Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Capacity Planning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Capacity Planning over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Capacity Planning
Cambridgeshire > Cambridge
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 126 177 142
Rank change year-on-year +51 -35 -4
Permanent jobs citing Capacity Planning 15 2 4
As % of all permanent IT jobs advertised in Cambridge 0.69% 0.073% 0.17%
As % of the Processes & Methodologies category 0.74% 0.079% 0.19%
Number of salaries quoted 4 0 2
Cambridge median annual salary £47,950 - £95,000
10th Percentile £41,100 - £91,000
90th Percentile £56,075 - £99,000
Cambridgeshire median annual salary £47,950 £53,001 £76,750
% change year-on-year -9.53% -30.94% +104.67%

Capacity Planning is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2,025 2,541 2,072
As % of all permanent IT jobs advertised in Cambridge 93.40% 93.15% 90.60%
Number of salaries quoted 1,546 1,986 1,714
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +2.27%
10th Percentile £29,000 £28,875 £26,250
90th Percentile £71,063 £71,250 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Capacity Planning
Job Vacancy Trend in Cambridge

Job postings citing Capacity Planning as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Capacity Planning in Cambridge

Capacity Planning
Salary Trend in Cambridge

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

Salary trend for Capacity Planning in Cambridge

Capacity Planning
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Capacity Planning in Cambridge over the 6 months to 20 October 2018.

Salary histogram for Capacity Planning in Cambridge

For the 6 months to 20 October 2018, IT jobs citing Capacity Planning 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 Capacity Planning.

1 15 (100.00%) Linux
2 14 (93.33%) DNS
2 14 (93.33%) Git (software)
2 14 (93.33%) Puppet
3 13 (86.67%) TCP/IP
3 13 (86.67%) SSL
3 13 (86.67%) SQL
3 13 (86.67%) Oracle
3 13 (86.67%) Disaster Recovery
4 8 (53.33%) Firewall
4 8 (53.33%) Configuration Management
4 8 (53.33%) Active Directory
4 8 (53.33%) Python
5 7 (46.67%) LDAP
5 7 (46.67%) SAP
5 7 (46.67%) SAS
5 7 (46.67%) VMS
5 7 (46.67%) Unix
5 7 (46.67%) Windows
5 7 (46.67%) Kerberos
5 7 (46.67%) VMware
5 7 (46.67%) Retail
5 7 (46.67%) Load Balancing
5 7 (46.67%) Apache Hive
5 7 (46.67%) Apache Solr
5 7 (46.67%) Hadoop
5 7 (46.67%) VirtualBox
5 7 (46.67%) MapReduce
5 7 (46.67%) HBase
5 7 (46.67%) Kafka

Capacity Planning
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 7 (46.67%) Apache Pig
1 7 (46.67%) Apache Solr
1 7 (46.67%) Apache Spark
1 7 (46.67%) SAS
2 6 (40.00%) Confluence
2 6 (40.00%) OpenStack
2 6 (40.00%) WebLogic
2 6 (40.00%) WebSphere
Applications
1 1 (6.67%) Microsoft Excel
1 1 (6.67%) MS Visio
Business Applications
1 6 (40.00%) Documaker
Cloud Services
1 7 (46.67%) Amazon AWS
2 6 (40.00%) GitHub
2 6 (40.00%) IaaS
3 1 (6.67%) Microsoft Azure
Communications & Networking
1 14 (93.33%) DNS
2 13 (86.67%) SSL
2 13 (86.67%) TCP/IP
3 8 (53.33%) Firewall
4 7 (46.67%) Kerberos
5 6 (40.00%) Cisco IOS
5 6 (40.00%) Cisco Nexus
5 6 (40.00%) DHCP
5 6 (40.00%) FTP
5 6 (40.00%) HTTP
5 6 (40.00%) HTTPS
5 6 (40.00%) ICMP
5 6 (40.00%) IMAP
5 6 (40.00%) IPsec
5 6 (40.00%) OpenVPN
5 6 (40.00%) POP3
5 6 (40.00%) SMTP
5 6 (40.00%) SNMP
5 6 (40.00%) SSH
5 6 (40.00%) Telnet
Database & Business Intelligence
1 7 (46.67%) Apache Hive
1 7 (46.67%) Apache Zeppelin
1 7 (46.67%) Hadoop
1 7 (46.67%) HBase
1 7 (46.67%) Power BI
1 7 (46.67%) Sqoop
2 6 (40.00%) MongoDB
2 6 (40.00%) Oracle Database
2 6 (40.00%) SQL Server
Development Applications
1 14 (93.33%) Git (software)
2 6 (40.00%) Gerrit
2 6 (40.00%) JIRA
2 6 (40.00%) Sonatype Nexus
3 1 (6.67%) Hudson
3 1 (6.67%) Jenkins
General
1 7 (46.67%) Retail
2 6 (40.00%) Finance
Job Titles
1 7 (46.67%) Administrator
1 7 (46.67%) DevOps Engineer
1 7 (46.67%) Hadoop Administrator
2 6 (40.00%) Senior DevOps
2 6 (40.00%) Senior DevOps Engineer
3 1 (6.67%) Azure DevOps
3 1 (6.67%) Azure DevOps Engineer
3 1 (6.67%) Azure Engineer
3 1 (6.67%) Juniper Engineer
3 1 (6.67%) Network Engineer
Libraries, Frameworks & Software Standards
1 7 (46.67%) Kafka
1 7 (46.67%) LDAP
1 7 (46.67%) SparkR
2 6 (40.00%) Middleware
2 6 (40.00%) RESTful
2 6 (40.00%) SOAP
2 6 (40.00%) Web Services
2 6 (40.00%) YAML
Miscellaneous
1 1 (6.67%) Driving Licence
1 1 (6.67%) Linux Command Line
1 1 (6.67%) Self-Motivation
Operating Systems
1 15 (100.00%) Linux
2 7 (46.67%) Unix
2 7 (46.67%) VMS
2 7 (46.67%) Windows
2 7 (46.67%) Windows Server
3 6 (40.00%) Android
3 6 (40.00%) CentOS
3 6 (40.00%) Red Hat Enterprise Linux
3 6 (40.00%) Solaris
3 6 (40.00%) Windows Server 2008
3 6 (40.00%) Windows Server 2012
Processes & Methodologies
1 13 (86.67%) Disaster Recovery
2 8 (53.33%) Configuration Management
3 7 (46.67%) Analytics
3 7 (46.67%) DevOps
3 7 (46.67%) Load Balancing
3 7 (46.67%) MapReduce
3 7 (46.67%) Performance Tuning
3 7 (46.67%) Server Monitoring
4 6 (40.00%) Application Performance Monitoring
4 6 (40.00%) High Availability
4 6 (40.00%) Integration Testing
4 6 (40.00%) Network Monitoring
4 6 (40.00%) Performance Monitoring
4 6 (40.00%) Project Management
4 6 (40.00%) Release Management
4 6 (40.00%) Root Cause Analysis
4 6 (40.00%) Runbook
4 6 (40.00%) SDLC
5 2 (13.33%) Continuous Improvement
6 1 (6.67%) Continuous Integration
Programming Languages
1 13 (86.67%) SQL
2 8 (53.33%) Python
3 7 (46.67%) PowerShell
4 6 (40.00%) Bash Shell
4 6 (40.00%) JavaScript
4 6 (40.00%) PHP
5 1 (6.67%) C
5 1 (6.67%) C++
5 1 (6.67%) Java
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) ITIL Certification
1 1 (6.67%) JNCIA
Quality Assurance & Compliance
1 1 (6.67%) QA
1 1 (6.67%) SLA
System Software
1 8 (53.33%) Active Directory
2 7 (46.67%) Apache ZooKeeper
2 7 (46.67%) Docker
2 7 (46.67%) HDFS
2 7 (46.67%) Virtual Machines
2 7 (46.67%) VirtualBox
2 7 (46.67%) VMware Infrastructure
3 6 (40.00%) Samba
4 1 (6.67%) Hyper-V
4 1 (6.67%) KVM
4 1 (6.67%) Xen
Systems Management
1 14 (93.33%) Puppet
2 7 (46.67%) Ambari
2 7 (46.67%) Ansible
2 7 (46.67%) Hadoop YARN
2 7 (46.67%) Oozie
2 7 (46.67%) Opscode Chef
3 6 (40.00%) Nagios
3 6 (40.00%) Rancher
3 6 (40.00%) Sysdig
3 6 (40.00%) vRealize
Vendors
1 13 (86.67%) Oracle
2 7 (46.67%) SAP
2 7 (46.67%) VMware
3 6 (40.00%) AppDynamics
3 6 (40.00%) BMC
3 6 (40.00%) Cisco
3 6 (40.00%) HP
3 6 (40.00%) IBM
3 6 (40.00%) Intel
3 6 (40.00%) New Relic
3 6 (40.00%) Red Hat
3 6 (40.00%) ServiceNow
3 6 (40.00%) Splunk
3 6 (40.00%) WorldPay
4 1 (6.67%) Juniper
4 1 (6.67%) Microsoft