2.00%) Data Lake
2 1 (2.00%) Hadoop
2 1 (2.00%) HBase
2 1 (2.00%) IBM BigInsights
2 1 (2.00%) MySQL
Development Applications
1 45 (90.00%) Jenkins
2 30 (60.00%) Git (software)
3 28 (56.00%) GoCD
3 28 (56.00%) Subversion
4 24 (48.00%) Atlassian Bamboo
4 24 (48.00%) IBM UrbanCode
4 24 (48.00%) JIRA
4 24 (48.00%) Octopus Deploy
4 24 (48.00%) Team Foundation Server
5 6 (12.00%) Maven
5 6 (12.00%) Vagrant
General
1 1 (2.00%) Banking
Job Titles
1 35 (70.00%) Consultant
2 24 (48.00%) DevOps Consultant
2 24 (48.00%) Senior Consultant
2 24 (48.00%) Senior DevOps
2 24 (48.00%) Senior DevOps Consultant
3 10 (20.00%) Cloud Engineer
4 8 (16.00%) Technical Consultant
5 7 (14.00%) DevOps Engineer
6 6 (12.00%) AWS Engineer
6 6 (12.00%) Azure Engineer
7 2 (4.00%) Associate Consultant
7 2 (4.00%) Associate Engineer
7 2 (4.00%) Cloud Consultant
7 2 (4.00%) Graduate
7 2 (4.00%) Graduate Consultant
8 1 (2.00%) Architect
8 1 (2.00%) Principal Architect
8 1 (2.00%) Principal Consultant
8 1 (2.00%) Solutions Architect
8 1 (2.00%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 24 (48.00%) Elastic Stack
2 1 (2.00%) Kafka
Miscellaneous
1 9 (18.00%) Public Cloud
2 8 (16.00%) Hybrid Cloud
3 2 (4.00%) Computer Science
3 2 (4.00%) Enterprise Software
4 1 (2.00%) Self-Motivation
Operating Systems
1 35 (70.00%) Linux
2 28 (56.00%) Windows
3 24 (48.00%) Unix
4 9 (18.00%) Red Hat Enterprise Linux
5 1 (2.00%) CentOS
Processes & Methodologies
1 42 (84.00%) DevOps
2 26 (52.00%) Open Source
3 25 (50.00%) Continuous Integration
4 24 (48.00%) Continuous Delivery
4 24 (48.00%) Customer Engagement
4 24 (48.00%) Microservices
5 11 (22.00%) Agile Software Development
6 9 (18.00%) Problem-Solving
7 4 (8.00%) Test Automation
8 2 (4.00%) Data Management
8 2 (4.00%) Software Architecture
9 1 (2.00%) Artificial Intelligence
9 1 (2.00%) Configuration Management
9 1 (2.00%) Deployment Automation
9 1 (2.00%) Machine Learning
9 1 (2.00%) Personalization
9 1 (2.00%) Target Operating Model
Programming Languages
1 13 (26.00%) Bash Shell
1 13 (26.00%) Python
2 10 (20.00%) JavaScript
3 3 (6.00%) SQL
4 2 (4.00%) PowerShell
5 1 (2.00%) Java
5 1 (2.00%) Ruby
5 1 (2.00%) Scala
Qualifications
1 11 (22.00%) AWS Certification
2 2 (4.00%) Degree
Quality Assurance & Compliance
1 4 (8.00%) QA
System Software
1 21 (42.00%) Docker
2 2 (4.00%) VMware Server
3 1 (2.00%) Apache Flume
3 1 (2.00%) HDFS
3 1 (2.00%) VMware Infrastructure
Systems Management
1 47 (94.00%) Ansible
2 46 (92.00%) Opscode Chef
2 46 (92.00%) Puppet
3 34 (68.00%) Terraform
4 28 (56.00%) Consul
4 28 (56.00%) Rundeck
5 11 (22.00%) Kubernetes
6 6 (12.00%) Rancher
7 1 (2.00%) Salt
Vendors
1 24 (48.00%) Delphix
1 24 (48.00%) RedGate
1 24 (48.00%) ServiceNow
1 24 (48.00%) Splunk
2 2 (4.00%) VMware
3 1 (2.00%) Google
3 1 (2.00%) IBM
3 1 (2.00%) Tableau