The table below looks at the statistics for Perl skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Perl over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Perl
Rank 64 72 77
Rank change year-on-year
+8 +5
Permanent jobs citing Perl 100 105 108
As % of all permanent IT jobs located in Scotland 3.51% 3.29% 2.98%
As % of the Programming Languages category 6.58% 6.44% 5.40%
Number of salaries quoted 41 60 56
Median salary £50,000 £40,000 £43,750
Median salary % change year-on-year
+25.00% -8.57%
90% offered a salary of more than £32,500 £29,000 £27,000
10% offered a salary of more than £55,000 £79,500 £61,500
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%
Perl
UK

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Scotland region.

Programming Languages Category
Scotland
Permanent IT job ads with a match in the
Programming Languages category
1520 1631 1999
As % of all permanent IT jobs located in Scotland 53.37% 51.11% 55.10%
Number of salaries quoted 835 1032 1348
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £31,000 £29,000 £28,600
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Perl
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Perl as a proportion of all IT jobs with a match in the Programming Languages category.

Perl Jobs Demand Trend in Scotland

Perl
Salary Trend in Scotland

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

Perl Salary Trend in Scotland

Perl
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Perl across the Scotland region over the 3 months to 24 July 2016.

Perl Salary Histogram in Scotland

Perl
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Perl within the Scotland region over the 3 months to 24 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +9 66 £50,000 -9.09% 5
Edinburgh -17 28 £46,250 +15.62% 4
Fife - 2 - -
Aberdeen - 1 - -
Perl
UK

Perl
Top 30 Related IT Skills in Scotland

For the 6 months to 24 July 2016, 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 Scotland region with a requirement for Perl.

1 97 (53.30%) Linux
2 86 (47.25%) Unix
3 83 (45.60%) Finance
4 82 (45.05%) Java
5 74 (40.66%) Python
6 61 (33.52%) Agile Software Development
7 60 (32.97%) SQL
8 47 (25.82%) Oracle
9 44 (24.18%) SDLC
10 40 (21.98%) C#
11 39 (21.43%) Korn
12 37 (20.33%) ETL
13 35 (19.23%) Microsoft
14 34 (18.68%) Windows
15 31 (17.03%) Shell Script
16 29 (15.93%) C++
16 29 (15.93%) Continuous Integration
17 28 (15.38%) Degree
17 28 (15.38%) Asset Management
18 26 (14.29%) Sybase
19 25 (13.74%) Software Engineering
20 24 (13.19%) Ruby
20 24 (13.19%) SQL Server
21 22 (12.09%) .NET
21 22 (12.09%) Solaris
21 22 (12.09%) Banking
22 21 (11.54%) WinForms
22 21 (11.54%) Firewall
22 21 (11.54%) VB
22 21 (11.54%) XML

Perl
Top Related 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 19 (10.44%) Apache
2 13 (7.14%) MQSeries
3 12 (6.59%) SAS
4 11 (6.04%) Tomcat
5 10 (5.49%) JBoss
6 6 (3.30%) GemFire
6 6 (3.30%) IIS
7 4 (2.20%) CICS
8 3 (1.65%) Apache Solr
8 3 (1.65%) Apache Spark
8 3 (1.65%) Elasticsearch
8 3 (1.65%) MS Exchange
8 3 (1.65%) WebLogic
9 2 (1.10%) IBM Transformation Extender
9 2 (1.10%) WebSphere
10 1 (0.55%) Exchange Server 2010
10 1 (0.55%) Exchange Server 2013
10 1 (0.55%) Jetty
10 1 (0.55%) SharePoint 2010
10 1 (0.55%) Skype for Business
Applications
1 14 (7.69%) MS Excel
2 6 (3.30%) MS PowerPoint
3 5 (2.75%) MS Office
4 3 (1.65%) MS Visio
Business Applications
1 15 (8.24%) Hi Portfolio
2 6 (3.30%) RMDS
3 2 (1.10%) Markit EDM
3 2 (1.10%) Oracle Assets
3 2 (1.10%) Oracle Payables
3 2 (1.10%) Teamcenter
Cloud Services
1 12 (6.59%) IaaS
1 12 (6.59%) PaaS
2 11 (6.04%) Amazon AWS
3 9 (4.95%) Amazon CloudWatch
3 9 (4.95%) Amazon EC2
3 9 (4.95%) Amazon S3
3 9 (4.95%) Microsoft Azure
4 5 (2.75%) SaaS
Communications & Networking
1 21 (11.54%) Firewall
2 18 (9.89%) Internet
2 18 (9.89%) SAN
3 16 (8.79%) HTTP
3 16 (8.79%) SSL
3 16 (8.79%) TCP/IP
4 15 (8.24%) DNS
5 13 (7.14%) SSH
6 6 (3.30%) Multicast
7 5 (2.75%) Intrusion Detection
7 5 (2.75%) LDAP
8 4 (2.20%) Kerberos
8 4 (2.20%) Network Security
9 3 (1.65%) FTP
9 3 (1.65%) SNMP
10 1 (0.55%) SMTP
10 1 (0.55%) VPN
Database & Business Intelligence
1 24 (13.19%) SQL Server
2 20 (10.99%) JasperReports
2 20 (10.99%) Relational Database
3 17 (9.34%) Hadoop
4 14 (7.69%) Apache Hive
4 14 (7.69%) Data Warehouse
5 13 (7.14%) HBase
5 13 (7.14%) RDBMS
6 12 (6.59%) Big Data
7 9 (4.95%) DB2
7 9 (4.95%) MySQL
8 8 (4.40%) MongoDB
8 8 (4.40%) OLAP
8 8 (4.40%) Oracle OLAP
9 5 (2.75%) Oracle Database
9 5 (2.75%) Oracle Reports
9 5 (2.75%) PostgreSQL
9 5 (2.75%) PowerCenter
10 4 (2.20%) QlikView
11 3 (1.65%) Parquet
Development Applications
1 15 (8.24%) JUnit
2 14 (7.69%) Jenkins
3 13 (7.14%) Maven
4 12 (6.59%) Git (software)
4 12 (6.59%) Selenium
4 12 (6.59%) Subversion
5 7 (3.85%) Cucumber
5 7 (3.85%) JIRA
6 6 (3.30%) Ant
7 5 (2.75%) HP UFT
7 5 (2.75%) JBehave
7 5 (2.75%) MSTest
7 5 (2.75%) NUnit
7 5 (2.75%) TeamCity
7 5 (2.75%) TestNG
7 5 (2.75%) WebDriver
8 2 (1.10%) Eclipse
8 2 (1.10%) MSBuild
9 1 (0.55%) Team Foundation Server
9 1 (0.55%) Visual Studio
General
1 83 (45.60%) Finance
2 22 (12.09%) Banking
3 13 (7.14%) Retail
4 8 (4.40%) Games
4 8 (4.40%) Telecoms
5 7 (3.85%) Publishing
6 5 (2.75%) Back Office
6 5 (2.75%) Financial Institution
6 5 (2.75%) Front Office
6 5 (2.75%) Private Banking
7 2 (1.10%) General Ledger
8 1 (0.55%) Marketing
Job Titles
1 48 (26.37%) Developer
2 16 (8.79%) Security Engineer
3 15 (8.24%) Administrator
3 15 (8.24%) ETL Developer
3 15 (8.24%) Software Engineer
4 14 (7.69%) Java Developer
5 13 (7.14%) Analyst
6 11 (6.04%) Systems Engineer
7 10 (5.49%) Applications Support
7 10 (5.49%) Systems Administrator
7 10 (5.49%) Unix Engineer
7 10 (5.49%) Unix Systems Engineer
8 9 (4.95%) Architect
8 9 (4.95%) Cloud Engineer
8 9 (4.95%) Data Engineer
8 9 (4.95%) Development Engineer
8 9 (4.95%) Monitoring Engineer
8 9 (4.95%) Senior Security Engineer
8 9 (4.95%) Technical Engineer
8 9 (4.95%) Test Engineer
Libraries, Frameworks & Software Standards
1 22 (12.09%) .NET
2 21 (11.54%) WinForms
2 21 (11.54%) XML
3 20 (10.99%) ASP.NET
3 20 (10.99%) ASP.NET MVC 5
3 20 (10.99%) ASP.NET Web Forms
3 20 (10.99%) REST
4 19 (10.44%) Middleware
5 17 (9.34%) SOAP
5 17 (9.34%) Spring
6 16 (8.79%) HTML
7 14 (7.69%) CSS
8 12 (6.59%) JSON
9 9 (4.95%) Ext JS
9 9 (4.95%) JMS
10 8 (4.40%) Web Services
11 7 (3.85%) CGI
11 7 (3.85%) J2EE
12 6 (3.30%) Drools
12 6 (3.30%) Ehcache
Miscellaneous
1 21 (11.54%) Analytical Skills
2 15 (8.24%) Computer Science
3 10 (5.49%) Visualisation
4 9 (4.95%) Data Centre
4 9 (4.95%) Hybrid Cloud
5 7 (3.85%) Management Information System
6 5 (2.75%) Artificial Intelligence
6 5 (2.75%) Derivative
6 5 (2.75%) Distributed Denial-of-Service
7 4 (2.20%) Foreign Exchange (FX)
7 4 (2.20%) Mainframe
7 4 (2.20%) PKI
7 4 (2.20%) SWIFT
8 3 (1.65%) Equity Derivative
8 3 (1.65%) Fixed Income
8 3 (1.65%) Interest Rate Derivative
8 3 (1.65%) Market Risk
8 3 (1.65%) Mathematics
8 3 (1.65%) Physics
8 3 (1.65%) RIA
Operating Systems
1 97 (53.30%) Linux
2 86 (47.25%) Unix
3 34 (18.68%) Windows
4 22 (12.09%) Solaris
5 21 (11.54%) Red Hat Enterprise Linux
6 20 (10.99%) AIX
7 8 (4.40%) Debian
7 8 (4.40%) HPUX
8 5 (2.75%) Android
9 4 (2.20%) OpenVMS
9 4 (2.20%) Windows Server 2008
9 4 (2.20%) Windows Server 2012
9 4 (2.20%) zOS
10 3 (1.65%) Mac OS X
10 3 (1.65%) Windows Server
11 2 (1.10%) Apple iOS
11 2 (1.10%) CentOS
Processes & Methodologies
1 61 (33.52%) Agile Software Development
2 44 (24.18%) SDLC
3 37 (20.33%) ETL
4 29 (15.93%) Continuous Integration
5 28 (15.38%) Asset Management
6 25 (13.74%) Software Engineering
7 20 (10.99%) MVC
7 20 (10.99%) Software Architecture
8 19 (10.44%) Project Management
9 18 (9.89%) Analytics
10 16 (8.79%) Data Modelling
10 16 (8.79%) Performance Tuning
10 16 (8.79%) Scrum
10 16 (8.79%) TDD
11 15 (8.24%) Fund Accounting
11 15 (8.24%) High Availability
11 15 (8.24%) OO
12 14 (7.69%) Performance Monitoring
13 13 (7.14%) BDD
13 13 (7.14%) Mentoring
Programming Languages
1 82 (45.05%) Java
2 74 (40.66%) Python
3 60 (32.97%) SQL
4 40 (21.98%) C#
5 39 (21.43%) Korn
6 31 (17.03%) Shell Script
7 29 (15.93%) C++
8 24 (13.19%) Ruby
9 21 (11.54%) VB
10 20 (10.99%) Bash Shell
10 20 (10.99%) PowerShell
11 19 (10.44%) JavaScript
12 15 (8.24%) C
13 13 (7.14%) PL/SQL
14 11 (6.04%) VBScript
15 7 (3.85%) PHP
16 6 (3.30%) C-shell
16 6 (3.30%) Dart
16 6 (3.30%) Jython
17 5 (2.75%) Lisp
Qualifications
1 28 (15.38%) Degree
2 6 (3.30%) SC Cleared
2 6 (3.30%) Security Cleared
3 5 (2.75%) PhD
4 4 (2.20%) CISSP
5 3 (1.65%) CCNP
5 3 (1.65%) Cisco Certification
6 2 (1.10%) GCIA
6 2 (1.10%) GCIH
7 1 (0.55%) CCIE
7 1 (0.55%) CCNA
7 1 (0.55%) JNCIE
7 1 (0.55%) SANS
7 1 (0.55%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 3 (1.65%) QA
2 2 (1.10%) Data Quality
2 2 (1.10%) ISO15022
2 2 (1.10%) ISO20022
2 2 (1.10%) PCI DSS
3 1 (0.55%) SLA
System Software
1 12 (6.59%) Docker
2 10 (5.49%) VMware Infrastructure
3 9 (4.95%) Sendmail
4 7 (3.85%) Active Directory
5 6 (3.30%) Squid
6 4 (2.20%) Job Entry Subsystem
6 4 (2.20%) RACF
6 4 (2.20%) Time Sharing Option
6 4 (2.20%) Veritas Cluster Server
6 4 (2.20%) Veritas File System
6 4 (2.20%) Veritas Volume Manager
7 2 (1.10%) VMware ESXi
7 2 (1.10%) vSphere
8 1 (0.55%) Hyper-V
8 1 (0.55%) iptables
8 1 (0.55%) NFS
8 1 (0.55%) Samba
8 1 (0.55%) Virtual Servers
Systems Management
1 9 (4.95%) Kubernetes
1 9 (4.95%) Mesos
1 9 (4.95%) NetBackup
1 9 (4.95%) Puppet
2 6 (3.30%) Thomson Reuters DACS
2 6 (3.30%) Veritas Storage Foundation
3 5 (2.75%) Nagios
4 4 (2.20%) Ansible
4 4 (2.20%) Opscode Chef
4 4 (2.20%) QRadar
4 4 (2.20%) zSecure
5 3 (1.65%) Fluentd
5 3 (1.65%) Nessus
5 3 (1.65%) SCCM
6 2 (1.10%) Norton AntiVirus
7 1 (0.55%) ArcSight ESM
7 1 (0.55%) Munin
7 1 (0.55%) Tivoli
7 1 (0.55%) Tivoli Storage Manager
Vendors
1 47 (25.82%) Oracle
2 35 (19.23%) Microsoft
3 26 (14.29%) Sybase
4 21 (11.54%) Informatica
5 20 (10.99%) IBM
6 19 (10.44%) Red Hat
7 17 (9.34%) Ab Initio
8 16 (8.79%) Sun
9 11 (6.04%) VMware
10 9 (4.95%) CA
10 9 (4.95%) HP
10 9 (4.95%) Veritas
11 6 (3.30%) Solace
12 5 (2.75%) Cloudera
13 4 (2.20%) ArcSight
13 4 (2.20%) Splunk
14 3 (1.65%) F5
14 3 (1.65%) Qualys
14 3 (1.65%) ServiceNow
14 3 (1.65%) Symantec
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