Period
to 22 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Unix skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Unix over the 6 months to 22 November 2018 with a comparison to the same period in the previous 2 years.

Unix
Berkshire > Reading
6 months to
22 Nov 2018
Same period 2017 Same period 2016
Rank 50 30 16
Rank change year-on-year -20 -14 +24
Permanent jobs citing Unix 107 175 355
As % of all permanent IT jobs advertised in Reading 4.99% 7.35% 10.13%
As % of the Operating Systems category 16.07% 23.30% 31.06%
Number of salaries quoted 88 115 222
Reading median annual salary £57,500 £50,000 £51,250
Median salary % change year-on-year +15.00% -2.44% +13.89%
10th Percentile £34,100 £35,000 £36,250
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £52,500 £45,000 £50,000
% change year-on-year +16.67% -10.00% +5.26%

Unix is in the Operating Systems category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for operating system skills.

All Operating Systems
Reading
Permanent vacancies with a requirement for operating system skills 666 751 1,143
As % of all permanent IT jobs advertised in Reading 31.06% 31.54% 32.63%
Number of salaries quoted 583 611 921
Reading median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +11.11%
10th Percentile £25,180 £23,000 £26,250
90th Percentile £75,000 £70,000 £70,000
Berkshire median annual salary £46,000 £45,000 £47,500
% change year-on-year +2.22% -5.26% +5.56%

Unix
Job Vacancy Trend in Reading

Job postings citing Unix as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Unix in Reading

Unix
Salary Trend in Reading

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

Salary trend for Unix in Reading

Unix
Salary Histogram in Reading

The salary distribution of IT jobs citing Unix in Reading over the 6 months to 22 November 2018.

Salary histogram for Unix in Reading

For the 6 months to 22 November 2018, IT jobs citing Unix 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 Reading region with a requirement for Unix.

1 94 (87.85%) Linux
2 71 (66.36%) Java
3 56 (52.34%) Python
4 43 (40.19%) Agile Software Development
5 42 (39.25%) Oracle
6 41 (38.32%) Degree
6 41 (38.32%) Relational Database
7 40 (37.38%) Amazon AWS
7 40 (37.38%) NoSQL
8 37 (34.58%) Windows
8 37 (34.58%) RDBMS
9 36 (33.64%) JavaScript
10 35 (32.71%) Continuous Integration
11 33 (30.84%) SQL Server
12 32 (29.91%) Git (software)
13 31 (28.97%) Software Engineering
14 28 (26.17%) Computer Science
15 27 (25.23%) Scrum
16 24 (22.43%) Finance
16 24 (22.43%) Spring
17 23 (21.50%) Mathematics
18 22 (20.56%) VMware
19 21 (19.63%) MongoDB
19 21 (19.63%) Multithreading
20 20 (18.69%) Shell Script
20 20 (18.69%) XML
20 20 (18.69%) Apache Cassandra
20 20 (18.69%) VMware Infrastructure
20 20 (18.69%) Go
21 19 (17.76%) Red Hat Enterprise Linux

Unix
Co-occurring IT Skills in Reading 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 8 (7.48%) Apache
2 7 (6.54%) Apache Spark
2 7 (6.54%) Elasticsearch
3 6 (5.61%) IIS
3 6 (5.61%) SharePoint
4 4 (3.74%) Apache Pig
4 4 (3.74%) JBoss
4 4 (3.74%) Oracle Workflow
4 4 (3.74%) WebLogic
5 2 (1.87%) Cloud Foundry
5 2 (1.87%) CMS
5 2 (1.87%) EPiServer
5 2 (1.87%) nginx
5 2 (1.87%) Tomcat
5 2 (1.87%) Umbraco
5 2 (1.87%) WebLogic Portal
6 1 (0.93%) BizTalk Server
6 1 (0.93%) iPlanet
Applications
1 2 (1.87%) MS Visio
Business Applications
1 4 (3.74%) Dynamics CRM
1 4 (3.74%) Scribe Insight
2 1 (0.93%) Oracle 11i
2 1 (0.93%) Oracle Applications
2 1 (0.93%) Oracle EBS
2 1 (0.93%) Oracle EBS R12
Cloud Services
1 40 (37.38%) Amazon AWS
2 19 (17.76%) Microsoft Azure
3 13 (12.15%) GitHub
4 11 (10.28%) Amazon EC2
5 7 (6.54%) Amazon CloudWatch
5 7 (6.54%) Amazon ELB
5 7 (6.54%) Amazon Glacier
5 7 (6.54%) Amazon S3
5 7 (6.54%) Virtual Private Cloud
6 6 (5.61%) Cloud Computing
7 5 (4.67%) SaaS
8 4 (3.74%) Amazon EMR
8 4 (3.74%) Dynamics 365
8 4 (3.74%) Office 365
8 4 (3.74%) Scribe Online
9 3 (2.80%) IBM Cloud
10 2 (1.87%) G Suite
10 2 (1.87%) Google Cloud Platform
10 2 (1.87%) IaaS
10 2 (1.87%) npm
Communications & Networking
1 16 (14.95%) TCP/IP
2 13 (12.15%) DNS
3 11 (10.28%) SAN
4 10 (9.35%) DHCP
5 9 (8.41%) NAS
6 8 (7.48%) FCoE
6 8 (7.48%) LAN
6 8 (7.48%) SSH
6 8 (7.48%) WAN
7 7 (6.54%) Fibre Channel
7 7 (6.54%) iSCSI
8 6 (5.61%) HTTP
9 5 (4.67%) Firewall
10 2 (1.87%) HTTPS
10 2 (1.87%) Remote Desktop
10 2 (1.87%) SSL
10 2 (1.87%) Unified Communications
11 1 (0.93%) FTP
11 1 (0.93%) OpenLDAP
11 1 (0.93%) VPN
Database & Business Intelligence
1 41 (38.32%) Relational Database
2 40 (37.38%) NoSQL
3 37 (34.58%) RDBMS
4 33 (30.84%) SQL Server
5 21 (19.63%) MongoDB
6 20 (18.69%) Apache Cassandra
7 17 (15.89%) MySQL
8 16 (14.95%) Amazon DynamoDB
9 13 (12.15%) CouchDB
9 13 (12.15%) Hadoop
10 12 (11.21%) Big Data
11 8 (7.48%) Oracle Database
11 8 (7.48%) SQL Server Integration Services
12 7 (6.54%) Amazon RDS
13 6 (5.61%) HBase
14 5 (4.67%) Data Warehouse
15 4 (3.74%) Apache Hive
15 4 (3.74%) QlikView
15 4 (3.74%) SQL Server Analysis Services
15 4 (3.74%) SQL Server Reporting Services
Development Applications
1 32 (29.91%) Git (software)
2 10 (9.35%) JIRA
2 10 (9.35%) Team Foundation Server
3 9 (8.41%) Jenkins
4 6 (5.61%) Subversion
5 4 (3.74%) Eclipse
5 4 (3.74%) Oracle Forms
6 3 (2.80%) Gradle
7 2 (1.87%) Grunt
7 2 (1.87%) gulp
7 2 (1.87%) Octopus Deploy
7 2 (1.87%) Sonatype Nexus
7 2 (1.87%) TeamCity
7 2 (1.87%) Visual Studio
7 2 (1.87%) webpack
8 1 (0.93%) Ant
8 1 (0.93%) Hudson
8 1 (0.93%) jMock
8 1 (0.93%) JUnit
8 1 (0.93%) Redmine
General
1 24 (22.43%) Finance
2 16 (14.95%) Telecoms
3 8 (7.48%) Electronics
3 8 (7.48%) Manufacturing
3 8 (7.48%) Marketing
4 7 (6.54%) Banking
5 5 (4.67%) Financial Institution
6 4 (3.74%) Back Office
7 2 (1.87%) Billing
7 2 (1.87%) Legal
7 2 (1.87%) Retail
Job Titles
1 54 (50.47%) Developer
2 31 (28.97%) Java Developer
3 26 (24.30%) Linux Developer
4 25 (23.36%) Senior Developer
5 22 (20.56%) NoSQL Developer
6 16 (14.95%) AWS Developer
6 16 (14.95%) Python Developer
7 15 (14.02%) Senior Python Developer
8 10 (9.35%) Senior Java Developer
9 9 (8.41%) Analyst
10 7 (6.54%) Infrastructure Engineer
10 7 (6.54%) Test Analyst
11 5 (4.67%) Software Engineer
11 5 (4.67%) Support Engineer
12 4 (3.74%) Architect
12 4 (3.74%) Open Source Developer
12 4 (3.74%) Senior Big Data Developer
12 4 (3.74%) Technical Engineer
12 4 (3.74%) Technical Support
12 4 (3.74%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 24 (22.43%) Spring
2 20 (18.69%) XML
3 16 (14.95%) Kafka
4 15 (14.02%) JSON
5 14 (13.08%) Java SE
6 13 (12.15%) Web Services
7 11 (10.28%) jQuery
8 10 (9.35%) AngularJS
9 9 (8.41%) SOAP
10 8 (7.48%) HTML
10 8 (7.48%) React
10 8 (7.48%) REST
11 7 (6.54%) .NET
11 7 (6.54%) RESTful
12 6 (5.61%) .NET Framework
12 6 (5.61%) CSS
12 6 (5.61%) WCF
13 5 (4.67%) Spark Streaming
14 4 (3.74%) ASP.NET Web API
14 4 (3.74%) Elastic Stack
Miscellaneous
1 28 (26.17%) Computer Science
2 17 (15.89%) Linux Command Line
3 10 (9.35%) Algorithms
4 9 (8.41%) Analytical Skills
5 8 (7.48%) Management Information System
5 8 (7.48%) Replication
6 7 (6.54%) Self-Motivation
7 5 (4.67%) Client/Server
7 5 (4.67%) Data Centre
7 5 (4.67%) Digital Currency
8 2 (1.87%) Cloud Native
8 2 (1.87%) Clustering
8 2 (1.87%) N-Tier
8 2 (1.87%) Public Cloud
8 2 (1.87%) Smart Meter
8 2 (1.87%) User Experience
8 2 (1.87%) Virtual Team
9 1 (0.93%) Enterprise Software
Operating Systems
1 94 (87.85%) Linux
2 37 (34.58%) Windows
3 19 (17.76%) Red Hat Enterprise Linux
4 7 (6.54%) Ubuntu
5 6 (5.61%) CentOS
5 6 (5.61%) Windows Server
5 6 (5.61%) Windows Server 2012
6 5 (4.67%) Debian
6 5 (4.67%) Solaris
7 4 (3.74%) AIX
7 4 (3.74%) HPUX
7 4 (3.74%) Mac OS X
8 3 (2.80%) Windows Server 2003
8 3 (2.80%) Windows Server 2008
9 1 (0.93%) Oracle Linux
Processes & Methodologies
1 43 (40.19%) Agile Software Development
2 35 (32.71%) Continuous Integration
3 31 (28.97%) Software Engineering
4 27 (25.23%) Scrum
5 23 (21.50%) Mathematics
6 21 (19.63%) Multithreading
7 17 (15.89%) Business Intelligence
7 17 (15.89%) DevOps
7 17 (15.89%) Statistics
7 17 (15.89%) Test Automation
8 15 (14.02%) Deployment Automation
8 15 (14.02%) Machine Learning
9 14 (13.08%) ITIL
9 14 (13.08%) Unit Testing
10 12 (11.21%) SDLC
11 11 (10.28%) High Availability
11 11 (10.28%) Infrastructure Engineering
11 11 (10.28%) User Stories
12 10 (9.35%) Open Source
13 9 (8.41%) Secure Coding
Programming Languages
1 71 (66.36%) Java
2 56 (52.34%) Python
3 36 (33.64%) JavaScript
4 20 (18.69%) Go
4 20 (18.69%) Shell Script
5 19 (17.76%) SQL
6 18 (16.82%) Bash Shell
7 16 (14.95%) Java 8
8 13 (12.15%) Cython
9 11 (10.28%) Perl
10 10 (9.35%) C#
11 9 (8.41%) C
12 7 (6.54%) C++
12 7 (6.54%) Ruby
13 5 (4.67%) Erlang
14 4 (3.74%) PowerShell
14 4 (3.74%) Scala
14 4 (3.74%) VB.NET
15 2 (1.87%) RPG IV
15 2 (1.87%) T-SQL
Qualifications
1 41 (38.32%) Degree
2 13 (12.15%) Numerate Degree
3 10 (9.35%) Computer Science Degree
3 10 (9.35%) Security Cleared
4 6 (5.61%) SC Cleared
5 3 (2.80%) CCNA
5 3 (2.80%) Cisco Certification
5 3 (2.80%) MCSE
5 3 (2.80%) Microsoft Certification
6 2 (1.87%) AWS Certification
6 2 (1.87%) ITIL Certification
6 2 (1.87%) MCITP
6 2 (1.87%) MCSA
6 2 (1.87%) RHCE
6 2 (1.87%) VMware Certified Professional (VCP)
7 1 (0.93%) CompTIA Security+
7 1 (0.93%) DV Cleared
7 1 (0.93%) Linux+ Certification
7 1 (0.93%) Network+ Certification
7 1 (0.93%) SANS
Quality Assurance & Compliance
1 19 (17.76%) QA
2 4 (3.74%) ISO/IEC 27001
3 2 (1.87%) COBIT
3 2 (1.87%) GDPR
4 1 (0.93%) SLA
System Software
1 20 (18.69%) VMware Infrastructure
2 9 (8.41%) Active Directory
3 8 (7.48%) Samba
4 6 (5.61%) HDFS
5 5 (4.67%) Docker
6 4 (3.74%) Apache Flume
6 4 (3.74%) Hyper-V
6 4 (3.74%) Virtual Machines
7 3 (2.80%) Apache ZooKeeper
7 3 (2.80%) NFS
8 2 (1.87%) KVM
8 2 (1.87%) Oracle RAC
8 2 (1.87%) vCloud
8 2 (1.87%) vSphere
9 1 (0.93%) NDS
9 1 (0.93%) NetIQ eDirectory
9 1 (0.93%) VMware ESXi
9 1 (0.93%) VMware NSX
Systems Management
1 15 (14.02%) Ansible
2 14 (13.08%) Puppet
3 7 (6.54%) Opscode Chef
3 7 (6.54%) Terraform
3 7 (6.54%) vRealize Orchestrator
4 4 (3.74%) Kibana
4 4 (3.74%) Kubernetes
4 4 (3.74%) Oozie
4 4 (3.74%) Rundeck
5 3 (2.80%) Grafana
5 3 (2.80%) Graylog
5 3 (2.80%) Hadoop YARN
6 2 (1.87%) HP ALM
6 2 (1.87%) HP Quality Center
7 1 (0.93%) Data Guard
7 1 (0.93%) Nagios
7 1 (0.93%) Oracle Enterprise Manager
7 1 (0.93%) Oracle RMAN
7 1 (0.93%) vCenter Server
Vendors
1 42 (39.25%) Oracle
2 22 (20.56%) VMware
3 14 (13.08%) Red Hat
4 12 (11.21%) Microsoft
5 8 (7.48%) SAP
5 8 (7.48%) Tableau
6 7 (6.54%) Centrify
6 7 (6.54%) HP
7 5 (4.67%) Google
7 5 (4.67%) IBM
8 4 (3.74%) Cisco
8 4 (3.74%) Citrix
8 4 (3.74%) Cloudera
8 4 (3.74%) Hortonworks
8 4 (3.74%) Salesforce.com
8 4 (3.74%) Splunk
9 3 (2.80%) EMC
9 3 (2.80%) NetApp
9 3 (2.80%) Rackspace
10 2 (1.87%) Adobe