Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
UK > Scotland
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 181 218 -
Rank change year-on-year +37 - -
Permanent jobs citing GCP 48 1 0
As % of all permanent IT jobs advertised in Scotland 0.88% 0.019% -
As % of the Quality Assurance & Compliance category 8.03% 0.22% -
Number of salaries quoted 21 0 0
Scotland median annual salary £55,000 - -
UK median annual salary £65,000 £65,000 £50,000
% change year-on-year - +30.00% -

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 598 451 699
As % of all permanent IT jobs advertised in Scotland 10.95% 8.45% 12.34%
Number of salaries quoted 348 249 405
Scotland median annual salary £45,000 £40,750 £42,500
Median salary % change year-on-year +10.43% -4.12% -
10th Percentile £29,750 £24,750 £24,100
90th Percentile £67,875 £63,750 £71,250
UK median annual salary £50,000 £48,500 £48,500
% change year-on-year +3.09% - +7.78%

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 16 August 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 16 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
Edinburgh - 41 £61,250 - 6
Dundee - 5 £30,000 -
Glasgow - 2 £63,250 - 1
GCP
UK

For the 6 months to 16 August 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 48 (100.00%) Amazon AWS
1 48 (100.00%) Google Cloud Platform
2 47 (97.92%) Microsoft Azure
3 38 (79.17%) Linux
4 36 (75.00%) Ansible
5 35 (72.92%) Opscode Chef
5 35 (72.92%) Puppet
5 35 (72.92%) Terraform
6 33 (68.75%) DevOps
6 33 (68.75%) Jenkins
7 31 (64.58%) Windows
8 28 (58.33%) Continuous Integration
9 26 (54.17%) Git (software)
9 26 (54.17%) Unix
9 26 (54.17%) Open Source
10 25 (52.08%) Splunk
10 25 (52.08%) RedGate
10 25 (52.08%) Octopus Deploy
10 25 (52.08%) Microservices
10 25 (52.08%) ServiceNow
10 25 (52.08%) Team Foundation Server
10 25 (52.08%) Customer Engagement
10 25 (52.08%) JIRA
10 25 (52.08%) Atlassian Bamboo
10 25 (52.08%) Subversion
10 25 (52.08%) Elastic Stack
10 25 (52.08%) Consul
10 25 (52.08%) IBM UrbanCode
10 25 (52.08%) Continuous Delivery
10 25 (52.08%) Rundeck

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 (12.50%) OpenStack
2 3 (6.25%) Apache Spark
3 1 (2.08%) Apache
3 1 (2.08%) Apache Pig
3 1 (2.08%) Apache Solr
3 1 (2.08%) MS Exchange
Cloud Services
1 48 (100.00%) Amazon AWS
1 48 (100.00%) Google Cloud Platform
2 47 (97.92%) Microsoft Azure
3 9 (18.75%) IaaS
3 9 (18.75%) PaaS
3 9 (18.75%) SaaS
4 5 (10.42%) Office 365
5 2 (4.17%) AWS CloudFormation
5 2 (4.17%) AWS Lambda
5 2 (4.17%) OpenShift
5 2 (4.17%) Serverless
6 1 (2.08%) Amazon EC2
6 1 (2.08%) Amazon EMR
6 1 (2.08%) Amazon S3
6 1 (2.08%) Cloud Computing
6 1 (2.08%) GitHub
Communications & Networking
1 4 (8.33%) Broadband
Database & Business Intelligence
1 3 (6.25%) Apache Hive
1 3 (6.25%) Big Data
1 3 (6.25%) HBase
2 2 (4.17%) Data Lake
2 2 (4.17%) Hadoop
2 2 (4.17%) Impala
3 1 (2.08%) Amazon DynamoDB
3 1 (2.08%) Amazon RDS
3 1 (2.08%) Amazon Redshift
3 1 (2.08%) Apache Kudu
3 1 (2.08%) BigQuery
3 1 (2.08%) Data Mining
3 1 (2.08%) Data Warehouse
3 1 (2.08%) IBM BigInsights
3 1 (2.08%) MySQL
3 1 (2.08%) NoSQL
3 1 (2.08%) Presto
3 1 (2.08%) Sqoop
Development Applications
1 33 (68.75%) Jenkins
2 26 (54.17%) Git (software)
3 25 (52.08%) Atlassian Bamboo
3 25 (52.08%) GoCD
3 25 (52.08%) IBM UrbanCode
3 25 (52.08%) JIRA
3 25 (52.08%) Octopus Deploy
3 25 (52.08%) Subversion
3 25 (52.08%) Team Foundation Server
4 6 (12.50%) Maven
4 6 (12.50%) Vagrant
5 3 (6.25%) RSpec
6 1 (2.08%) ERwin
General
1 3 (6.25%) Banking
Job Titles
1 29 (60.42%) Consultant
2 25 (52.08%) DevOps Consultant
2 25 (52.08%) Senior Consultant
2 25 (52.08%) Senior DevOps
2 25 (52.08%) Senior DevOps Consultant
3 8 (16.67%) Cloud Engineer
4 6 (12.50%) AWS Engineer
4 6 (12.50%) Azure Engineer
5 3 (6.25%) Analyst
5 3 (6.25%) DevOps Engineer
5 3 (6.25%) IT Support
6 2 (4.17%) Architect
6 2 (4.17%) Cloud Architect
6 2 (4.17%) Cloud Consultant
6 2 (4.17%) Graduate
6 2 (4.17%) IT Engineer
6 2 (4.17%) IT Support Engineer
6 2 (4.17%) Service Analyst
6 2 (4.17%) Service Desk Analyst
6 2 (4.17%) Support Engineer
Libraries, Frameworks & Software Standards
1 25 (52.08%) Elastic Stack
2 3 (6.25%) Node.js
3 2 (4.17%) Kafka
3 2 (4.17%) Velocity
3 2 (4.17%) Web Services
Miscellaneous
1 9 (18.75%) Public Cloud
2 8 (16.67%) Hybrid Cloud
3 7 (14.58%) Self-Motivation
4 2 (4.17%) Computer Science
5 1 (2.08%) Enterprise Software
Operating Systems
1 38 (79.17%) Linux
2 31 (64.58%) Windows
3 26 (54.17%) Unix
4 11 (22.92%) Red Hat Enterprise Linux
5 4 (8.33%) Windows 7
5 4 (8.33%) Windows 8
6 2 (4.17%) Debian
7 1 (2.08%) CentOS
Processes & Methodologies
1 33 (68.75%) DevOps
2 28 (58.33%) Continuous Integration
3 26 (54.17%) Open Source
4 25 (52.08%) Continuous Delivery
4 25 (52.08%) Customer Engagement
4 25 (52.08%) Microservices
5 10 (20.83%) Problem-Solving
6 5 (10.42%) Analytics
6 5 (10.42%) Antivirus Management
6 5 (10.42%) ITIL
6 5 (10.42%) ITSM
6 5 (10.42%) Mobile Device Management
7 4 (8.33%) Agile Software Development
7 4 (8.33%) Configuration Management
7 4 (8.33%) Software Engineering
8 2 (4.17%) Artificial Intelligence
8 2 (4.17%) Data Modelling
8 2 (4.17%) Infrastructure Engineering
8 2 (4.17%) Target Operating Model
9 1 (2.08%) Data Engineering
Programming Languages
1 8 (16.67%) Python
2 5 (10.42%) Java
3 4 (8.33%) Ruby
4 3 (6.25%) Bash Shell
4 3 (6.25%) JavaScript
4 3 (6.25%) Scala
5 2 (4.17%) SQL
6 1 (2.08%) R
6 1 (2.08%) Shell Script
Qualifications
1 5 (10.42%) A+ Certification
1 5 (10.42%) ITIL Foundation Certificate
1 5 (10.42%) MCP
1 5 (10.42%) MCSE
1 5 (10.42%) Microsoft Certification
2 2 (4.17%) Degree
3 1 (2.08%) AWS Certification
System Software
1 11 (22.92%) Docker
2 5 (10.42%) Active Directory
3 3 (6.25%) HDFS
4 1 (2.08%) Apache Flume
Systems Management
1 36 (75.00%) Ansible
2 35 (72.92%) Opscode Chef
2 35 (72.92%) Puppet
2 35 (72.92%) Terraform
3 25 (52.08%) Consul
3 25 (52.08%) Rundeck
4 10 (20.83%) Kubernetes
5 6 (12.50%) Rancher
6 2 (4.17%) Mesos
7 1 (2.08%) MaaS360
7 1 (2.08%) Microsoft Intune
7 1 (2.08%) Oozie
7 1 (2.08%) Salt
7 1 (2.08%) SCCM
Vendors
1 25 (52.08%) Delphix
1 25 (52.08%) RedGate
1 25 (52.08%) ServiceNow
1 25 (52.08%) Splunk
2 5 (10.42%) Capita
2 5 (10.42%) Google
3 2 (4.17%) Cloudera
3 2 (4.17%) Red Hat
4 1 (2.08%) Atlassian
4 1 (2.08%) IBM
4 1 (2.08%) Microsoft
4 1 (2.08%) Tableau