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 28 March 2017 with a comparison to the same period in the previous 2 years.

Graphite
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 767 860 884
Rank change year-on-year +93 +24  
Permanent jobs citing Graphite 91 94 94
As % of all permanent IT jobs advertised in the UK 0.11% 0.090% 0.087%
As % of the Systems Management category 1.30% 1.12% 1.17%
Number of salaries quoted 82 79 63
Median salary £50,000 £55,000 £57,500
Median salary % change year-on-year -9.09% -4.34%  
90% offered a salary of more than £40,250 £44,000 £50,000
10% offered a salary of more than £80,000 £76,000 £69,500
UK excluding London median salary £45,000 £50,000 £52,500
% change year-on-year -10.00% -4.76%  

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 7017 8404 8048
As % of all permanent IT job vacancies advertised in the UK 8.23% 8.08% 7.45%
Number of salaries quoted 5696 6774 6405
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 £31,500
10% offered a salary of more than £77,500 £70,000 £71,500
UK excluding London median salary £47,500 £43,500 £42,500
% change year-on-year +9.19% +2.35%  

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 28 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 28 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 +103 91 £50,000 -9.09% 15
London +95 64 £52,500 -19.23% 5
East of England - 11 £51,250 - 1
Hertfordshire - 10 £51,250 - 1
St Albans - 10 £51,250 - 1
South East +55 7 £45,000 -20.00%
Berkshire +42 7 £45,000 -20.00%
North West -7 6 £35,000 -44.00%
Manchester -18 6 £35,000 -44.00%
Stockport - 5 £35,000 -
Maidenhead - 4 £42,500 -
Reading +32 3 £50,000 -11.11%
City of London +30 3 £57,500 -38.66% 3
West Midlands +41 2 £45,000 -28.00%
Worcestershire - 2 £45,000 -
Ruislip - 2 £37,500 -
Worcester - 2 £45,000 -
South West +28 1 £75,000 +76.47% 5
Gloucestershire - 1 £75,000 -
Cambridge - 1 - -
Gloucester - 1 £75,000 -
Cambridgeshire - 1 - -

For the 6 months to 28 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.

1 161 (68.80%) DevOps
2 151 (64.53%) Puppet
3 140 (59.83%) Amazon AWS
4 136 (58.12%) Linux
4 136 (58.12%) Opscode Chef
5 134 (57.26%) Jenkins
6 130 (55.56%) Python
7 129 (55.13%) Ansible
8 127 (54.27%) Nagios
9 125 (53.42%) Docker
10 124 (52.99%) Git (software)
11 96 (41.03%) Microsoft Azure
11 96 (41.03%) Continuous Integration
12 93 (39.74%) Configuration Management
13 90 (38.46%) Bash Shell
14 87 (37.18%) Elasticsearch
15 86 (36.75%) Vagrant
15 86 (36.75%) Continuous Delivery
16 85 (36.32%) Unix
17 84 (35.90%) AppDynamics
18 82 (35.04%) JIRA
19 81 (34.62%) Atlassian Bamboo
20 80 (34.19%) Google
21 79 (33.76%) Subversion
22 78 (33.33%) Windows
23 75 (32.05%) Selenium
24 74 (31.62%) Team Foundation Server
24 74 (31.62%) HP UFT
24 74 (31.62%) GoCD
25 73 (31.20%) Grafana

Graphite
Co-occurring 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 87 (37.18%) Elasticsearch
2 34 (14.53%) CMS
2 34 (14.53%) Umbraco
3 20 (8.55%) Apache
4 17 (7.26%) OpenStack
5 15 (6.41%) Tomcat
6 14 (5.98%) nginx
7 9 (3.85%) IIS
8 4 (1.71%) Cloud Foundry
8 4 (1.71%) CloudStack
8 4 (1.71%) WebLogic
9 3 (1.28%) Confluence
10 1 (0.43%) Apache Solr
10 1 (0.43%) Apache Spark
10 1 (0.43%) MS Exchange
10 1 (0.43%) SAS
Applications
1 2 (0.85%) HipChat
2 1 (0.43%) MS Excel
2 1 (0.43%) SPSS
Business Applications
1 8 (3.42%) Remedy ITSM
2 2 (0.85%) SAP Oil and Gas
3 1 (0.43%) Kissmetrics
3 1 (0.43%) Magento
Cloud Services
1 140 (59.83%) Amazon AWS
2 96 (41.03%) Microsoft Azure
3 70 (29.91%) Google Cloud Platform
4 65 (27.78%) CloudBees
5 14 (5.98%) Slack
6 11 (4.70%) AWS CloudFormation
7 10 (4.27%) Amazon EC2
8 8 (3.42%) Amazon ELB
9 7 (2.99%) Cloud Computing
10 6 (2.56%) CloudFront
10 6 (2.56%) SaaS
11 5 (2.14%) Datadog
11 5 (2.14%) Oracle CX
12 4 (1.71%) Amazon CloudWatch
12 4 (1.71%) Amazon S3
12 4 (1.71%) GitHub
13 3 (1.28%) Amazon ElastiCache
13 3 (1.28%) Amazon SQS
13 3 (1.28%) Virtual Private Cloud
14 2 (0.85%) Stackdriver
Communications & Networking
1 23 (9.83%) Firewall
2 17 (7.26%) TCP/IP
3 10 (4.27%) SSH
4 7 (2.99%) Network Security
4 7 (2.99%) VLAN
5 5 (2.14%) DNS
6 4 (1.71%) HTTP
6 4 (1.71%) Internet
6 4 (1.71%) LDAP
6 4 (1.71%) VPN
7 2 (0.85%) SSL
8 1 (0.43%) HTTPS
8 1 (0.43%) IPv6
8 1 (0.43%) Kerberos
8 1 (0.43%) tcpdump
Database & Business Intelligence
1 54 (23.08%) Redis
2 22 (9.40%) MySQL
3 19 (8.12%) SQL Server
4 16 (6.84%) Hadoop
5 15 (6.41%) Apache Cassandra
6 13 (5.56%) InfluxDB
7 12 (5.13%) NoSQL
8 11 (4.70%) Big Data
8 11 (4.70%) MongoDB
9 9 (3.85%) PostgreSQL
10 7 (2.99%) Amazon RDS
10 7 (2.99%) HBase
11 6 (2.56%) OpenStack Swift
12 3 (1.28%) MariaDB
12 3 (1.28%) Oracle Database
12 3 (1.28%) Relational Database
13 2 (0.85%) SQL Server 2012
14 1 (0.43%) Amazon DynamoDB
14 1 (0.43%) Couchbase
14 1 (0.43%) Sqoop
Development Applications
1 134 (57.26%) Jenkins
2 124 (52.99%) Git (software)
3 86 (36.75%) Vagrant
4 82 (35.04%) JIRA
5 81 (34.62%) Atlassian Bamboo
6 79 (33.76%) Subversion
7 75 (32.05%) Selenium
8 74 (31.62%) GoCD
8 74 (31.62%) HP UFT
8 74 (31.62%) Team Foundation Server
9 66 (28.21%) Octopus Deploy
10 65 (27.78%) ClearCase
11 44 (18.80%) TeamCity
12 40 (17.09%) GitLab
13 33 (14.10%) Maven
14 20 (8.55%) CruiseControl
15 17 (7.26%) Hudson
16 16 (6.84%) AnthillPro
16 16 (6.84%) Travis CI
17 6 (2.56%) Gradle
General
1 9 (3.85%) Banking
1 9 (3.85%) Finance
2 7 (2.99%) Games
2 7 (2.99%) Telecoms
3 6 (2.56%) Marketing
3 6 (2.56%) Retail
4 3 (1.28%) French Language
4 3 (1.28%) German Language
5 2 (0.85%) Electronics
5 2 (0.85%) Manufacturing
5 2 (0.85%) Publishing
6 1 (0.43%) Advertising
Job Titles
1 80 (34.19%) Consultant
2 49 (20.94%) DevOps Consultant
3 48 (20.51%) Developer
4 46 (19.66%) DevOps Engineer
5 42 (17.95%) .NET Developer
6 30 (12.82%) Linux Engineer
7 23 (9.83%) C# .NET Developer
7 23 (9.83%) C# Developer
8 18 (7.69%) Senior Developer
9 17 (7.26%) IT Consultant
9 17 (7.26%) Senior DevOps
10 16 (6.84%) Automation Consultant
11 15 (6.41%) Architect
12 14 (5.98%) Applications Consultant
12 14 (5.98%) DevOps Architect
12 14 (5.98%) Senior .NET Developer
13 12 (5.13%) Linux/Unix DevOps
13 12 (5.13%) Senior Consultant
13 12 (5.13%) Senior DevOps Consultant
13 12 (5.13%) Systems Engineer
Libraries, Frameworks & Software Standards
1 71 (30.34%) Elastic Stack
2 57 (24.36%) RabbitMQ
3 48 (20.51%) .NET
4 42 (17.95%) AngularJS
5 41 (17.52%) PhoneGap
5 41 (17.52%) SignalR
6 40 (17.09%) ASP.NET
7 39 (16.67%) Sensu
8 37 (15.81%) ASP.NET MVC
9 34 (14.53%) WebSockets
10 25 (10.68%) Web Services
11 13 (5.56%) LAMP
12 6 (2.56%) LEMP Stack
13 5 (2.14%) HTML
13 5 (2.14%) Node.js
14 4 (1.71%) ASP.NET Web API
14 4 (1.71%) CSS
14 4 (1.71%) LAPP Stack
14 4 (1.71%) libvirt
15 3 (1.28%) Regular Expression
Miscellaneous
1 45 (19.23%) Analytical Skills
2 27 (11.54%) Data Centre
3 26 (11.11%) Computer Science
4 9 (3.85%) iPad
5 6 (2.56%) Cyberthreat
5 6 (2.56%) Fintech
6 5 (2.14%) Spread Betting
7 4 (1.71%) Client/Server
7 4 (1.71%) Public Cloud
8 3 (1.28%) Private Cloud
8 3 (1.28%) User Experience
9 1 (0.43%) Internet of Things
9 1 (0.43%) Linux Command Line
9 1 (0.43%) Management Information System
9 1 (0.43%) NHS
9 1 (0.43%) PKI
9 1 (0.43%) Smart Home
9 1 (0.43%) Wiki
Operating Systems
1 136 (58.12%) Linux
2 85 (36.32%) Unix
3 78 (33.33%) Windows
4 65 (27.78%) CoreOS
5 18 (7.69%) CentOS
6 17 (7.26%) Debian
7 14 (5.98%) Ubuntu
8 11 (4.70%) Windows Server
9 8 (3.42%) VMS
10 6 (2.56%) Windows Server 2008
10 6 (2.56%) Windows Server 2012
11 5 (2.14%) Oracle Linux
12 4 (1.71%) SUSE
13 2 (0.85%) Solaris
14 1 (0.43%) Mesosphere
14 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 161 (68.80%) DevOps
2 96 (41.03%) Continuous Integration
3 93 (39.74%) Configuration Management
4 86 (36.75%) Continuous Delivery
5 68 (29.06%) SDLC
6 55 (23.50%) Continuous Deployment
7 45 (19.23%) Agile Software Development
8 44 (18.80%) High Availability
9 43 (18.38%) Software Engineering
10 39 (16.67%) Mathematics
11 37 (15.81%) MVC
12 34 (14.53%) Multithreading
13 25 (10.68%) E-Commerce
14 24 (10.26%) Scrum
15 19 (8.12%) Open Source
16 12 (5.13%) Web Development
17 11 (4.70%) OWASP
18 10 (4.27%) Auto-Scaling
19 8 (3.42%) Performance Tuning
19 8 (3.42%) SIEM
Programming Languages
1 130 (55.56%) Python
2 90 (38.46%) Bash Shell
3 69 (29.49%) PowerShell
4 56 (23.93%) Java
5 54 (23.08%) Ruby
6 53 (22.65%) C#
7 44 (18.80%) SQL
8 36 (15.38%) TypeScript
9 23 (9.83%) Groovy
10 20 (8.55%) Perl
11 14 (5.98%) PHP
12 9 (3.85%) JavaScript
13 8 (3.42%) Shell Script
14 3 (1.28%) C
14 3 (1.28%) Go
14 3 (1.28%) Jython
14 3 (1.28%) Scala
15 2 (0.85%) Erlang
16 1 (0.43%) F#
16 1 (0.43%) Korn
Qualifications
1 56 (23.93%) Degree
2 5 (2.14%) CISSP
3 3 (1.28%) MCP
3 3 (1.28%) MCSE
3 3 (1.28%) Microsoft Certification
4 2 (0.85%) CEH
4 2 (0.85%) GCIA
5 1 (0.43%) ITIL Certification
Quality Assurance & Compliance
1 5 (2.14%) GCP
2 1 (0.43%) GDPR
2 1 (0.43%) QA
System Software
1 125 (53.42%) Docker
2 22 (9.40%) VMware Infrastructure
3 12 (5.13%) KVM
4 10 (4.27%) OpenSSH
4 10 (4.27%) Xen
5 9 (3.85%) Active Directory
5 9 (3.85%) Virtual Machines
6 8 (3.42%) Varnish
7 3 (1.28%) VirtualBox
8 2 (0.85%) HDFS
8 2 (0.85%) LXC
8 2 (0.85%) VMware ESXi
9 1 (0.43%) Ceph
9 1 (0.43%) NFS
9 1 (0.43%) XenServer
Systems Management
1 151 (64.53%) Puppet
2 136 (58.12%) Opscode Chef
3 129 (55.13%) Ansible
4 127 (54.27%) Nagios
5 73 (31.20%) Grafana
6 64 (27.35%) Kubernetes
7 36 (15.38%) Kibana
8 33 (14.10%) logstash
9 18 (7.69%) ZABBIX
10 16 (6.84%) CA Service Virtualization
11 15 (6.41%) Salt
12 13 (5.56%) Nmap
12 13 (5.56%) Riemann
12 13 (5.56%) Terraform
13 12 (5.13%) HAProxy
14 11 (4.70%) collectd
14 11 (4.70%) Mesos
15 9 (3.85%) Ganglia
15 9 (3.85%) Graylog
16 8 (3.42%) OpenNMS
Vendors
1 84 (35.90%) AppDynamics
2 80 (34.19%) Google
3 58 (24.79%) New Relic
4 50 (21.37%) Dynatrace
5 35 (14.96%) Oracle
6 25 (10.68%) SaltStack
6 25 (10.68%) VMware
7 24 (10.26%) CA
7 24 (10.26%) IBM
8 17 (7.26%) Splunk
9 13 (5.56%) Red Hat
10 9 (3.85%) HP
11 8 (3.42%) BMC
11 8 (3.42%) Remedy
11 8 (3.42%) ServiceNow
12 6 (2.56%) Cloudera
12 6 (2.56%) LogRhythm
13 5 (2.14%) Atlassian
13 5 (2.14%) Rackspace
13 5 (2.14%) Sun
Leeds
NHS Digital
Salary: £46,625 - £57,640 per year
Posted: 12 hours ago
Bristol, Avon
Sanderson
Salary: £30000 - £45000 per annum + Benefits
Posted: 13 hours ago
City, London
Burns Sheehan
Salary: £50000 - £55000 per annum + attractive benefits
Posted: Yesterday
City, London
Lebara
Salary: benefits package
Posted: 5 days ago
Bristol, Avon
Sanderson
Salary: £30000 - £45000 per annum + Benefits
Posted: 4 days ago
Bristol, Avon
Novate IT Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 5 days ago
St. Albans, Hertfordshire
Client Server
Salary: £40k to £55k + benefits
Posted: 6 days ago
Hayes, Middlesex
Rackspace
Salary: From £65,000 to £90,000 per annum Competitive + Bonus + Benefits + On
Posted: 13 days ago
Leeds
Sky Betting & Gaming
Posted: 15 days ago
Bournemouth, Dorset
JP Morgan
Posted: 12 days ago
Sheffield
Sky Betting & Gaming
Salary: excellent benefits and bonus!
Posted: 25 days ago
Bournemouth, Dorset
JP Morgan
Posted: 12 days ago
Sheffield
Sky Betting & Gaming
Salary: excellent benefits and bonus!
Posted: 25 days ago