Period
to 19 July 2019

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 July 2019 with a comparison to the same period in the previous 2 years.

Bash Shell
Cambridgeshire > Cambridge
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 49 76 80
Rank change year-on-year +27 +4 +9
Permanent jobs citing Bash Shell 74 110 93
As % of all permanent IT jobs advertised in Cambridge 4.78% 3.91% 3.44%
As % of the Programming Languages category 6.97% 5.59% 4.61%
Number of salaries quoted 62 56 75
Cambridge median annual salary £62,500 £50,000 £50,000
Median salary % change year-on-year +25.00% - +5.26%
10th Percentile £36,250 £37,500 £41,000
90th Percentile £90,000 £73,750 £78,000
Cambridgeshire median annual salary £62,500 £50,000 £50,000
% change year-on-year +25.00% - +5.26%

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 1,061 1,969 2,017
As % of all permanent IT jobs advertised in Cambridge 68.54% 69.97% 74.68%
Number of salaries quoted 755 1,413 1,591
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £34,000 £30,000 £29,000
90th Percentile £72,500 £70,000 £67,500
Cambridgeshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

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 July 2019.

Salary histogram for Bash Shell in Cambridge

For the 6 months to 19 July 2019, IT jobs citing Bash Shell also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Bash Shell.

1 70 (94.59%) Python
2 45 (60.81%) Degree
3 39 (52.70%) GitHub
4 38 (51.35%) Software Engineering
5 37 (50.00%) C++
6 36 (48.65%) Java
7 35 (47.30%) PHP
8 33 (44.59%) C#
8 33 (44.59%) PhD
8 33 (44.59%) Machine Learning
9 32 (43.24%) R
9 32 (43.24%) Algorithms
9 32 (43.24%) Mathematics
10 31 (41.89%) Ruby
11 30 (40.54%) Ruby on Rails
11 30 (40.54%) Korn
11 30 (40.54%) Algorithmic Trading
11 30 (40.54%) Summit
11 30 (40.54%) Finance
11 30 (40.54%) J2SE
11 30 (40.54%) Linux
11 30 (40.54%) J2EE
11 30 (40.54%) MATLAB
11 30 (40.54%) Market Making
11 30 (40.54%) React
11 30 (40.54%) AngularJS
11 30 (40.54%) Bourne shell
11 30 (40.54%) Predictive Modelling
11 30 (40.54%) Fintech
11 30 (40.54%) High-Frequency Trading

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 (4.05%) nginx
1 3 (4.05%) OpenStack
2 2 (2.70%) MS Exchange
3 1 (1.35%) Confluence
3 1 (1.35%) Tomcat
Applications
1 3 (4.05%) Microsoft Office
2 2 (2.70%) Photoshop
Business Applications
1 30 (40.54%) Summit
Cloud Services
1 39 (52.70%) GitHub
2 16 (21.62%) Amazon AWS
3 10 (13.51%) Microsoft Azure
4 6 (8.11%) Google Cloud Platform
5 5 (6.76%) Cloud Computing
6 1 (1.35%) Office 365
Communications & Networking
1 5 (6.76%) Wireless
2 4 (5.41%) Internet
2 4 (5.41%) TCP/IP
3 2 (2.70%) DNS
3 2 (2.70%) Firewall
3 2 (2.70%) LAN
3 2 (2.70%) WAN
4 1 (1.35%) 2.5G
4 1 (1.35%) 2G
4 1 (1.35%) 3G
4 1 (1.35%) 4G
4 1 (1.35%) 5G
4 1 (1.35%) HTTP
4 1 (1.35%) SMTP
4 1 (1.35%) SNMP
4 1 (1.35%) SSL
4 1 (1.35%) VPN
4 1 (1.35%) Wi-Fi
Database & Business Intelligence
1 2 (2.70%) MySQL
1 2 (2.70%) NoSQL
1 2 (2.70%) PostgreSQL
1 2 (2.70%) SQL Server
Development Applications
1 12 (16.22%) Jenkins
2 6 (8.11%) JIRA
3 4 (5.41%) Git (software)
4 3 (4.05%) GitLab
5 2 (2.70%) GoCD
5 2 (2.70%) Visual Studio
6 1 (1.35%) Mercurial
6 1 (1.35%) Subversion
General
1 30 (40.54%) Finance
2 4 (5.41%) Telecoms
3 2 (2.70%) Games
4 1 (1.35%) Pharmaceutical
Job Titles
1 19 (25.68%) Algorithmic Trading Developer
1 19 (25.68%) Developer
1 19 (25.68%) Machine Learning Developer
2 11 (14.86%) Data Scientist
2 11 (14.86%) DevOps Engineer
3 8 (10.81%) Graduate
4 7 (9.46%) Administrator
4 7 (9.46%) Linux Administrator
4 7 (9.46%) Linux Systems Administrator
5 6 (8.11%) Graduate Developer
5 6 (8.11%) Machine Learning Scientist
5 6 (8.11%) Python Engineer
5 6 (8.11%) Systems Administrator
5 6 (8.11%) Test Automation Engineer
5 6 (8.11%) Test Engineer
6 5 (6.76%) Linux Engineer
6 5 (6.76%) Python Developer
6 5 (6.76%) Support Engineer
7 4 (5.41%) Senior DevOps
7 4 (5.41%) Software Engineer
Libraries, Frameworks & Software Standards
1 30 (40.54%) AngularJS
1 30 (40.54%) J2EE
1 30 (40.54%) J2SE
1 30 (40.54%) React
1 30 (40.54%) Ruby on Rails
2 3 (4.05%) D3.js
2 3 (4.05%) Django
2 3 (4.05%) Flask
2 3 (4.05%) jQuery
3 2 (2.70%) JSON
3 2 (2.70%) LLVM
3 2 (2.70%) OpenGL
3 2 (2.70%) OpenGL ES
3 2 (2.70%) REST
3 2 (2.70%) Vulkan
3 2 (2.70%) YAML
3 2 (2.70%) Yocto
4 1 (1.35%) Node.js
4 1 (1.35%) Qt
4 1 (1.35%) SOAP
Miscellaneous
1 32 (43.24%) Algorithms
2 7 (9.46%) Analytical Skills
2 7 (9.46%) Linux Command Line
2 7 (9.46%) Self-Motivation
3 5 (6.76%) Life Science
4 4 (5.41%) Internet of Things
5 3 (4.05%) Management Information System
6 2 (2.70%) Animation
6 2 (2.70%) Cyber Defence
6 2 (2.70%) Data Structures
6 2 (2.70%) Photography
6 2 (2.70%) Smart City
6 2 (2.70%) Virtual Team
7 1 (1.35%) Device Driver
Operating Systems
1 30 (40.54%) Linux
2 12 (16.22%) Windows
3 8 (10.81%) Unix
4 7 (9.46%) Red Hat Enterprise Linux
5 6 (8.11%) Ubuntu
6 5 (6.76%) Android
7 3 (4.05%) Debian
7 3 (4.05%) Windows 10
8 2 (2.70%) Embedded Linux
8 2 (2.70%) Mac OS
9 1 (1.35%) FreeBSD
9 1 (1.35%) Solaris
9 1 (1.35%) Windows 7
9 1 (1.35%) Windows Server
Processes & Methodologies
1 38 (51.35%) Software Engineering
2 33 (44.59%) Machine Learning
3 32 (43.24%) Mathematics
4 30 (40.54%) Algorithmic Trading
4 30 (40.54%) Automated Trading
4 30 (40.54%) Fintech
4 30 (40.54%) High-Frequency Trading
4 30 (40.54%) Market Making
4 30 (40.54%) Predictive Modelling
5 19 (25.68%) Data Science
6 17 (22.97%) Agile Software Development
6 17 (22.97%) Problem-Solving
7 12 (16.22%) DevOps
8 11 (14.86%) Deep Learning
8 11 (14.86%) Test Automation
9 9 (12.16%) Bioinformatics
10 8 (10.81%) Biology
10 8 (10.81%) Open Source
11 5 (6.76%) High Availability
11 5 (6.76%) Open Source Development
Programming Languages
1 70 (94.59%) Python
2 37 (50.00%) C++
3 36 (48.65%) Java
4 35 (47.30%) PHP
5 33 (44.59%) C#
6 32 (43.24%) R
7 31 (41.89%) Ruby
8 30 (40.54%) Bourne shell
8 30 (40.54%) Korn
8 30 (40.54%) MATLAB
9 13 (17.57%) Perl
10 6 (8.11%) C
10 6 (8.11%) JavaScript
10 6 (8.11%) SQL
11 4 (5.41%) PowerShell
11 4 (5.41%) Shell Script
12 3 (4.05%) AWK
12 3 (4.05%) sed
12 3 (4.05%) tcsh
13 2 (2.70%) Objective-C
Qualifications
1 45 (60.81%) Degree
2 33 (44.59%) PhD
3 2 (2.70%) ISEB
3 2 (2.70%) ISTQB
3 2 (2.70%) ISTQB Foundation Certification
3 2 (2.70%) SC Cleared
3 2 (2.70%) Security Cleared
4 1 (1.35%) CCNP
4 1 (1.35%) Cisco Certification
4 1 (1.35%) CREST Certified
4 1 (1.35%) GPEN
4 1 (1.35%) GXPN
4 1 (1.35%) OSCE
4 1 (1.35%) OSCP
4 1 (1.35%) OSWP
System Software
1 7 (9.46%) Docker
2 2 (2.70%) Active Directory
2 2 (2.70%) Virtual Machines
3 1 (1.35%) vSphere
Systems Management
1 16 (21.62%) Ansible
2 6 (8.11%) Opscode Chef
3 5 (6.76%) Puppet
4 4 (5.41%) Terraform
5 3 (4.05%) Kubernetes
Vendors
1 7 (9.46%) Red Hat
2 6 (8.11%) Google
3 5 (6.76%) Microsoft
4 2 (2.70%) Juniper
5 1 (1.35%) Cisco
5 1 (1.35%) Dell
5 1 (1.35%) HP
5 1 (1.35%) Intel
5 1 (1.35%) VMware