Period
to 23 May 2018

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 6 months to 23 May 2018 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 1026 971 1090
Rank change year-on-year -55 +119 +5
Permanent jobs citing Graphite 157 196 181
As % of all permanent IT jobs advertised in the UK 0.091% 0.12% 0.090%
As % of the Systems Management category 0.91% 1.32% 1.05%
Number of salaries quoted 102 173 148
UK median annual salary £52,500 £52,500 £57,500
Median salary % change year-on-year - -8.70% +4.55%
10th Percentile £32,625 £33,750 £38,500
90th Percentile £80,000 £81,000 £85,000
UK excluding London median annual salary £45,000 £47,500 £50,000
% change year-on-year -5.26% -5.00% +5.26%

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

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 17,227 14,827 17,314
As % of all permanent IT jobs advertised in the UK 10.02% 8.76% 8.63%
Number of salaries quoted 13,611 11,969 14,033
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,500 £30,500 £30,000
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Graphite
Job Vacancy Trend

Job postings citing Graphite as a percentage of all IT jobs advertised.

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 6 months to 23 May 2018.

Salary histogram for Graphite in the UK

Graphite
Top 12 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 6 months to 23 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -47 149 £55,000 +4.76% 21
UK excluding London -9 89 £45,000 -5.26% 12
London -71 65 £62,500 +13.64% 11
North of England +20 31 £57,500 +64.29% 2
East of England -12 28 £37,500 -25.00% 4
Midlands +31 16 £45,000 -
West Midlands +27 16 £45,000 -
North West +14 16 £38,250 +9.29% 2
Yorkshire +40 14 £60,000 +50.00%
Scotland - 8 £35,000 - 2
South East -30 6 £55,000 -4.35% 4
North East - 1 £37,500 -

For the 6 months to 23 May 2018, IT jobs citing Graphite 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 with a requirement for Graphite.

1 108 (68.79%) Linux
2 106 (67.52%) Python
3 104 (66.24%) Amazon AWS
4 102 (64.97%) Docker
5 101 (64.33%) DevOps
6 87 (55.41%) Ansible
7 81 (51.59%) Jenkins
8 79 (50.32%) Nagios
9 77 (49.04%) Continuous Integration
10 69 (43.95%) Opscode Chef
10 69 (43.95%) Bash Shell
11 67 (42.68%) Microsoft Azure
12 60 (38.22%) Puppet
12 60 (38.22%) Grafana
13 59 (37.58%) Agile Software Development
14 58 (36.94%) Java
15 55 (35.03%) Git (software)
16 53 (33.76%) Elasticsearch
16 53 (33.76%) Vagrant
16 53 (33.76%) Configuration Management
17 50 (31.85%) Windows
17 50 (31.85%) Atlassian Bamboo
17 50 (31.85%) Continuous Delivery
18 45 (28.66%) Kubernetes
18 45 (28.66%) Unix
19 44 (28.03%) Ruby
19 44 (28.03%) GoCD
20 42 (26.75%) Subversion
21 41 (26.11%) Firewall
22 36 (22.93%) High Availability

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 53 (33.76%) Elasticsearch
2 18 (11.46%) Apache
3 16 (10.19%) nginx
4 6 (3.82%) IIS
4 6 (3.82%) OpenStack
5 5 (3.18%) Cloud Foundry
5 5 (3.18%) CloudStack
6 2 (1.27%) Apache Spark
6 2 (1.27%) Jetty
6 2 (1.27%) Tomcat
7 1 (0.64%) CMS
Cloud Services
1 104 (66.24%) Amazon AWS
2 67 (42.68%) Microsoft Azure
3 33 (21.02%) Google Cloud Platform
4 23 (14.65%) CloudBees
5 19 (12.10%) IaaS
6 16 (10.19%) Amazon EC2
7 15 (9.55%) Amazon CloudWatch
7 15 (9.55%) AWS CloudFormation
8 14 (8.92%) AWS Lambda
8 14 (8.92%) Serverless
9 13 (8.28%) CloudFront
9 13 (8.28%) SaaS
10 8 (5.10%) Cloud Computing
11 5 (3.18%) Amazon Kinesis
11 5 (3.18%) Fastly
11 5 (3.18%) GitHub
11 5 (3.18%) Heroku
12 3 (1.91%) PaaS
13 2 (1.27%) Amazon EMR
14 1 (0.64%) Linode
Communications & Networking
1 41 (26.11%) Firewall
2 22 (14.01%) VPN
3 8 (5.10%) TCP/IP
4 6 (3.82%) DNS
5 5 (3.18%) VLAN
6 4 (2.55%) DHCP
7 3 (1.91%) Software-Defined Networking
7 3 (1.91%) Wireless
8 2 (1.27%) HTTP
8 2 (1.27%) Internet
9 1 (0.64%) AMQP
9 1 (0.64%) BGP
9 1 (0.64%) Ethernet
9 1 (0.64%) IPsec
9 1 (0.64%) LAN
9 1 (0.64%) Reverse Proxy
9 1 (0.64%) SMS
9 1 (0.64%) SMTP
9 1 (0.64%) SNMP
9 1 (0.64%) SSH
Database & Business Intelligence
1 29 (18.47%) MongoDB
2 27 (17.20%) Redis
3 13 (8.28%) Amazon RDS
3 13 (8.28%) SQL Server
4 12 (7.64%) PostgreSQL
5 10 (6.37%) Oracle Database
6 7 (4.46%) Amazon DynamoDB
6 7 (4.46%) Apache Cassandra
6 7 (4.46%) Hadoop
6 7 (4.46%) MySQL
7 5 (3.18%) MariaDB
7 5 (3.18%) Neo4j
8 4 (2.55%) Data Warehouse
9 2 (1.27%) Amazon Redshift
9 2 (1.27%) Big Data
9 2 (1.27%) Couchbase
9 2 (1.27%) InfluxDB
9 2 (1.27%) OpenTSDB
9 2 (1.27%) Parquet
10 1 (0.64%) TokuMX
Development Applications
1 81 (51.59%) Jenkins
2 55 (35.03%) Git (software)
3 53 (33.76%) Vagrant
4 50 (31.85%) Atlassian Bamboo
5 44 (28.03%) GoCD
6 42 (26.75%) Subversion
7 32 (20.38%) TeamCity
8 25 (15.92%) Selenium
8 25 (15.92%) Travis CI
9 24 (15.29%) Team Foundation Server
10 23 (14.65%) ClearCase
10 23 (14.65%) HP UFT
10 23 (14.65%) JIRA
10 23 (14.65%) Octopus Deploy
11 20 (12.74%) Hudson
12 16 (10.19%) Sonatype Nexus
13 10 (6.37%) Maven
14 9 (5.73%) GitLab
15 8 (5.10%) Artifactory
16 7 (4.46%) webpack
General
1 19 (12.10%) Finance
2 8 (5.10%) Games
3 1 (0.64%) Retail
Job Titles
1 55 (35.03%) DevOps Engineer
2 31 (19.75%) Consultant
2 31 (19.75%) IT Consultant
3 27 (17.20%) Developer
4 23 (14.65%) Automation Consultant
4 23 (14.65%) Linux Engineer
5 14 (8.92%) .NET Developer
5 14 (8.92%) Junior
5 14 (8.92%) Junior Developer
6 12 (7.64%) AWS Engineer
7 11 (7.01%) Infrastructure Engineer
7 11 (7.01%) Support Engineer
8 10 (6.37%) Applications Support
8 10 (6.37%) Cloud Engineer
9 9 (5.73%) Junior .NET Developer
9 9 (5.73%) Linux Support
10 8 (5.10%) IT Engineer
10 8 (5.10%) Linux Consultant
11 7 (4.46%) C# Developer
11 7 (4.46%) Cloud Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 30 (19.11%) Elastic Stack
2 29 (18.47%) RabbitMQ
3 27 (17.20%) .NET
4 19 (12.10%) HTML
4 19 (12.10%) Node.js
5 18 (11.46%) CSS
6 17 (10.83%) AngularJS
7 14 (8.92%) Web Services
8 8 (5.10%) LAPP Stack
9 7 (4.46%) Sensu
10 6 (3.82%) LEMP Stack
10 6 (3.82%) React
10 6 (3.82%) REST
11 5 (3.18%) GraphQL
11 5 (3.18%) Handlebars
11 5 (3.18%) LAMP
11 5 (3.18%) Sass
11 5 (3.18%) VCL
12 4 (2.55%) Preactjs
12 4 (2.55%) Spring
Miscellaneous
1 22 (14.01%) Analytical Skills
2 20 (12.74%) Distributed Denial-of-Service
3 15 (9.55%) Data Centre
4 10 (6.37%) Computer Science
5 7 (4.46%) Public Cloud
6 6 (3.82%) User Experience
7 5 (3.18%) Algorithms
7 5 (3.18%) GPGPU
7 5 (3.18%) Private Cloud
8 4 (2.55%) Spread Betting
9 2 (1.27%) Xbox
10 1 (0.64%) Fintech
10 1 (0.64%) Virtual Team
10 1 (0.64%) Wiki
Operating Systems
1 108 (68.79%) Linux
2 50 (31.85%) Windows
3 45 (28.66%) Unix
4 23 (14.65%) CoreOS
5 17 (10.83%) Red Hat Enterprise Linux
6 7 (4.46%) Windows Server
7 5 (3.18%) Android
7 5 (3.18%) Apple iOS
7 5 (3.18%) Mac OS
7 5 (3.18%) Mac OS X
7 5 (3.18%) Solaris
8 4 (2.55%) CentOS
9 3 (1.91%) Debian
10 2 (1.27%) Ubuntu
Processes & Methodologies
1 101 (64.33%) DevOps
2 77 (49.04%) Continuous Integration
3 59 (37.58%) Agile Software Development
4 53 (33.76%) Configuration Management
5 50 (31.85%) Continuous Delivery
6 36 (22.93%) High Availability
7 31 (19.75%) Load Balancing
8 27 (17.20%) Process Improvement
9 26 (16.56%) Open Source
10 24 (15.29%) SDLC
11 22 (14.01%) Problem-Solving
12 20 (12.74%) SIEM
13 17 (10.83%) Mathematics
13 17 (10.83%) Web Development
14 16 (10.19%) Software Engineering
15 14 (8.92%) Microservices
16 13 (8.28%) Mentoring
16 13 (8.28%) Virtual Environments
17 12 (7.64%) Decision-Making
17 12 (7.64%) Deployment Automation
Programming Languages
1 106 (67.52%) Python
2 69 (43.95%) Bash Shell
3 58 (36.94%) Java
4 44 (28.03%) Ruby
5 34 (21.66%) SQL
6 31 (19.75%) PowerShell
7 25 (15.92%) C#
7 25 (15.92%) Go
7 25 (15.92%) JavaScript
8 13 (8.28%) Jython
8 13 (8.28%) TypeScript
9 11 (7.01%) C++
9 11 (7.01%) PHP
10 10 (6.37%) Groovy
11 4 (2.55%) Scala
12 3 (1.91%) F#
12 3 (1.91%) Java 8
12 3 (1.91%) Perl
12 3 (1.91%) Shell Script
13 2 (1.27%) T-SQL
Qualifications
1 12 (7.64%) RHCE
1 12 (7.64%) RHCSA
2 11 (7.01%) Degree
3 10 (6.37%) Computer Science Degree
4 9 (5.73%) Master's Degree
5 5 (3.18%) CCNA
5 5 (3.18%) Cisco Certification
6 4 (2.55%) AWS Certification
Quality Assurance & Compliance
1 8 (5.10%) QA
2 5 (3.18%) GCP
System Software
1 102 (64.97%) Docker
2 19 (12.10%) Xen
3 18 (11.46%) VMware Infrastructure
4 16 (10.19%) Varnish
5 6 (3.82%) LXC
6 2 (1.27%) Apache Flume
6 2 (1.27%) HDFS
6 2 (1.27%) Hyper-V
6 2 (1.27%) NFS
7 1 (0.64%) Gluster
7 1 (0.64%) VMware Workstation
Systems Management
1 87 (55.41%) Ansible
2 79 (50.32%) Nagios
3 69 (43.95%) Opscode Chef
4 60 (38.22%) Grafana
4 60 (38.22%) Puppet
5 45 (28.66%) Kubernetes
6 34 (21.66%) Terraform
7 30 (19.11%) ZABBIX
8 29 (18.47%) Consul
9 28 (17.83%) Packer
10 27 (17.20%) logstash
11 25 (15.92%) HAProxy
12 24 (15.29%) Salt
13 23 (14.65%) Automic
14 22 (14.01%) Kibana
15 21 (13.38%) Docker Swarm
16 20 (12.74%) Graylog
16 20 (12.74%) Opsview
17 13 (8.28%) Icinga
18 9 (5.73%) Prometheus
Vendors
1 30 (19.11%) Google
2 29 (18.47%) VMware
3 23 (14.65%) AppDynamics
3 23 (14.65%) XebiaLabs
4 20 (12.74%) Splunk
5 15 (9.55%) Microsoft
6 14 (8.92%) Red Hat
7 11 (7.01%) Capita
7 11 (7.01%) Oracle
8 6 (3.82%) New Relic
9 5 (3.18%) Cisco
9 5 (3.18%) SaltStack
10 3 (1.91%) CheckPoint
10 3 (1.91%) SolarWinds
11 2 (1.27%) Citrix
11 2 (1.27%) F5
12 1 (0.64%) Dell
12 1 (0.64%) Dynatrace
12 1 (0.64%) HP