The following table provides summary statistics for permanent job vacancies with a requirement for Graphite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Graphite over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Graphite
UK
Rank 754 850 862
Rank change year-on-year +96 +12  
Permanent jobs citing Graphite 95 96 94
As % of all permanent IT jobs advertised in the UK 0.11% 0.094% 0.089%
As % of the Systems Management category 1.37% 1.16% 1.20%
Number of salaries quoted 85 79 64
Median salary £50,000 £55,000 £56,250
Median salary % change year-on-year -9.09% -2.22%  
90% offered a salary of more than £41,000 £44,000 £48,250
10% offered a salary of more than £80,000 £75,000 £70,000
UK excluding London median salary £45,000 £50,000 £51,250
% change year-on-year -10.00% -2.43%  

Graphite is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

Systems Management Skills
UK
Permanent job vacancies with a requirement for systems management skills 6918 8255 7831
As % of all permanent IT job vacancies advertised in the UK 8.26% 8.05% 7.44%
Number of salaries quoted 5623 6649 6211
Median salary £55,000 £50,000 £48,000
Median salary % change year-on-year +10.00% +4.16%  
90% offered a salary of more than £35,000 £32,500 £31,250
10% offered a salary of more than £76,500 £70,000 £70,000
UK excluding London median salary £47,500 £44,000 £42,500
% change year-on-year +7.95% +3.52%  

Graphite
Job Vacancy Trend

The job posting trend of jobs advertised citing Graphite as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

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

Salary trend for Graphite in the UK

Graphite
Salary Histogram

The salary distribution of IT jobs citing Graphite over the 3 months to 23 March 2017.

Salary histogram for Graphite in the UK

Graphite
Top 22 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the UK over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +93 95 £50,000 -9.09% 14
London +97 66 £52,500 -19.23% 7
East of England - 13 £51,250 - 1
Hertfordshire - 12 £51,250 - 1
St Albans - 12 £51,250 - 1
South East +69 7 £45,000 -20.00%
Berkshire +33 7 £45,000 -20.00%
North West -12 6 £35,000 -44.00% 1
Manchester -20 6 £35,000 -44.00% 1
Stockport - 5 £35,000 -
Maidenhead - 4 £42,500 -
City of London +45 3 £57,500 -38.66% 3
Reading +38 3 £50,000 -11.11%
West Midlands +33 2 £45,000 -28.00%
Worcestershire - 2 £45,000 -
Ruislip - 2 £37,500 -
Worcester - 2 £45,000 -
South West +22 1 £75,000 +76.47% 2
Gloucestershire - 1 £75,000 -
Cambridge - 1 - -
Gloucester - 1 £75,000 -
Cambridgeshire - 1 - -

Graphite
Top 30 Related IT Skills

For the 6 months to 23 March 2017, IT jobs citing Graphite also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Graphite.

1 163 (67.92%) DevOps
2 154 (64.17%) Puppet
3 142 (59.17%) Amazon AWS
4 139 (57.92%) Linux
5 137 (57.08%) Jenkins
5 137 (57.08%) Opscode Chef
6 130 (54.17%) Ansible
6 130 (54.17%) Python
7 128 (53.33%) Docker
8 127 (52.92%) Nagios
9 124 (51.67%) Git (software)
10 96 (40.00%) Continuous Integration
11 95 (39.58%) Microsoft Azure
11 95 (39.58%) Configuration Management
12 89 (37.08%) Elasticsearch
12 89 (37.08%) Bash Shell
13 88 (36.67%) Vagrant
14 86 (35.83%) Continuous Delivery
14 86 (35.83%) Unix
15 85 (35.42%) AppDynamics
16 82 (34.17%) JIRA
17 81 (33.75%) Atlassian Bamboo
18 79 (32.92%) Windows
18 79 (32.92%) Google
18 79 (32.92%) Grafana
19 78 (32.50%) Subversion
20 75 (31.25%) Selenium
21 74 (30.83%) Team Foundation Server
21 74 (30.83%) HP UFT
22 73 (30.42%) GoCD

Graphite
Top Related IT Skills 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 89 (37.08%) Elasticsearch
2 35 (14.58%) CMS
2 35 (14.58%) Umbraco
3 21 (8.75%) Apache
4 18 (7.50%) OpenStack
5 16 (6.67%) nginx
5 16 (6.67%) Tomcat
6 10 (4.17%) IIS
7 4 (1.67%) Cloud Foundry
7 4 (1.67%) CloudStack
7 4 (1.67%) WebLogic
8 2 (0.83%) Confluence
9 1 (0.42%) Apache Solr
9 1 (0.42%) Apache Spark
9 1 (0.42%) JBoss
9 1 (0.42%) MS Exchange
9 1 (0.42%) SAS
Applications
1 2 (0.83%) HipChat
2 1 (0.42%) MS Excel
2 1 (0.42%) SPSS
Business Applications
1 8 (3.33%) Remedy ITSM
2 2 (0.83%) SAP Oil and Gas
3 1 (0.42%) Kissmetrics
3 1 (0.42%) Magento
Cloud Services
1 142 (59.17%) Amazon AWS
2 95 (39.58%) Microsoft Azure
3 69 (28.75%) Google Cloud Platform
4 64 (26.67%) CloudBees
5 17 (7.08%) Slack
6 11 (4.58%) AWS CloudFormation
7 10 (4.17%) Amazon EC2
8 8 (3.33%) Amazon ELB
9 7 (2.92%) Cloud Computing
10 6 (2.50%) CloudFront
10 6 (2.50%) GitHub
10 6 (2.50%) SaaS
11 5 (2.08%) Datadog
11 5 (2.08%) Oracle CX
12 4 (1.67%) Amazon CloudWatch
12 4 (1.67%) Amazon S3
13 3 (1.25%) Amazon ElastiCache
13 3 (1.25%) Amazon SQS
13 3 (1.25%) Virtual Private Cloud
14 2 (0.83%) G Suite
Communications & Networking
1 23 (9.58%) Firewall
2 17 (7.08%) TCP/IP
3 10 (4.17%) SSH
4 7 (2.92%) Network Security
4 7 (2.92%) VLAN
5 5 (2.08%) DNS
5 5 (2.08%) Internet
6 4 (1.67%) HTTP
6 4 (1.67%) LDAP
6 4 (1.67%) VPN
7 2 (0.83%) SSL
8 1 (0.42%) HTTPS
8 1 (0.42%) IPv6
8 1 (0.42%) Kerberos
8 1 (0.42%) tcpdump
Database & Business Intelligence
1 58 (24.17%) Redis
2 21 (8.75%) MySQL
3 19 (7.92%) SQL Server
4 16 (6.67%) Hadoop
5 15 (6.25%) Apache Cassandra
6 13 (5.42%) InfluxDB
7 12 (5.00%) NoSQL
8 11 (4.58%) Big Data
8 11 (4.58%) MongoDB
9 8 (3.33%) PostgreSQL
10 7 (2.92%) Amazon RDS
10 7 (2.92%) HBase
10 7 (2.92%) OpenStack Swift
11 3 (1.25%) MariaDB
11 3 (1.25%) Oracle Database
11 3 (1.25%) Relational Database
12 2 (0.83%) SQL Server 2012
13 1 (0.42%) Amazon DynamoDB
13 1 (0.42%) Couchbase
13 1 (0.42%) Sqoop
Development Applications
1 137 (57.08%) Jenkins
2 124 (51.67%) Git (software)
3 88 (36.67%) Vagrant
4 82 (34.17%) JIRA
5 81 (33.75%) Atlassian Bamboo
6 78 (32.50%) Subversion
7 75 (31.25%) Selenium
8 74 (30.83%) HP UFT
8 74 (30.83%) Team Foundation Server
9 73 (30.42%) GoCD
10 65 (27.08%) Octopus Deploy
11 64 (26.67%) ClearCase
12 44 (18.33%) TeamCity
13 39 (16.25%) GitLab
14 33 (13.75%) Maven
15 20 (8.33%) CruiseControl
16 17 (7.08%) Hudson
17 16 (6.67%) AnthillPro
17 16 (6.67%) Travis CI
18 6 (2.50%) Gradle
General
1 10 (4.17%) Banking
1 10 (4.17%) Finance
2 7 (2.92%) Games
2 7 (2.92%) Retail
2 7 (2.92%) Telecoms
3 6 (2.50%) Marketing
4 3 (1.25%) French Language
4 3 (1.25%) German Language
5 2 (0.83%) Electronics
5 2 (0.83%) Manufacturing
5 2 (0.83%) Publishing
6 1 (0.42%) Advertising
6 1 (0.42%) Retail Banking
Job Titles
1 80 (33.33%) Consultant
2 50 (20.83%) Developer
3 49 (20.42%) DevOps Consultant
4 46 (19.17%) DevOps Engineer
5 44 (18.33%) .NET Developer
6 30 (12.50%) Linux Engineer
7 25 (10.42%) C# .NET Developer
7 25 (10.42%) C# Developer
8 19 (7.92%) Senior Developer
9 17 (7.08%) IT Consultant
9 17 (7.08%) Senior DevOps
10 16 (6.67%) Automation Consultant
11 15 (6.25%) Architect
11 15 (6.25%) Senior .NET Developer
12 14 (5.83%) Applications Consultant
12 14 (5.83%) DevOps Architect
13 13 (5.42%) Systems Engineer
14 12 (5.00%) Linux/Unix DevOps
14 12 (5.00%) Senior Consultant
14 12 (5.00%) Senior DevOps Consultant
Libraries, Frameworks & Software Standards
1 72 (30.00%) Elastic Stack
2 61 (25.42%) RabbitMQ
3 51 (21.25%) .NET
4 44 (18.33%) AngularJS
5 43 (17.92%) PhoneGap
5 43 (17.92%) SignalR
6 41 (17.08%) ASP.NET
7 40 (16.67%) Sensu
8 38 (15.83%) ASP.NET MVC
9 35 (14.58%) WebSockets
10 26 (10.83%) Web Services
11 13 (5.42%) LAMP
12 6 (2.50%) LEMP Stack
13 5 (2.08%) HTML
13 5 (2.08%) Node.js
14 4 (1.67%) ASP.NET Web API
14 4 (1.67%) CSS
14 4 (1.67%) LAPP Stack
14 4 (1.67%) libvirt
15 3 (1.25%) Kafka
Miscellaneous
1 46 (19.17%) Analytical Skills
2 27 (11.25%) Computer Science
2 27 (11.25%) Data Centre
3 9 (3.75%) iPad
4 6 (2.50%) Cyberthreat
4 6 (2.50%) Fintech
4 6 (2.50%) Spread Betting
5 4 (1.67%) Client/Server
5 4 (1.67%) Public Cloud
6 3 (1.25%) Private Cloud
6 3 (1.25%) User Experience
7 1 (0.42%) Internet of Things
7 1 (0.42%) Linux Command Line
7 1 (0.42%) Management Information System
7 1 (0.42%) NHS
7 1 (0.42%) PKI
7 1 (0.42%) Smart Home
7 1 (0.42%) Virtual Team
7 1 (0.42%) Wiki
Operating Systems
1 139 (57.92%) Linux
2 86 (35.83%) Unix
3 79 (32.92%) Windows
4 64 (26.67%) CoreOS
5 21 (8.75%) CentOS
6 18 (7.50%) Debian
7 14 (5.83%) Ubuntu
8 12 (5.00%) Windows Server
9 8 (3.33%) VMS
10 7 (2.92%) Windows Server 2008
10 7 (2.92%) Windows Server 2012
11 5 (2.08%) Oracle Linux
12 4 (1.67%) SUSE
13 2 (0.83%) Solaris
14 1 (0.42%) Mesosphere
14 1 (0.42%) Red Hat Enterprise Linux
Processes & Methodologies
1 163 (67.92%) DevOps
2 96 (40.00%) Continuous Integration
3 95 (39.58%) Configuration Management
4 86 (35.83%) Continuous Delivery
5 69 (28.75%) SDLC
6 58 (24.17%) Continuous Deployment
7 49 (20.42%) Agile Software Development
8 45 (18.75%) High Availability
8 45 (18.75%) Software Engineering
9 38 (15.83%) Mathematics
9 38 (15.83%) MVC
10 35 (14.58%) Multithreading
11 26 (10.83%) E-Commerce
12 24 (10.00%) Scrum
13 19 (7.92%) Open Source
14 12 (5.00%) Web Development
15 11 (4.58%) OWASP
16 10 (4.17%) Auto-Scaling
16 10 (4.17%) Performance Tuning
17 8 (3.33%) Analytics
Programming Languages
1 130 (54.17%) Python
2 89 (37.08%) Bash Shell
3 70 (29.17%) PowerShell
4 58 (24.17%) Java
5 56 (23.33%) C#
6 54 (22.50%) Ruby
7 46 (19.17%) SQL
8 37 (15.42%) TypeScript
9 23 (9.58%) Groovy
10 20 (8.33%) Perl
11 15 (6.25%) PHP
12 10 (4.17%) JavaScript
13 8 (3.33%) Shell Script
14 3 (1.25%) C
14 3 (1.25%) Go
14 3 (1.25%) Jython
14 3 (1.25%) Scala
15 2 (0.83%) Erlang
16 1 (0.42%) F#
16 1 (0.42%) Korn
Qualifications
1 56 (23.33%) Degree
2 5 (2.08%) CISSP
3 3 (1.25%) MCP
3 3 (1.25%) MCSE
3 3 (1.25%) Microsoft Certification
4 2 (0.83%) CEH
4 2 (0.83%) GCIA
5 1 (0.42%) ITIL Certification
Quality Assurance & Compliance
1 5 (2.08%) GCP
2 2 (0.83%) QA
3 1 (0.42%) GDPR
System Software
1 128 (53.33%) Docker
2 23 (9.58%) VMware Infrastructure
3 12 (5.00%) KVM
4 10 (4.17%) OpenSSH
4 10 (4.17%) Varnish
4 10 (4.17%) Xen
5 9 (3.75%) Active Directory
5 9 (3.75%) Virtual Machines
6 3 (1.25%) VirtualBox
7 2 (0.83%) HDFS
7 2 (0.83%) LXC
7 2 (0.83%) VMware ESXi
8 1 (0.42%) Ceph
8 1 (0.42%) XenServer
Systems Management
1 154 (64.17%) Puppet
2 137 (57.08%) Opscode Chef
3 130 (54.17%) Ansible
4 127 (52.92%) Nagios
5 79 (32.92%) Grafana
6 63 (26.25%) Kubernetes
7 36 (15.00%) Kibana
8 33 (13.75%) logstash
9 18 (7.50%) ZABBIX
10 16 (6.67%) CA Service Virtualization
11 15 (6.25%) Salt
11 15 (6.25%) Terraform
12 14 (5.83%) HAProxy
13 13 (5.42%) Nmap
13 13 (5.42%) Riemann
14 12 (5.00%) collectd
15 11 (4.58%) Mesos
16 10 (4.17%) Packer
17 9 (3.75%) Graylog
17 9 (3.75%) OpenNMS
Vendors
1 85 (35.42%) AppDynamics
2 79 (32.92%) Google
3 57 (23.75%) New Relic
4 50 (20.83%) Dynatrace
5 36 (15.00%) Oracle
6 26 (10.83%) VMware
7 24 (10.00%) CA
7 24 (10.00%) IBM
7 24 (10.00%) SaltStack
8 17 (7.08%) Splunk
9 14 (5.83%) Red Hat
10 9 (3.75%) HP
11 8 (3.33%) BMC
11 8 (3.33%) Remedy
11 8 (3.33%) ServiceNow
12 6 (2.50%) Atlassian
12 6 (2.50%) Cloudera
12 6 (2.50%) LogRhythm
13 5 (2.08%) Rackspace
13 5 (2.08%) Sun
Manchester, Lancashire
Burns Sheehan
Salary: £50000 - £70000 per annum + bonus and benefits
Posted: 2 days ago
London
Click
Posted: Yesterday
St. Albans, Hertfordshire
Client Server
Salary: £40k to £55k + benefits
Posted: 16 hours ago
City, London
Harrington Starr
Salary: £70000 - £90000 per annum
Posted: 4 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £65,000 per annum Bonus + Bens
Posted: 5 days ago
Hayes, Middlesex
Rackspace
Salary: From £65,000 to £90,000 per annum Competitive + Bonus + Benefits + On
Posted: 7 days ago
Leeds
Sky Betting & Gaming
Posted: 9 days ago
Bournemouth, Dorset
JP Morgan
Posted: 6 days ago
Bournemouth, Dorset
JP Morgan
Posted: 6 days ago
Sheffield
Sky Betting & Gaming
Salary: excellent benefits and bonus!
Posted: 19 days ago
Sheffield
Sky Betting & Gaming
Salary: excellent benefits and bonus!
Posted: 19 days ago