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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Perl
Scotland / Glasgow
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 81 48 75
Rank change year-on-year -33 +27  
Permanent jobs citing Perl 20 74 32
As % of all permanent IT jobs advertised in Glasgow 1.68% 5.76% 2.53%
As % of the Programming Languages category 2.47% 9.18% 4.69%
Number of salaries quoted 4 14 12
Median salary £43,750 £48,750 £57,500
Median salary % change year-on-year -10.25% -15.21%  
90% offered a salary of more than £40,000 £32,500 £34,650
10% offered a salary of more than £49,250 £57,000 £65,000
UK excluding London median salary £46,000 £45,000 £42,500
% change year-on-year +2.22% +5.88%  

Perl is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for programming language skills.

Programming Language Skills
Glasgow
Permanent job vacancies with a requirement for programming language skills 811 806 683
As % of all permanent IT job vacancies advertised in Glasgow 67.92% 62.72% 53.91%
Number of salaries quoted 509 355 386
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88%  
90% offered a salary of more than £30,000 £31,000 £32,500
10% offered a salary of more than £70,000 £56,400 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Perl
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Perl as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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

For the 6 months to 22 June 2017, IT jobs citing Perl 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 Perl.

1 27 (67.50%) SQL
2 24 (60.00%) Linux
3 21 (52.50%) Finance
4 16 (40.00%) Unix
4 16 (40.00%) Python
4 16 (40.00%) Java
5 15 (37.50%) Windows
6 13 (32.50%) Sybase
6 13 (32.50%) Relational Database
7 10 (25.00%) PowerShell
8 9 (22.50%) Analytical Skills
8 9 (22.50%) SDLC
8 9 (22.50%) Oracle
9 8 (20.00%) JavaScript
9 8 (20.00%) C++
9 8 (20.00%) Active Directory
9 8 (20.00%) Agile Software Development
9 8 (20.00%) Bash Shell
10 7 (17.50%) Degree
10 7 (17.50%) IBM
10 7 (17.50%) OO
10 7 (17.50%) LDAP
11 6 (15.00%) VBScript
11 6 (15.00%) Symantec
12 5 (12.50%) Shell Script
12 5 (12.50%) SAN
12 5 (12.50%) Kerberos
12 5 (12.50%) HTML
12 5 (12.50%) C#
12 5 (12.50%) DB2

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:

Application Platforms
1 3 (7.50%) Oracle Workflow
2 2 (5.00%) Apache
2 2 (5.00%) CICS
2 2 (5.00%) MQSeries
2 2 (5.00%) SAS
2 2 (5.00%) Tomcat
3 1 (2.50%) Apache Pig
3 1 (2.50%) Apache Spark
Applications
1 3 (7.50%) Microsoft Excel
1 3 (7.50%) Microsoft Office
1 3 (7.50%) MS Visio
Business Applications
1 1 (2.50%) IntelliMatch
Cloud Services
1 4 (10.00%) GitHub
2 1 (2.50%) Amazon AWS
2 1 (2.50%) Amazon CloudWatch
2 1 (2.50%) Amazon EC2
2 1 (2.50%) Amazon S3
2 1 (2.50%) IaaS
2 1 (2.50%) Microsoft Azure
2 1 (2.50%) PaaS
Communications & Networking
1 7 (17.50%) LDAP
2 5 (12.50%) Kerberos
2 5 (12.50%) SAN
3 4 (10.00%) Firewall
4 3 (7.50%) DNS
4 3 (7.50%) Wireshark
5 2 (5.00%) SSH
5 2 (5.00%) SSL
Database & Business Intelligence
1 13 (32.50%) Relational Database
2 5 (12.50%) DB2
3 4 (10.00%) KDB
3 4 (10.00%) Kdb+
3 4 (10.00%) RDBMS
4 3 (7.50%) MS Access
4 3 (7.50%) SQL Server
5 2 (5.00%) Data Warehouse
6 1 (2.50%) Apache Hive
6 1 (2.50%) Big Data
6 1 (2.50%) Flink
6 1 (2.50%) Hadoop
6 1 (2.50%) MSDE
6 1 (2.50%) Oracle Database
6 1 (2.50%) Oracle Database 11g
6 1 (2.50%) Oracle Database 12c
Development Applications
1 3 (7.50%) Eclipse
1 3 (7.50%) Jenkins
1 3 (7.50%) Visual Studio
2 2 (5.00%) IntelliJ
2 2 (5.00%) MSI
2 2 (5.00%) Visual Studio Code
3 1 (2.50%) Clang
3 1 (2.50%) GDB
3 1 (2.50%) Toad
3 1 (2.50%) Xcode
General
1 21 (52.50%) Finance
2 3 (7.50%) Publishing
3 1 (2.50%) Banking
3 1 (2.50%) Retail
Job Titles
1 17 (42.50%) Developer
2 8 (20.00%) Security Engineer
3 7 (17.50%) Java Developer
4 5 (12.50%) C++ Developer
5 4 (10.00%) Senior Developer
6 3 (7.50%) Analyst
6 3 (7.50%) Data Engineer
6 3 (7.50%) Information Specialist
6 3 (7.50%) Senior Java Developer
7 2 (5.00%) Administrator
7 2 (5.00%) ETL Developer
7 2 (5.00%) Implementation Engineer
7 2 (5.00%) Server Analyst
7 2 (5.00%) Storage Analyst
7 2 (5.00%) Systems Administrator
7 2 (5.00%) Systems Engineer
7 2 (5.00%) Unix Analyst
8 1 (2.50%) Infrastructure Engineer
8 1 (2.50%) Security Analyst
8 1 (2.50%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (12.50%) HTML
2 4 (10.00%) Hibernate
2 4 (10.00%) JMS
2 4 (10.00%) SOAP
2 4 (10.00%) XML
3 3 (7.50%) Spring
4 2 (5.00%) CSS
4 2 (5.00%) ISPF
4 2 (5.00%) Middleware
4 2 (5.00%) Play Framework
4 2 (5.00%) WSDL
5 1 (2.50%) Elastic Stack
5 1 (2.50%) Kafka
5 1 (2.50%) NumPy
5 1 (2.50%) REST
5 1 (2.50%) SciPy
5 1 (2.50%) WPF
Miscellaneous
1 9 (22.50%) Analytical Skills
2 2 (5.00%) Computer Science
2 2 (5.00%) Greenfield Project
2 2 (5.00%) Mainframe
2 2 (5.00%) PKI
2 2 (5.00%) Tandem
3 1 (2.50%) Blackberry
3 1 (2.50%) Fixed Income
3 1 (2.50%) Hybrid Cloud
3 1 (2.50%) Security Operations Centre
3 1 (2.50%) User Experience
Operating Systems
1 24 (60.00%) Linux
2 16 (40.00%) Unix
3 15 (37.50%) Windows
4 5 (12.50%) AIX
5 3 (7.50%) Red Hat Enterprise Linux
5 3 (7.50%) Solaris
5 3 (7.50%) Windows Server
6 2 (5.00%) Windows 10
6 2 (5.00%) Windows 7
6 2 (5.00%) Windows Server 2008
6 2 (5.00%) Windows Server 2012
6 2 (5.00%) zOS
7 1 (2.50%) Android
7 1 (2.50%) Apple iOS
7 1 (2.50%) Mac OS X
7 1 (2.50%) Windows Phone
Processes & Methodologies
1 9 (22.50%) SDLC
2 8 (20.00%) Agile Software Development
3 7 (17.50%) OO
4 5 (12.50%) Business Continuity
4 5 (12.50%) Information Security
4 5 (12.50%) Web Development
5 4 (10.00%) Analytics
5 4 (10.00%) OOD
5 4 (10.00%) Time Management
6 3 (7.50%) Business Continuity Planning
6 3 (7.50%) Continuous Improvement
6 3 (7.50%) Continuous Integration
6 3 (7.50%) Data Modelling
6 3 (7.50%) Identity Management
6 3 (7.50%) Low Latency
6 3 (7.50%) Mentoring
6 3 (7.50%) OOA/OOD
6 3 (7.50%) Privileged Access Management
6 3 (7.50%) Release Management
6 3 (7.50%) SIEM
Programming Languages
1 27 (67.50%) SQL
2 16 (40.00%) Java
2 16 (40.00%) Python
3 10 (25.00%) PowerShell
4 8 (20.00%) Bash Shell
4 8 (20.00%) C++
4 8 (20.00%) JavaScript
5 6 (15.00%) VBScript
6 5 (12.50%) C#
6 5 (12.50%) Korn
6 5 (12.50%) Shell Script
7 3 (7.50%) PL/SQL
7 3 (7.50%) VB
8 2 (5.00%) Assembly Language
8 2 (5.00%) C
8 2 (5.00%) CLIST
8 2 (5.00%) JCL
8 2 (5.00%) REXX
8 2 (5.00%) Scala
9 1 (2.50%) Ruby
Qualifications
1 7 (17.50%) Degree
2 2 (5.00%) HND
3 1 (2.50%) SC Cleared
3 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 2 (5.00%) QA
System Software
1 8 (20.00%) Active Directory
2 3 (7.50%) Firmware
3 2 (5.00%) Job Entry Subsystem
3 2 (5.00%) RACF
3 2 (5.00%) RHEV
3 2 (5.00%) Time Sharing Option
3 2 (5.00%) VMware ESXi
3 2 (5.00%) VMware Infrastructure
4 1 (2.50%) Apache Flume
4 1 (2.50%) Docker
Systems Management
1 2 (5.00%) EMC NetWorker
1 2 (5.00%) zSecure
2 1 (2.50%) Ansible
2 1 (2.50%) Docker Swarm
2 1 (2.50%) Kubernetes
2 1 (2.50%) Mesos
2 1 (2.50%) Norton AntiVirus
2 1 (2.50%) Opscode Chef
2 1 (2.50%) Puppet
2 1 (2.50%) SCCM
Vendors
1 13 (32.50%) Sybase
2 9 (22.50%) Oracle
3 7 (17.50%) IBM
4 6 (15.00%) Symantec
5 4 (10.00%) Splunk
6 3 (7.50%) CyberArk
6 3 (7.50%) Forcepoint
6 3 (7.50%) Informatica
6 3 (7.50%) McAfee
6 3 (7.50%) Microsoft
6 3 (7.50%) Red Hat
7 2 (5.00%) CA
7 2 (5.00%) HP
7 2 (5.00%) VMware
8 1 (2.50%) SunGard
Glasgow
Proactive Appointments
Salary: Competitive + Benefits
Posted: Yesterday
Glasgow, Lanarkshire
Cathcart Associates Ltd
Posted: Yesterday
Glasgow, Lanarkshire
FPSG Connect
Salary: Pension, Healthcare & Bonus
Posted: 6 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 8 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 8 days ago
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Morgan Stanley
Salary: Competitive plus benefits
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