Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Redis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Redis over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Redis
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 402 449 515
Rank change year-on-year +47 +66 +152
Permanent jobs citing Redis 1363 1248 1157
As % of all permanent IT jobs advertised in the UK 0.76% 0.67% 0.53%
As % of the Database & Business Intelligence category 2.51% 2.25% 1.68%
Number of salaries quoted 1112 1134 981
UK median annual salary £57,500 £60,000 £55,000
Median salary % change year-on-year -4.17% +9.09% -
10th Percentile £33,750 £37,500 £35,000
90th Percentile £82,500 £82,500 £80,000
UK excluding London median annual salary £49,000 £50,000 £45,000
% change year-on-year -2.00% +11.11% -

Redis is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54401 55452 68917
As % of all permanent IT jobs advertised in the UK 30.26% 29.64% 31.51%
Number of salaries quoted 44789 47398 58029
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Redis
Job Vacancy Trend

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

Job vacancy trend for Redis in the UK

Redis
Salary Trend

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

Salary trend for Redis in the UK

Redis
Salary Histogram

The salary distribution of IT jobs citing Redis over the 6 months to 20 November 2017.

Salary histogram for Redis in the UK

Redis
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Redis within the UK over the 6 months to 20 November 2017. 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 +41 1301 £57,500 -4.17% 60
London +1 744 £65,000 +4.00% 33
UK excluding London +82 598 £49,000 -2.00% 28
South East +62 235 £47,500 -5.00% 7
North of England +38 101 £50,000 +5.26% 11
East of England +30 95 £55,000 -8.33% 2
South West +6 66 £46,250 -15.91% 3
Midlands +11 59 £36,250 -19.44% 4
North West +10 54 £50,000 - 5
West Midlands +19 50 £35,000 -22.22% 2
Yorkshire +23 47 £55,000 +57.14% 6
Scotland +6 35 £42,500 - 1
East Midlands +14 9 £37,500 -20.21% 2
Wales - 5 £32,500 -
Northern Ireland - 2 £40,000 -

For the 6 months to 20 November 2017, IT jobs citing Redis 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 Redis.

1 674 (49.45%) Agile Software Development
2 632 (46.37%) JavaScript
3 571 (41.89%) NoSQL
4 530 (38.88%) Java
5 513 (37.64%) MongoDB
6 497 (36.46%) Amazon AWS
7 482 (35.36%) MySQL
8 474 (34.78%) Git (software)
9 447 (32.80%) Linux
10 425 (31.18%) Docker
11 395 (28.98%) Python
12 393 (28.83%) HTML
13 392 (28.76%) TDD
14 381 (27.95%) SQL
15 356 (26.12%) CSS
16 353 (25.90%) C#
17 350 (25.68%) Continuous Integration
18 346 (25.39%) DevOps
19 345 (25.31%) .NET
20 340 (24.94%) AngularJS
21 330 (24.21%) Elasticsearch
22 323 (23.70%) Node.js
23 290 (21.28%) Scrum
24 279 (20.47%) Microservices
25 274 (20.10%) Web Services
25 274 (20.10%) Software Engineering
26 273 (20.03%) RabbitMQ
27 270 (19.81%) Apache Cassandra
28 265 (19.44%) SQL Server
29 263 (19.30%) PHP

Redis
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
1 330 (24.21%) Elasticsearch
2 218 (15.99%) Apache
3 171 (12.55%) Tomcat
4 120 (8.80%) Apache Spark
5 112 (8.22%) JBoss
5 112 (8.22%) nginx
6 106 (7.78%) Apache Solr
7 85 (6.24%) OpenStack
8 76 (5.58%) Jetty
9 64 (4.70%) IIS
9 64 (4.70%) WebLogic
10 48 (3.52%) WebSphere
11 40 (2.93%) CMS
12 32 (2.35%) Cloud Foundry
13 27 (1.98%) CloudStack
14 25 (1.83%) NServiceBus
15 24 (1.76%) Umbraco
16 23 (1.69%) Confluence
17 17 (1.25%) WebSphere Application Server
18 10 (0.73%) Drupal
Applications
1 6 (0.44%) HipChat
2 1 (0.073%) Chatbot
2 1 (0.073%) Microsoft Office
2 1 (0.073%) Spreadsheet
Business Applications
1 14 (1.03%) Magento
2 5 (0.37%) Payment Gateway
3 2 (0.15%) Eloqua
3 2 (0.15%) Summit
4 1 (0.073%) Dynamics CRM
4 1 (0.073%) Oracle EBS
Cloud Services
1 497 (36.46%) Amazon AWS
2 263 (19.30%) Microsoft Azure
3 111 (8.14%) GitHub
4 101 (7.41%) SaaS
5 80 (5.87%) Google Cloud Platform
6 58 (4.26%) Amazon EC2
7 53 (3.89%) Heroku
8 40 (2.93%) Slack
9 33 (2.42%) Amazon ElastiCache
10 32 (2.35%) Cloud Computing
11 30 (2.20%) AWS CloudFormation
12 26 (1.91%) PaaS
13 23 (1.69%) Serverless
14 22 (1.61%) AWS Lambda
15 17 (1.25%) Amazon CloudWatch
16 16 (1.17%) DigitalOcean
16 16 (1.17%) Google Analytics
17 15 (1.10%) Amazon SQS
17 15 (1.10%) IaaS
18 14 (1.03%) Akamai
Communications & Networking
1 79 (5.80%) HTTP
2 71 (5.21%) Internet
3 61 (4.48%) TCP/IP
4 38 (2.79%) AMQP
4 38 (2.79%) Firewall
5 34 (2.49%) SMS
6 33 (2.42%) DNS
7 23 (1.69%) SSL
8 16 (1.17%) SMPP
9 13 (0.95%) VLAN
10 12 (0.88%) SMTP
11 11 (0.81%) Network Security
12 10 (0.73%) DHCP
12 10 (0.73%) VPN
13 7 (0.51%) IPsec
14 6 (0.44%) HTTPS
14 6 (0.44%) LDAP
15 4 (0.29%) SAN
16 3 (0.22%) BIG-IP
16 3 (0.22%) NAS
Database & Business Intelligence
1 571 (41.89%) NoSQL
2 513 (37.64%) MongoDB
3 482 (35.36%) MySQL
4 270 (19.81%) Apache Cassandra
5 265 (19.44%) SQL Server
6 262 (19.22%) PostgreSQL
7 212 (15.55%) Hadoop
8 184 (13.50%) Relational Database
9 146 (10.71%) Big Data
10 114 (8.36%) Riak
11 94 (6.90%) Neo4j
12 80 (5.87%) Couchbase
13 74 (5.43%) Amazon DynamoDB
14 46 (3.37%) RDBMS
15 37 (2.71%) HBase
16 29 (2.13%) MariaDB
17 26 (1.91%) Apache Hive
17 26 (1.91%) CouchDB
17 26 (1.91%) SQL Server 2014
18 25 (1.83%) Amazon RDS
Development Applications
1 474 (34.78%) Git (software)
2 219 (16.07%) Jenkins
3 173 (12.69%) Maven
4 145 (10.64%) Subversion
5 119 (8.73%) TeamCity
6 118 (8.66%) JUnit
7 116 (8.51%) JIRA
8 107 (7.85%) Selenium
9 86 (6.31%) Vagrant
10 84 (6.16%) Grunt
11 72 (5.28%) Cucumber
12 70 (5.14%) gulp
13 64 (4.70%) jMock
14 56 (4.11%) webpack
15 54 (3.96%) NUnit
16 52 (3.82%) Mercurial
17 50 (3.67%) Atlassian Bamboo
18 48 (3.52%) Ant
18 48 (3.52%) Eclipse
18 48 (3.52%) PHPUnit
General
1 212 (15.55%) Finance
2 101 (7.41%) Banking
3 87 (6.38%) Retail
4 83 (6.09%) Games
5 79 (5.80%) Marketing
6 44 (3.23%) Investment Banking
7 43 (3.15%) Retail Banking
8 34 (2.49%) Billing
9 24 (1.76%) Back Office
9 24 (1.76%) Telecoms
10 21 (1.54%) Manufacturing
10 21 (1.54%) Publishing
11 19 (1.39%) Advertising
12 16 (1.17%) Electronics
13 13 (0.95%) Law
14 5 (0.37%) Automotive
14 5 (0.37%) Music Industry
15 3 (0.22%) Legal
15 3 (0.22%) Mandarin Language
16 2 (0.15%) Front Office
Job Titles
1 846 (62.07%) Developer
2 246 (18.05%) Java Developer
3 238 (17.46%) Senior Developer
4 176 (12.91%) .NET Developer
5 152 (11.15%) DevOps Engineer
6 118 (8.66%) C# Developer
7 94 (6.90%) Full Stack Developer
8 83 (6.09%) Software Developer
9 82 (6.02%) Senior Java Developer
10 77 (5.65%) Software Engineer
11 74 (5.43%) PHP Developer
12 67 (4.92%) JavaScript Developer
13 65 (4.77%) C# .NET Developer
14 58 (4.26%) Java Software Developer
15 55 (4.04%) Python Developer
16 52 (3.82%) Architect
17 50 (3.67%) AWS Engineer
17 50 (3.67%) Lead Developer
17 50 (3.67%) Web Developer
18 47 (3.45%) AWS DevOps
Libraries, Frameworks & Software Standards
1 393 (28.83%) HTML
2 356 (26.12%) CSS
3 345 (25.31%) .NET
4 340 (24.94%) AngularJS
5 323 (23.70%) Node.js
6 274 (20.10%) Web Services
7 273 (20.03%) RabbitMQ
8 253 (18.56%) Spring
9 200 (14.67%) HTML5
10 196 (14.38%) RESTful
11 192 (14.09%) React
12 179 (13.13%) Hibernate
13 176 (12.91%) ASP.NET
14 174 (12.77%) REST
15 152 (11.15%) Kafka
16 127 (9.32%) jQuery
17 114 (8.36%) SOAP
18 111 (8.14%) ASP.NET MVC
19 107 (7.85%) ASP.NET Web API
20 99 (7.26%) LAMP
Miscellaneous
1 190 (13.94%) Computer Science
2 120 (8.80%) Greenfield Project
3 114 (8.36%) User Experience
4 85 (6.24%) Algorithms
5 79 (5.80%) Analytical Skills
6 77 (5.65%) Fintech
7 76 (5.58%) Data Structures
8 71 (5.21%) Linux Command Line
9 52 (3.82%) Mobile App
10 49 (3.60%) Enterprise Software
11 36 (2.64%) Data Centre
12 34 (2.49%) Clustering
13 28 (2.05%) Mobile Payment
14 27 (1.98%) BBC
15 19 (1.39%) Social Media
16 18 (1.32%) Private Cloud
17 15 (1.10%) Public Cloud
17 15 (1.10%) Wiki
18 14 (1.03%) Online Games
18 14 (1.03%) Social Network
Operating Systems
1 447 (32.80%) Linux
2 151 (11.08%) Windows
3 137 (10.05%) Unix
4 97 (7.12%) CentOS
5 62 (4.55%) Ubuntu
6 47 (3.45%) Debian
7 42 (3.08%) Android
7 42 (3.08%) Apple iOS
8 24 (1.76%) Red Hat Enterprise Linux
9 11 (0.81%) CoreOS
9 11 (0.81%) Windows Server
10 9 (0.66%) Windows Server 2012
11 8 (0.59%) FreeBSD
12 3 (0.22%) DC/OS
13 2 (0.15%) Windows Vista
14 1 (0.073%) Fedora
14 1 (0.073%) Mac OS
14 1 (0.073%) Mac OS X
14 1 (0.073%) Solaris
Processes & Methodologies
1 674 (49.45%) Agile Software Development
2 392 (28.76%) TDD
3 350 (25.68%) Continuous Integration
4 346 (25.39%) DevOps
5 290 (21.28%) Scrum
6 279 (20.47%) Microservices
7 274 (20.10%) Software Engineering
8 240 (17.61%) MVC
9 205 (15.04%) OO
10 202 (14.82%) BDD
11 177 (12.99%) E-Commerce
12 165 (12.11%) Kanban
13 162 (11.89%) Open Source
14 158 (11.59%) Multithreading
14 158 (11.59%) Web Development
15 131 (9.61%) Front End Development
16 128 (9.39%) Test Automation
17 111 (8.14%) SOA
18 104 (7.63%) Unit Testing
19 96 (7.04%) Configuration Management
Programming Languages
1 632 (46.37%) JavaScript
2 530 (38.88%) Java
3 395 (28.98%) Python
4 381 (27.95%) SQL
5 353 (25.90%) C#
6 263 (19.30%) PHP
7 216 (15.85%) Ruby
8 173 (12.69%) Bash Shell
9 159 (11.67%) Go
10 111 (8.14%) Scala
11 103 (7.56%) C++
12 82 (6.02%) ES6
13 81 (5.94%) TypeScript
14 70 (5.14%) Perl
15 66 (4.84%) PowerShell
16 57 (4.18%) Groovy
17 51 (3.74%) PHP 5
18 37 (2.71%) PHP 7
19 33 (2.42%) T-SQL
20 29 (2.13%) GraphQL
Qualifications
1 147 (10.79%) Degree
2 80 (5.87%) Computer Science Degree
3 28 (2.05%) Master's Degree
4 9 (0.66%) MCSE
4 9 (0.66%) Microsoft Certification
4 9 (0.66%) PhD
5 7 (0.51%) ITIL Certification
5 7 (0.51%) RHCE
6 4 (0.29%) Security Cleared
7 2 (0.15%) AWS Certification
7 2 (0.15%) DBS Check
8 1 (0.073%) ISEB
8 1 (0.073%) ISTQB
8 1 (0.073%) ISTQB Foundation Certification
8 1 (0.073%) OCMJD
8 1 (0.073%) Sun Certification
Quality Assurance & Compliance
1 156 (11.45%) QA
2 21 (1.54%) GCP
3 10 (0.73%) PCI DSS
4 8 (0.59%) ISO 9001
5 6 (0.44%) SLA
6 5 (0.37%) Web Application Security Consortium
System Software
1 425 (31.18%) Docker
2 36 (2.64%) Varnish
3 25 (1.83%) VMware Infrastructure
4 23 (1.69%) Active Directory
5 19 (1.39%) HDFS
6 18 (1.32%) vSphere
7 14 (1.03%) KVM
8 12 (0.88%) VirtualBox
9 11 (0.81%) Apache ZooKeeper
10 9 (0.66%) NFS
10 9 (0.66%) Virtual Machines
11 8 (0.59%) Apache Flume
11 8 (0.59%) Veritas Cluster Server
11 8 (0.59%) Xen
12 6 (0.44%) Hyper-V
13 4 (0.29%) vCloud
14 3 (0.22%) iptables
15 2 (0.15%) BitLocker
15 2 (0.15%) Corosync
15 2 (0.15%) VMware ESXi
Systems Management
1 204 (14.97%) Ansible
1 204 (14.97%) Puppet
2 181 (13.28%) Opscode Chef
3 143 (10.49%) Kubernetes
4 56 (4.11%) Terraform
5 50 (3.67%) HAProxy
6 40 (2.93%) logstash
7 37 (2.71%) Kibana
8 31 (2.27%) Graphite
9 30 (2.20%) Docker Swarm
9 30 (2.20%) Nagios
9 30 (2.20%) Salt
9 30 (2.20%) ZABBIX
10 27 (1.98%) Grafana
10 27 (1.98%) Mesos
11 22 (1.61%) Consul
12 19 (1.39%) Cobbler
13 13 (0.95%) Hadoop YARN
14 11 (0.81%) Marathon
15 10 (0.73%) Graylog
Vendors
1 129 (9.46%) Oracle
2 125 (9.17%) Microsoft
3 117 (8.58%) Google
4 80 (5.87%) Red Hat
5 45 (3.30%) IBM
5 45 (3.30%) Sybase
6 44 (3.23%) CA Agile Central
7 43 (3.15%) Perforce
8 36 (2.64%) New Relic
8 36 (2.64%) SaltStack
8 36 (2.64%) Zend
9 33 (2.42%) Splunk
10 31 (2.27%) VMware
11 24 (1.76%) Rackspace
12 20 (1.47%) TIBCO
13 17 (1.25%) SAP
14 14 (1.03%) Apple
14 14 (1.03%) Facebook
15 12 (0.88%) Atlassian
15 12 (0.88%) Cisco