Period
to 18 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Perl skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Perl over the 6 months to 18 June 2019 with a comparison to the same period in the previous 2 years.

Perl
Scotland > Glasgow
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 112 122 99
Rank change year-on-year +10 -23 -28
Permanent jobs citing Perl 20 41 41
As % of all permanent IT jobs advertised in Glasgow 1.07% 1.71% 1.94%
As % of the Programming Languages category 1.68% 2.57% 2.89%
Number of salaries quoted 13 10 7
Glasgow median annual salary £42,500 £40,750 £40,000
Median salary % change year-on-year +4.29% +1.88% -15.79%
10th Percentile £36,250 £30,350 £29,550
90th Percentile £55,750 £56,000 £49,250
Scotland median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% -5.88%

Perl is in the Programming Languages 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 coding skills.

All Programming Languages
Glasgow
Permanent vacancies with a requirement for coding skills 1,187 1,598 1,419
As % of all permanent IT jobs advertised in Glasgow 63.71% 66.69% 67.03%
Number of salaries quoted 842 1,164 841
Glasgow median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +9.76%
10th Percentile £32,000 £32,000 £29,500
90th Percentile £65,000 £70,000 £70,000
Scotland median annual salary £43,500 £45,000 £42,500
% change year-on-year -3.33% +5.88% +1.19%

Perl
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Perl in Glasgow

Perl
Salary Trend in Glasgow

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

Salary trend for Perl in Glasgow

Perl
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Perl in Glasgow over the 6 months to 18 June 2019.

Salary histogram for Perl in Glasgow

For the 6 months to 18 June 2019, IT jobs citing Perl 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 Glasgow region with a requirement for Perl.

1 12 (60.00%) Python
2 10 (50.00%) Oracle
3 9 (45.00%) Unix
3 9 (45.00%) Problem-Solving
4 8 (40.00%) SQL
5 7 (35.00%) SQL Server
5 7 (35.00%) Agile Software Development
6 6 (30.00%) Linux
7 5 (25.00%) ETL
7 5 (25.00%) VB
7 5 (25.00%) MySQL
7 5 (25.00%) Test Automation
7 5 (25.00%) Bash Shell
8 4 (20.00%) Windows
8 4 (20.00%) DB2
8 4 (20.00%) Java
8 4 (20.00%) Finance
8 4 (20.00%) Ab Initio
8 4 (20.00%) MariaDB
8 4 (20.00%) SDLC
9 3 (15.00%) ETL Development
9 3 (15.00%) Time Sharing Option
9 3 (15.00%) Relational Database
9 3 (15.00%) Ansible
9 3 (15.00%) PostgreSQL
9 3 (15.00%) Informatica
9 3 (15.00%) Red Hat
9 3 (15.00%) MVS
9 3 (15.00%) JCL
9 3 (15.00%) Configuration Management

Perl
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:

Business Applications
1 1 (5.00%) HFM
1 1 (5.00%) Hyperion Planning
Cloud Services
1 1 (5.00%) Cloud Computing
1 1 (5.00%) Microsoft Azure
1 1 (5.00%) OpenShift
1 1 (5.00%) PaaS
Communications & Networking
1 2 (10.00%) Firewall
1 2 (10.00%) VPN
2 1 (5.00%) DNS
2 1 (5.00%) Internet
2 1 (5.00%) Intrusion Detection
2 1 (5.00%) SAN
2 1 (5.00%) Wireshark
Database & Business Intelligence
1 7 (35.00%) SQL Server
2 5 (25.00%) MySQL
3 4 (20.00%) DB2
3 4 (20.00%) MariaDB
4 3 (15.00%) IBM InfoSphere
4 3 (15.00%) PostgreSQL
4 3 (15.00%) RDBMS
4 3 (15.00%) Relational Database
5 2 (10.00%) Oracle BI EE
5 2 (10.00%) QlikView
6 1 (5.00%) Essbase
Development Applications
1 3 (15.00%) JUnit
2 2 (10.00%) Hudson
3 1 (5.00%) Cucumber
3 1 (5.00%) Git (software)
3 1 (5.00%) IntelliJ
3 1 (5.00%) Jenkins
3 1 (5.00%) JIRA
3 1 (5.00%) Maven
3 1 (5.00%) Oracle Forms
3 1 (5.00%) Selenium
3 1 (5.00%) SonarQube
3 1 (5.00%) TestNG
3 1 (5.00%) Visual Studio
General
1 4 (20.00%) Finance
2 1 (5.00%) Banking
2 1 (5.00%) Front Office
2 1 (5.00%) Investment Banking
2 1 (5.00%) Legal
Job Titles
1 7 (35.00%) Developer
2 3 (15.00%) ETL Developer
3 2 (10.00%) Data Integration Specialist
3 2 (10.00%) Integration Specialist
3 2 (10.00%) Java Developer
3 2 (10.00%) Systems Developer
3 2 (10.00%) Technical Specialist
4 1 (5.00%) Administrator
4 1 (5.00%) C++ Software Engineer
4 1 (5.00%) Consultant
4 1 (5.00%) Development Specialist
4 1 (5.00%) ETL Tester
4 1 (5.00%) Platform Engineer
4 1 (5.00%) Senior Developer
4 1 (5.00%) Senior Software Engineer
4 1 (5.00%) Senior Tester
4 1 (5.00%) Software Engineer
4 1 (5.00%) Systems Support
4 1 (5.00%) Test Automation Consultant
4 1 (5.00%) Tester
Libraries, Frameworks & Software Standards
1 3 (15.00%) Spring
2 2 (10.00%) J2SE
3 1 (5.00%) JMS
3 1 (5.00%) JNI
3 1 (5.00%) Kafka
3 1 (5.00%) LAMP
3 1 (5.00%) RabbitMQ
3 1 (5.00%) REST
Miscellaneous
1 3 (15.00%) VSAM
2 2 (10.00%) Analytical Skills
2 2 (10.00%) Reference Data
3 1 (5.00%) Data Centre
3 1 (5.00%) Greenfield Project
3 1 (5.00%) Internet of Things
3 1 (5.00%) Management Information System
3 1 (5.00%) Public Cloud
Operating Systems
1 9 (45.00%) Unix
2 6 (30.00%) Linux
3 4 (20.00%) Windows
4 3 (15.00%) MVS
4 3 (15.00%) Red Hat Enterprise Linux
5 1 (5.00%) AIX
5 1 (5.00%) Android
5 1 (5.00%) Apple iOS
5 1 (5.00%) CentOS
Processes & Methodologies
1 9 (45.00%) Problem-Solving
2 7 (35.00%) Agile Software Development
3 5 (25.00%) ETL
3 5 (25.00%) Test Automation
4 4 (20.00%) SDLC
5 3 (15.00%) Configuration Management
5 3 (15.00%) Data Integration
5 3 (15.00%) ETL Development
5 3 (15.00%) User Acceptance Testing
5 3 (15.00%) Workflow
6 2 (10.00%) Change Management
6 2 (10.00%) Data Management
7 1 (5.00%) Analytics
7 1 (5.00%) Android Development
7 1 (5.00%) Capacity Planning
7 1 (5.00%) Data Analytics
7 1 (5.00%) Information Security
7 1 (5.00%) Multithreading
7 1 (5.00%) Regression Testing
7 1 (5.00%) Reverse Engineering
Programming Languages
1 12 (60.00%) Python
2 8 (40.00%) SQL
3 5 (25.00%) Bash Shell
3 5 (25.00%) VB
4 4 (20.00%) Java
5 3 (15.00%) COBOL
5 3 (15.00%) JCL
5 3 (15.00%) PowerShell
5 3 (15.00%) Ruby
5 3 (15.00%) VB6
6 2 (10.00%) C
6 2 (10.00%) JavaScript
6 2 (10.00%) Jython
7 1 (5.00%) Assembly Language
7 1 (5.00%) C++
7 1 (5.00%) Objective-C
7 1 (5.00%) PHP
7 1 (5.00%) PL/SQL
7 1 (5.00%) Scala
7 1 (5.00%) VBScript
System Software
1 3 (15.00%) Time Sharing Option
2 2 (10.00%) Docker
3 1 (5.00%) VMware Infrastructure
Systems Management
1 3 (15.00%) Ansible
2 2 (10.00%) Kubernetes
2 2 (10.00%) Opscode Chef
2 2 (10.00%) Puppet
Vendors
1 10 (50.00%) Oracle
2 4 (20.00%) Ab Initio
3 3 (15.00%) ICL
3 3 (15.00%) Informatica
3 3 (15.00%) Red Hat
4 2 (10.00%) Hyperion
4 2 (10.00%) Tableau
5 1 (5.00%) IBM
5 1 (5.00%) Microsoft
5 1 (5.00%) Sybase
5 1 (5.00%) VMware