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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Perl
UK / Scotland
Rank 99 89 90
Rank change year-on-year
-10 +1
Permanent jobs citing Perl 36 66 68
As % of all permanent IT jobs located in Scotland 1.60% 2.26% 2.21%
As % of the Programming Languages category 2.72% 4.45% 4.22%
Number of salaries quoted 12 48 40
Median salary £49,500 £42,500 £35,000
Median salary % change year-on-year
+16.47% +21.42%
90% offered a salary of more than £28,450 £30,000 £24,969
10% offered a salary of more than £51,350 £53,250 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
1322 1483 1610
As % of all permanent IT jobs located in Scotland 58.57% 50.84% 52.43%
Number of salaries quoted 808 956 1110
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,400 £30,000 £28,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 23 January 2017.

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 23 January 2017. 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 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
Edinburgh -4 20 £50,000 +16.27% 6
Glasgow +10 16 £32,500 -7.14% 2
Perl
UK

Perl
Top 30 Related IT Skills in Scotland

For the 6 months to 23 January 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 Scotland region with a requirement for Perl.

1 47 (54.02%) Linux
1 47 (54.02%) Finance
2 45 (51.72%) Java
3 41 (47.13%) Python
4 35 (40.23%) Agile Software Development
5 32 (36.78%) SQL
6 28 (32.18%) Unix
7 23 (26.44%) Windows
8 22 (25.29%) Oracle
9 20 (22.99%) Degree
10 19 (21.84%) Ruby
10 19 (21.84%) Bash Shell
11 17 (19.54%) Open Source
11 17 (19.54%) Jenkins
11 17 (19.54%) Continuous Integration
11 17 (19.54%) Spring
12 16 (18.39%) C++
12 16 (18.39%) Big Data
12 16 (18.39%) Hadoop
12 16 (18.39%) Apache Hive
13 15 (17.24%) Software Engineering
14 14 (16.09%) PowerShell
14 14 (16.09%) PL/SQL
14 14 (16.09%) Tomcat
15 13 (14.94%) PHP
15 13 (14.94%) Shell Script
15 13 (14.94%) VMware Infrastructure
15 13 (14.94%) Hibernate
15 13 (14.94%) VMware
16 12 (13.79%) Red Hat Enterprise Linux

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 14 (16.09%) Tomcat
2 12 (13.79%) Apache
3 9 (10.34%) JBoss
4 4 (4.60%) Apache Pig
4 4 (4.60%) Apache Spark
4 4 (4.60%) ArcGIS
4 4 (4.60%) CMS
5 3 (3.45%) Alfresco
5 3 (3.45%) Mule
5 3 (3.45%) SugarCRM
6 2 (2.30%) OpenStack
7 1 (1.15%) Confluence
7 1 (1.15%) IIS
7 1 (1.15%) Oracle SOA Suite
Applications
1 5 (5.75%) MS Excel
2 2 (2.30%) MS Visio
2 2 (2.30%) Spreadsheet
3 1 (1.15%) Weka
Business Applications
1 2 (2.30%) Oracle Assets
1 2 (2.30%) Oracle Payables
Cloud Services
1 11 (12.64%) IaaS
2 9 (10.34%) PaaS
3 8 (9.20%) Amazon AWS
4 6 (6.90%) Microsoft Azure
4 6 (6.90%) SaaS
5 5 (5.75%) Amazon CloudWatch
5 5 (5.75%) Amazon EC2
5 5 (5.75%) Amazon S3
6 2 (2.30%) G Suite
7 1 (1.15%) GitHub
Communications & Networking
1 10 (11.49%) LDAP
2 8 (9.20%) SAN
3 7 (8.05%) Firewall
4 5 (5.75%) DNS
5 2 (2.30%) DHCP
5 2 (2.30%) NAS
6 1 (1.15%) Broadband
6 1 (1.15%) DVB
6 1 (1.15%) HTTP
6 1 (1.15%) Internet
6 1 (1.15%) LAN
6 1 (1.15%) VPN
6 1 (1.15%) WAN
Database & Business Intelligence
1 16 (18.39%) Apache Hive
1 16 (18.39%) Big Data
1 16 (18.39%) Hadoop
2 10 (11.49%) NoSQL
3 9 (10.34%) Data Warehouse
4 8 (9.20%) HBase
4 8 (9.20%) MongoDB
4 8 (9.20%) MySQL
4 8 (9.20%) Relational Database
5 7 (8.05%) DB2
6 6 (6.90%) GIS
6 6 (6.90%) PostgreSQL
7 5 (5.75%) Oracle Reports
7 5 (5.75%) PowerCenter
8 4 (4.60%) Flink
8 4 (4.60%) KDB
8 4 (4.60%) Oracle Database
8 4 (4.60%) Oracle Database 12c
8 4 (4.60%) Oracle ODI
8 4 (4.60%) QGIS
Development Applications
1 17 (19.54%) Jenkins
2 10 (11.49%) Maven
3 5 (5.75%) Subversion
4 4 (4.60%) JUnit
5 3 (3.45%) Talend Open Studio
6 2 (2.30%) GCC
6 2 (2.30%) Git (software)
6 2 (2.30%) JIRA
6 2 (2.30%) MSBuild
6 2 (2.30%) Vagrant
7 1 (1.15%) Ant
7 1 (1.15%) Cucumber
7 1 (1.15%) Eclipse
7 1 (1.15%) Gradle
7 1 (1.15%) IntelliJ
7 1 (1.15%) PowerBuilder
7 1 (1.15%) Selenium
7 1 (1.15%) TeamCity
7 1 (1.15%) Visual Studio
7 1 (1.15%) Visual Studio Code
General
1 47 (54.02%) Finance
2 11 (12.64%) Banking
3 7 (8.05%) Retail
4 5 (5.75%) Games
5 4 (4.60%) Telecoms
6 3 (3.45%) Aerospace
6 3 (3.45%) Legal
6 3 (3.45%) Publishing
7 2 (2.30%) Front Office
7 2 (2.30%) General Ledger
7 2 (2.30%) Marketing
8 1 (1.15%) Electronics
8 1 (1.15%) Investment Banking
8 1 (1.15%) Manufacturing
8 1 (1.15%) Prime Brokerage
Job Titles
1 28 (32.18%) Developer
2 15 (17.24%) Java Developer
3 12 (13.79%) Analyst
4 8 (9.20%) Data Engineer
5 7 (8.05%) DevOps Engineer
6 6 (6.90%) Data Analyst
6 6 (6.90%) Lead Developer
7 5 (5.75%) Architect
7 5 (5.75%) Java Software Developer
7 5 (5.75%) Oracle Developer
7 5 (5.75%) Security Engineer
7 5 (5.75%) Software Developer
8 4 (4.60%) Applications Support
8 4 (4.60%) Data Architect
8 4 (4.60%) GIS Analyst
8 4 (4.60%) GIS Data Analyst
8 4 (4.60%) IT Engineer
8 4 (4.60%) Lead Java Developer
8 4 (4.60%) Lead Software Developer
8 4 (4.60%) Systems Administrator
Libraries, Frameworks & Software Standards
1 17 (19.54%) Spring
2 13 (14.94%) Hibernate
3 10 (11.49%) REST
4 8 (9.20%) .NET
5 6 (6.90%) J2EE
6 5 (5.75%) JMS
7 4 (4.60%) ELK Stack
7 4 (4.60%) Google Maps API
7 4 (4.60%) HTML
7 4 (4.60%) JPA
7 4 (4.60%) JSP
7 4 (4.60%) Kafka
7 4 (4.60%) Middleware
7 4 (4.60%) Node.js
7 4 (4.60%) NumPy
7 4 (4.60%) Oracle GoldenGate
7 4 (4.60%) Ruby on Rails
7 4 (4.60%) SciPy
7 4 (4.60%) Servlets
7 4 (4.60%) WPF
Miscellaneous
1 12 (13.79%) Analytical Skills
2 9 (10.34%) Computer Science
3 5 (5.75%) Hybrid Cloud
4 4 (4.60%) Algorithms
4 4 (4.60%) Blockchain
4 4 (4.60%) Mobile App
4 4 (4.60%) Public Cloud
4 4 (4.60%) Replication
5 3 (3.45%) Data Integration
5 3 (3.45%) Derivative
5 3 (3.45%) Mathematics
6 2 (2.30%) Data Centre
6 2 (2.30%) Equity Derivative
6 2 (2.30%) Physics
6 2 (2.30%) Reference Data
7 1 (1.15%) 3D Graphics
7 1 (1.15%) Management Information System
7 1 (1.15%) Social Media
7 1 (1.15%) User Experience
7 1 (1.15%) Wiki
Operating Systems
1 47 (54.02%) Linux
2 28 (32.18%) Unix
3 23 (26.44%) Windows
4 12 (13.79%) Red Hat Enterprise Linux
5 8 (9.20%) Solaris
6 4 (4.60%) Android
6 4 (4.60%) Apple iOS
6 4 (4.60%) Windows Server
7 3 (3.45%) AIX
7 3 (3.45%) CentOS
7 3 (3.45%) Windows Server 2012
8 2 (2.30%) HPUX
8 2 (2.30%) VMS
8 2 (2.30%) Windows 10
8 2 (2.30%) Windows 7
9 1 (1.15%) Debian
9 1 (1.15%) OpenVMS
9 1 (1.15%) Windows 8
9 1 (1.15%) Windows Server 2008
Processes & Methodologies
1 35 (40.23%) Agile Software Development
2 17 (19.54%) Continuous Integration
2 17 (19.54%) Open Source
3 15 (17.24%) Software Engineering
4 12 (13.79%) Analytics
4 12 (13.79%) DevOps
5 11 (12.64%) ETL
6 9 (10.34%) High Availability
6 9 (10.34%) SDLC
7 8 (9.20%) Configuration Management
8 7 (8.05%) Project Management
8 7 (8.05%) Web Development
9 6 (6.90%) Integration Testing
9 6 (6.90%) Microservices
9 6 (6.90%) OO
9 6 (6.90%) Service Delivery
9 6 (6.90%) Software Distribution
10 5 (5.75%) Business Continuity
10 5 (5.75%) Data Modelling
10 5 (5.75%) Root Cause Analysis
Programming Languages
1 45 (51.72%) Java
2 41 (47.13%) Python
3 32 (36.78%) SQL
4 19 (21.84%) Bash Shell
4 19 (21.84%) Ruby
5 16 (18.39%) C++
6 14 (16.09%) PL/SQL
6 14 (16.09%) PowerShell
7 13 (14.94%) PHP
7 13 (14.94%) Shell Script
8 10 (11.49%) C#
9 9 (10.34%) JavaScript
10 8 (9.20%) VBScript
11 2 (2.30%) C
11 2 (2.30%) COBOL
12 1 (1.15%) R
12 1 (1.15%) VB
12 1 (1.15%) XPath
12 1 (1.15%) XQuery
Qualifications
1 20 (22.99%) Degree
2 2 (2.30%) HND
2 2 (2.30%) NCDA
2 2 (2.30%) NCIE
2 2 (2.30%) SC Cleared
2 2 (2.30%) Security Cleared
2 2 (2.30%) VCAP
2 2 (2.30%) VMware Certified Professional (VCP)
3 1 (1.15%) CISSP
3 1 (1.15%) EnCE
3 1 (1.15%) GIAC
Quality Assurance & Compliance
1 2 (2.30%) Data Quality
2 1 (1.15%) QA
System Software
1 13 (14.94%) VMware Infrastructure
2 9 (10.34%) Docker
3 8 (9.20%) Active Directory
4 4 (4.60%) Apache Flume
4 4 (4.60%) NFS
4 4 (4.60%) Samba
4 4 (4.60%) VMware ESXi
4 4 (4.60%) vSphere
5 2 (2.30%) Firmware
5 2 (2.30%) RHEV
5 2 (2.30%) vCloud
5 2 (2.30%) VMware ESX
5 2 (2.30%) VMware Server
6 1 (1.15%) Veritas Cluster Server
6 1 (1.15%) Veritas File System
6 1 (1.15%) Veritas Volume Manager
Systems Management
1 8 (9.20%) Ansible
1 8 (9.20%) Opscode Chef
1 8 (9.20%) Puppet
2 5 (5.75%) Kubernetes
2 5 (5.75%) Mesos
3 3 (3.45%) Norton AntiVirus
4 2 (2.30%) Capistrano
4 2 (2.30%) EMC NetWorker
4 2 (2.30%) Legato
4 2 (2.30%) NetBackup
4 2 (2.30%) SCCM
4 2 (2.30%) Terraform
4 2 (2.30%) vRealize
4 2 (2.30%) yum
5 1 (1.15%) Veritas Storage Foundation
Vendors
1 22 (25.29%) Oracle
2 13 (14.94%) VMware
3 12 (13.79%) Sybase
4 11 (12.64%) Informatica
5 9 (10.34%) Microsoft
5 9 (10.34%) Red Hat
6 6 (6.90%) Google
7 5 (5.75%) Cloudera
8 4 (4.60%) Alterian
8 4 (4.60%) HP
8 4 (4.60%) Splunk
9 3 (3.45%) Perforce
9 3 (3.45%) Symantec
9 3 (3.45%) Talend
10 2 (2.30%) Ab Initio
10 2 (2.30%) IBM
10 2 (2.30%) NetApp
10 2 (2.30%) Tableau
10 2 (2.30%) Veritas
11 1 (1.15%) Sun
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