Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Bash Shell skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Bash Shell over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Bash Shell
Cambridgeshire > Cambridge
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 97 71 87
Rank change year-on-year -26 +16 +36
Permanent jobs citing Bash Shell 84 82 73
As % of all permanent IT jobs advertised in Cambridge 2.75% 3.62% 2.54%
As % of the Programming Languages category 3.65% 5.30% 3.90%
Number of salaries quoted 80 69 64
Cambridge median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £35,000 £26,250 £37,500
90th Percentile £72,500 £61,250 £57,500
Cambridgeshire median annual salary £50,000 £47,500 £46,250
% change year-on-year +5.26% +2.70% +2.78%

Bash Shell 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 Cambridge with a requirement for coding skills.

All Programming Languages
Cambridge
Permanent vacancies with a requirement for coding skills 2302 1546 1873
As % of all permanent IT jobs advertised in Cambridge 75.23% 68.29% 65.26%
Number of salaries quoted 1830 1328 1662
Cambridge median annual salary £50,000 £45,000 £44,750
Median salary % change year-on-year +11.11% +0.56% +9.15%
10th Percentile £30,000 £26,250 £28,820
90th Percentile £71,250 £63,750 £60,000
Cambridgeshire median annual salary £49,500 £45,000 £43,900
% change year-on-year +10.00% +2.51% +7.07%

Bash Shell
Job Vacancy Trend in Cambridge

Job postings citing Bash Shell as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Bash Shell in Cambridge

Bash Shell
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Bash Shell in Cambridge.

Salary trend for Bash Shell in Cambridge

Bash Shell
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Bash Shell in Cambridge over the 6 months to 19 November 2017.

Salary histogram for Bash Shell in Cambridge

For the 6 months to 19 November 2017, IT jobs citing Bash Shell 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 Cambridge region with a requirement for Bash Shell.

1 66 (78.57%) Python
2 64 (76.19%) Linux
3 31 (36.90%) Perl
3 31 (36.90%) Agile Software Development
4 29 (34.52%) DevOps
5 26 (30.95%) Test Automation
6 24 (28.57%) Puppet
7 23 (27.38%) Docker
8 22 (26.19%) Amazon AWS
8 22 (26.19%) Java
8 22 (26.19%) Unix
9 20 (23.81%) Opscode Chef
10 19 (22.62%) Jenkins
11 18 (21.43%) Software Engineering
12 17 (20.24%) Windows
12 17 (20.24%) Web Services
13 16 (19.05%) CentOS
13 16 (19.05%) Git (software)
13 16 (19.05%) Degree
14 15 (17.86%) PowerShell
14 15 (17.86%) Machine Learning
14 15 (17.86%) Ansible
15 14 (16.67%) JIRA
15 14 (16.67%) SQL
15 14 (16.67%) SMS
16 13 (15.48%) Selenium
16 13 (15.48%) Continuous Integration
16 13 (15.48%) ZABBIX
16 13 (15.48%) Munin
16 13 (15.48%) Grafana

Bash Shell
Co-occurring IT Skills in Cambridge 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 (3.57%) Apache
1 3 (3.57%) JBoss
2 2 (2.38%) nginx
3 1 (1.19%) Apache Solr
3 1 (1.19%) Confluence
3 1 (1.19%) Elasticsearch
3 1 (1.19%) IIS
3 1 (1.19%) uWSGI
Applications
1 2 (2.38%) Microsoft Excel
Cloud Services
1 22 (26.19%) Amazon AWS
2 7 (8.33%) AWS CloudFormation
3 6 (7.14%) Amazon CloudWatch
3 6 (7.14%) IaaS
4 4 (4.76%) SaaS
5 2 (2.38%) Amazon S3
5 2 (2.38%) Cloud Computing
5 2 (2.38%) Microsoft Azure
6 1 (1.19%) Amazon EC2
6 1 (1.19%) Google Cloud Platform
Communications & Networking
1 14 (16.67%) SMS
2 11 (13.10%) Internet
3 8 (9.52%) TCP/IP
4 7 (8.33%) Network Security
5 5 (5.95%) WAN
6 2 (2.38%) DHCP
6 2 (2.38%) DNS
6 2 (2.38%) LDAP
6 2 (2.38%) OpenVPN
6 2 (2.38%) Wireless
7 1 (1.19%) Fibre Channel
7 1 (1.19%) iSCSI
7 1 (1.19%) LAN
7 1 (1.19%) SAN
7 1 (1.19%) Wi-Fi
Database & Business Intelligence
1 11 (13.10%) Relational Database
2 8 (9.52%) MySQL
3 5 (5.95%) Big Data
4 4 (4.76%) MongoDB
5 3 (3.57%) PostgreSQL
5 3 (3.57%) Redis
6 2 (2.38%) Amazon DynamoDB
6 2 (2.38%) Data Warehouse
6 2 (2.38%) DB2
6 2 (2.38%) Hadoop
6 2 (2.38%) RDBMS
6 2 (2.38%) SQL Server Integration Services
6 2 (2.38%) SQL Server Reporting Services
7 1 (1.19%) Amazon RDS
7 1 (1.19%) Apache Cassandra
7 1 (1.19%) NoSQL
7 1 (1.19%) SQL Server
Development Applications
1 19 (22.62%) Jenkins
2 16 (19.05%) Git (software)
3 14 (16.67%) JIRA
4 13 (15.48%) Selenium
5 12 (14.29%) JUnit
6 11 (13.10%) JMeter
6 11 (13.10%) LoadRunner
6 11 (13.10%) YouTrack
7 10 (11.90%) NUnit
8 4 (4.76%) GitLab
9 3 (3.57%) Cucumber
10 2 (2.38%) Atlassian Bamboo
10 2 (2.38%) Maven
10 2 (2.38%) Mockito
10 2 (2.38%) Subversion
10 2 (2.38%) TestNG
11 1 (1.19%) Gerrit
11 1 (1.19%) Mocha
11 1 (1.19%) SoapUI
11 1 (1.19%) TeamCity
General
1 4 (4.76%) Multimedia
2 3 (3.57%) Marketing
3 2 (2.38%) Billing
3 2 (2.38%) Electronics
4 1 (1.19%) Advertising
4 1 (1.19%) Manufacturing
Job Titles
1 24 (28.57%) Developer
2 23 (27.38%) Linux Engineer
3 20 (23.81%) DevOps Engineer
4 12 (14.29%) Java Developer
4 12 (14.29%) Linux DevOps Engineer
4 12 (14.29%) Linux/Unix DevOps
4 12 (14.29%) Senior Developer
5 11 (13.10%) Software Test Engineer
5 11 (13.10%) Systems Administrator
5 11 (13.10%) Test Engineer
6 10 (11.90%) Developer in Test
7 9 (10.71%) Linux Systems Administrator
7 9 (10.71%) Python Developer
7 9 (10.71%) Senior Python Developer
8 8 (9.52%) Administrator
8 8 (9.52%) AWS Engineer
8 8 (9.52%) Systems Engineer
8 8 (9.52%) Test Automation Engineer
9 7 (8.33%) Architect
10 6 (7.14%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 17 (20.24%) Web Services
2 10 (11.90%) Flask
3 9 (10.71%) Django
3 9 (10.71%) React
4 5 (5.95%) HTML
5 4 (4.76%) AngularJS
5 4 (4.76%) Hibernate
5 4 (4.76%) REST
5 4 (4.76%) Spring
6 3 (3.57%) CSS
6 3 (3.57%) LAMP
6 3 (3.57%) Node.js
6 3 (3.57%) POSIX
6 3 (3.57%) SOAP
7 2 (2.38%) .NET
7 2 (2.38%) J2EE
7 2 (2.38%) JDBC
7 2 (2.38%) JSF
7 2 (2.38%) JSP
7 2 (2.38%) XML
Miscellaneous
1 5 (5.95%) Algorithms
1 5 (5.95%) Computer Science
1 5 (5.95%) Cyberthreat
1 5 (5.95%) Internet of Things
1 5 (5.95%) Smart Home
2 4 (4.76%) Analytical Skills
3 3 (3.57%) Data Centre
4 2 (2.38%) Device Driver
4 2 (2.38%) Fintech
4 2 (2.38%) Life Science
4 2 (2.38%) Private Cloud
4 2 (2.38%) Video\Live Streaming
5 1 (1.19%) Management Information System
5 1 (1.19%) Mobile App
5 1 (1.19%) Robotics
Operating Systems
1 64 (76.19%) Linux
2 22 (26.19%) Unix
3 17 (20.24%) Windows
4 16 (19.05%) CentOS
5 12 (14.29%) Ubuntu
6 9 (10.71%) Red Hat Enterprise Linux
7 8 (9.52%) Debian
8 6 (7.14%) Mac OS
9 2 (2.38%) Android
10 1 (1.19%) Apple iOS
10 1 (1.19%) CoreOS
10 1 (1.19%) Embedded Linux
Processes & Methodologies
1 31 (36.90%) Agile Software Development
2 29 (34.52%) DevOps
3 26 (30.95%) Test Automation
4 18 (21.43%) Software Engineering
5 15 (17.86%) Machine Learning
6 13 (15.48%) Continuous Integration
7 11 (13.10%) Continuous Delivery
8 10 (11.90%) SDET
8 10 (11.90%) Web Development
9 9 (10.71%) Unit Testing
9 9 (10.71%) Web Application Development
10 8 (9.52%) Bioinformatics
10 8 (9.52%) Configuration Management
10 8 (9.52%) Mentoring
11 6 (7.14%) Artificial Intelligence
11 6 (7.14%) SDLC
12 5 (5.95%) Prototyping
12 5 (5.95%) Reinforcement Learning
13 4 (4.76%) ETL
13 4 (4.76%) Open Source
Programming Languages
1 66 (78.57%) Python
2 31 (36.90%) Perl
3 22 (26.19%) Java
4 15 (17.86%) PowerShell
5 14 (16.67%) SQL
6 11 (13.10%) JavaScript
7 8 (9.52%) C
7 8 (9.52%) C++
8 7 (8.33%) PHP
9 5 (5.95%) Scala
10 4 (4.76%) C#
10 4 (4.76%) Ruby
11 3 (3.57%) Shell Script
11 3 (3.57%) T-SQL
11 3 (3.57%) VBScript
12 2 (2.38%) VBA
13 1 (1.19%) Haskell
13 1 (1.19%) Objective-C
13 1 (1.19%) PL/SQL
13 1 (1.19%) VB
Qualifications
1 16 (19.05%) Degree
2 6 (7.14%) CCNA
2 6 (7.14%) Cisco Certification
3 5 (5.95%) PhD
4 4 (4.76%) Computer Science Degree
5 1 (1.19%) ISEB
5 1 (1.19%) ISTQB
Quality Assurance & Compliance
1 4 (4.76%) QA
2 2 (2.38%) ISO/IEC 27001
System Software
1 23 (27.38%) Docker
2 7 (8.33%) Hyper-V
3 6 (7.14%) LXC
4 5 (5.95%) VMware Infrastructure
5 2 (2.38%) KVM
5 2 (2.38%) NFS
5 2 (2.38%) Virtual Machines
6 1 (1.19%) Oracle RAC
6 1 (1.19%) QEMU
Systems Management
1 24 (28.57%) Puppet
2 20 (23.81%) Opscode Chef
3 15 (17.86%) Ansible
4 13 (15.48%) Grafana
4 13 (15.48%) Munin
4 13 (15.48%) ZABBIX
5 8 (9.52%) Salt
6 6 (7.14%) Graphite
6 6 (7.14%) Graylog
6 6 (7.14%) Kibana
6 6 (7.14%) logstash
7 3 (3.57%) Terraform
8 2 (2.38%) Kubernetes
9 1 (1.19%) Failover Clustering
9 1 (1.19%) Mesos
9 1 (1.19%) Nagios
9 1 (1.19%) Packer
Vendors
1 11 (13.10%) VMware
2 6 (7.14%) Splunk
3 5 (5.95%) Cisco
4 2 (2.38%) IBM
4 2 (2.38%) Perforce
4 2 (2.38%) Tableau
5 1 (1.19%) Oracle
5 1 (1.19%) Wind River