Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Perl
East of England > Cambridgeshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 83 51 64
Rank change year-on-year -32 +13 -22
Permanent jobs citing Perl 142 167 155
As % of all permanent IT jobs advertised in Cambridgeshire 3.36% 4.82% 3.76%
As % of the Programming Languages category 4.87% 7.54% 6.37%
Number of salaries quoted 110 134 138
Cambridgeshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +1.19%
10th Percentile £29,750 £27,300 £33,750
90th Percentile £61,250 £57,500 £55,000
East of England median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +7.14%

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 Cambridgeshire with a requirement for coding skills.

All Programming Languages
Cambridgeshire
Permanent vacancies with a requirement for coding skills 2918 2216 2433
As % of all permanent IT jobs advertised in Cambridgeshire 69.13% 63.99% 58.97%
Number of salaries quoted 2371 1921 2191
Cambridgeshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +4.29%
10th Percentile £30,000 £26,250 £28,250
90th Percentile £70,000 £62,500 £61,250
East of England median annual salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88% +2.41%

Perl
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Perl in Cambridgeshire

Perl
Salary Trend in Cambridgeshire

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

Salary trend for Perl in Cambridgeshire

Perl
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Perl in Cambridgeshire over the 6 months to 24 November 2017.

Salary histogram for Perl in Cambridgeshire

Perl
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Perl within the Cambridgeshire region over the 6 months to 24 November 2017. 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
Cambridge -38 131 £47,500 +5.56% 5
Perl
East of England

For the 6 months to 24 November 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 Cambridgeshire region with a requirement for Perl.

1 117 (82.39%) Python
2 91 (64.08%) Degree
3 70 (49.30%) Linux
4 55 (38.73%) Wireless
4 55 (38.73%) Software Engineering
5 51 (35.92%) C
5 51 (35.92%) JavaScript
6 40 (28.17%) SQL
7 39 (27.46%) Firmware
8 38 (26.76%) Mathematics
9 36 (25.35%) Agile Software Development
10 35 (24.65%) DevOps
11 33 (23.24%) Java
12 31 (21.83%) Bash Shell
13 29 (20.42%) Computer Science
14 27 (19.01%) Unix
15 26 (18.31%) Electronics
15 26 (18.31%) Git (software)
16 24 (16.90%) C++
16 24 (16.90%) Jenkins
17 21 (14.79%) Web Services
18 20 (14.08%) Mentoring
18 20 (14.08%) Algorithms
19 19 (13.38%) Analytical Skills
19 19 (13.38%) Amazon AWS
19 19 (13.38%) PHP
20 18 (12.68%) Relational Database
21 17 (11.97%) Configuration Management
21 17 (11.97%) HTML
22 16 (11.27%) Embedded C

Perl
Co-occurring IT Skills in Cambridgeshire 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 5 (3.52%) OpenStack
2 3 (2.11%) Apache
2 3 (2.11%) JBoss
3 1 (0.70%) Apache Solr
3 1 (0.70%) Elasticsearch
3 1 (0.70%) Jupyter
Applications
1 2 (1.41%) Microsoft Excel
2 1 (0.70%) Microsoft Office
Cloud Services
1 19 (13.38%) Amazon AWS
2 12 (8.45%) GitHub
3 5 (3.52%) Amazon CloudWatch
3 5 (3.52%) AWS CloudFormation
3 5 (3.52%) IaaS
4 3 (2.11%) SaaS
5 1 (0.70%) Microsoft Azure
Communications & Networking
1 55 (38.73%) Wireless
2 15 (10.56%) SMS
3 14 (9.86%) WLAN
4 9 (6.34%) HTTP
5 6 (4.23%) Network Security
6 5 (3.52%) Firewall
6 5 (3.52%) TCP/IP
7 2 (1.41%) Internet
8 1 (0.70%) SCTP
8 1 (0.70%) VPN
8 1 (0.70%) Wi-Fi
Database & Business Intelligence
1 18 (12.68%) Relational Database
2 12 (8.45%) MySQL
3 10 (7.04%) NoSQL
4 8 (5.63%) PostgreSQL
5 7 (4.93%) Data Mining
5 7 (4.93%) Text Mining
6 6 (4.23%) RDBMS
7 5 (3.52%) Big Data
8 2 (1.41%) Data Warehouse
8 2 (1.41%) SQL Server Integration Services
8 2 (1.41%) SQL Server Reporting Services
9 1 (0.70%) Apache Cassandra
9 1 (0.70%) Hadoop
9 1 (0.70%) Redis
Development Applications
1 26 (18.31%) Git (software)
2 24 (16.90%) Jenkins
3 3 (2.11%) Fiddler
4 2 (1.41%) Selenium
5 1 (0.70%) HP UFT
5 1 (0.70%) JIRA
5 1 (0.70%) TeamCity
5 1 (0.70%) Visual Studio
General
1 26 (18.31%) Electronics
2 5 (3.52%) Marketing
3 2 (1.41%) Billing
4 1 (0.70%) Automotive
4 1 (0.70%) Pharmaceutical
4 1 (0.70%) Telecoms
Job Titles
1 42 (29.58%) Embedded Engineer
2 29 (20.42%) DevOps Engineer
3 25 (17.61%) Software Engineer
4 24 (16.90%) Embedded Firmware Engineer
4 24 (16.90%) Firmware Engineer
5 18 (12.68%) Developer
6 17 (11.97%) Embedded Software Engineer
7 16 (11.27%) Linux Engineer
8 15 (10.56%) Junior
9 14 (9.86%) RF Engineer
9 14 (9.86%) Software Developer
10 13 (9.15%) Applications Engineer
10 13 (9.15%) Linux DevOps Engineer
10 13 (9.15%) Linux/Unix DevOps
11 10 (7.04%) Architect
11 10 (7.04%) JavaScript Engineer
11 10 (7.04%) Senior DevOps
11 10 (7.04%) Senior DevOps Engineer
11 10 (7.04%) Systems Administrator
12 9 (6.34%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 21 (14.79%) Web Services
2 17 (11.97%) HTML
3 14 (9.86%) HTML5
4 9 (6.34%) Moose
5 6 (4.23%) CSS
6 5 (3.52%) REST
7 4 (2.82%) DBIx::Class
8 3 (2.11%) Catalyst
8 3 (2.11%) LAMP
8 3 (2.11%) XML
9 2 (1.41%) .NET
9 2 (1.41%) Hibernate
9 2 (1.41%) JSON
9 2 (1.41%) JSP
9 2 (1.41%) Natural Language Processing
9 2 (1.41%) SOAP
9 2 (1.41%) Spring
10 1 (0.70%) SQLAlchemy
10 1 (0.70%) Symfony
10 1 (0.70%) Xapian
Miscellaneous
1 29 (20.42%) Computer Science
2 20 (14.08%) Algorithms
3 19 (13.38%) Analytical Skills
4 14 (9.86%) Verilog
5 9 (6.34%) Life Science
6 5 (3.52%) Cyberthreat
7 4 (2.82%) Embedded Systems
8 3 (2.11%) LIMS
9 2 (1.41%) Device Driver
9 2 (1.41%) Fintech
9 2 (1.41%) Private Cloud
10 1 (0.70%) Driving Licence
10 1 (0.70%) Grid Computing
10 1 (0.70%) Internet of Things
10 1 (0.70%) Mobile App
Operating Systems
1 70 (49.30%) Linux
2 27 (19.01%) Unix
3 16 (11.27%) Red Hat Enterprise Linux
4 15 (10.56%) Ubuntu
4 15 (10.56%) Windows
5 11 (7.75%) CentOS
6 8 (5.63%) Android
7 5 (3.52%) Debian
7 5 (3.52%) Mac OS
8 2 (1.41%) Embedded Linux
9 1 (0.70%) Mac OS X
Processes & Methodologies
1 55 (38.73%) Software Engineering
2 38 (26.76%) Mathematics
3 36 (25.35%) Agile Software Development
4 35 (24.65%) DevOps
5 20 (14.08%) Mentoring
6 17 (11.97%) Configuration Management
7 16 (11.27%) Machine Learning
7 16 (11.27%) Test Automation
8 15 (10.56%) Test Scripting
9 14 (9.86%) Coaching
9 14 (9.86%) Continuous Integration
9 14 (9.86%) Data Acquisition
10 13 (9.15%) Bioinformatics
10 13 (9.15%) Informatics
11 12 (8.45%) Open Source
12 11 (7.75%) Artificial Intelligence
12 11 (7.75%) OO
13 9 (6.34%) People Management
13 9 (6.34%) Physics
13 9 (6.34%) TDD
Programming Languages
1 117 (82.39%) Python
2 51 (35.92%) C
2 51 (35.92%) JavaScript
3 40 (28.17%) SQL
4 33 (23.24%) Java
5 31 (21.83%) Bash Shell
6 24 (16.90%) C++
7 19 (13.38%) PHP
8 16 (11.27%) Embedded C
9 14 (9.86%) MATLAB
10 7 (4.93%) Ruby
11 5 (3.52%) C#
11 5 (3.52%) Julia
11 5 (3.52%) R
12 4 (2.82%) Tcl
13 3 (2.11%) PowerShell
13 3 (2.11%) Scala
13 3 (2.11%) T-SQL
13 3 (2.11%) VBScript
14 2 (1.41%) VBA
Qualifications
1 91 (64.08%) Degree
2 16 (11.27%) Computer Science Degree
3 5 (3.52%) CCNA
3 5 (3.52%) Cisco Certification
4 1 (0.70%) PhD
4 1 (0.70%) Postgraduate
Quality Assurance & Compliance
1 4 (2.82%) QA
System Software
1 39 (27.46%) Firmware
2 13 (9.15%) Docker
3 7 (4.93%) VMware Infrastructure
4 6 (4.23%) Hyper-V
5 5 (3.52%) LXC
6 2 (1.41%) KVM
6 2 (1.41%) Virtual Machines
7 1 (0.70%) Oracle RAC
Systems Management
1 16 (11.27%) Puppet
2 14 (9.86%) Opscode Chef
3 11 (7.75%) Grafana
3 11 (7.75%) Munin
3 11 (7.75%) ZABBIX
4 9 (6.34%) Ansible
5 6 (4.23%) Salt
6 5 (3.52%) Graphite
6 5 (3.52%) Graylog
6 5 (3.52%) Kibana
6 5 (3.52%) logstash
7 2 (1.41%) Terraform
8 1 (0.70%) Failover Clustering
8 1 (0.70%) Packer
Vendors
1 15 (10.56%) Perforce
2 13 (9.15%) VMware
3 10 (7.04%) Red Hat
4 7 (4.93%) Oracle
5 5 (3.52%) Cisco
5 5 (3.52%) Splunk
6 2 (1.41%) Tableau
7 1 (0.70%) Huawei
7 1 (0.70%) IBM