Period
to 20 July 2018

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 July 2018 with a comparison to the same period in the previous 2 years.

Redis
UK
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 411 418 500
Rank change year-on-year +7 +82 +100
Permanent jobs citing Redis 1,293 1,342 1,156
As % of all permanent IT jobs advertised in the UK 0.74% 0.76% 0.57%
As % of the Database & Business Intelligence category 2.43% 2.47% 1.88%
Number of salaries quoted 1,102 1,106 1,075
UK median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £36,250 £37,500 £35,000
90th Percentile £90,000 £80,000 £80,000
UK excluding London median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +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 53,216 54,385 61,394
As % of all permanent IT jobs advertised in the UK 30.40% 30.67% 30.25%
Number of salaries quoted 43,399 45,600 52,313
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £81,250 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 July 2018.

Salary histogram for Redis in the UK

Redis
Top 16 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 July 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 -17 1,192 £61,250 +6.52% 182
London -23 717 £70,000 +12.00% 94
UK excluding London -7 518 £47,500 -5.00% 93
South East -10 166 £50,000 - 27
North of England +31 137 £50,000 - 26
South West +39 92 £42,500 -15.00% 8
North West +52 65 £50,000 - 10
Yorkshire +4 65 £42,500 -10.53% 15
East of England -56 41 £52,500 - 18
Midlands -20 37 £45,000 +12.50% 9
West Midlands +18 32 £48,750 +30.00% 5
Scotland -1 26 £45,000 -37.93% 3
Wales +21 16 £41,250 +26.92% 2
North East - 7 £55,000 - 1
East Midlands -9 5 £42,500 -15.00% 3
Northern Ireland -4 3 £52,500 +31.25%

For the 6 months to 20 July 2018, IT jobs citing Redis 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 Redis.

1 558 (43.16%) Git (software)
2 548 (42.38%) NoSQL
3 545 (42.15%) Agile Software Development
4 540 (41.76%) MySQL
5 535 (41.38%) Amazon AWS
6 513 (39.68%) JavaScript
7 502 (38.82%) Docker
8 492 (38.05%) Linux
9 485 (37.51%) Python
9 485 (37.51%) SQL
10 452 (34.96%) Java
11 440 (34.03%) PostgreSQL
12 414 (32.02%) Node.js
13 370 (28.62%) MongoDB
14 362 (28.00%) Microsoft Azure
15 361 (27.92%) TDD
16 354 (27.38%) HTML
17 337 (26.06%) Software Engineering
18 319 (24.67%) CSS
19 307 (23.74%) DevOps
20 298 (23.05%) Finance
21 289 (22.35%) AngularJS
22 286 (22.12%) C#
23 284 (21.96%) GitHub
24 263 (20.34%) Test Automation
25 260 (20.11%) Elasticsearch
26 250 (19.33%) PHP
27 247 (19.10%) Continuous Integration
27 247 (19.10%) Jenkins
28 237 (18.33%) Ruby

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
1 260 (20.11%) Elasticsearch
2 176 (13.61%) nginx
3 121 (9.36%) Apache
4 103 (7.97%) Ethereum
5 92 (7.12%) Apache Spark
6 89 (6.88%) Tomcat
7 65 (5.03%) Jetty
8 49 (3.79%) Apache Solr
9 47 (3.63%) JBoss
10 45 (3.48%) WebLogic
11 42 (3.25%) OpenStack
12 28 (2.17%) CMS
13 27 (2.09%) Confluence
14 23 (1.78%) IIS
15 19 (1.47%) Hyperledger
16 17 (1.31%) Drupal
17 16 (1.24%) WordPress
18 10 (0.77%) Apache Airflow
19 8 (0.62%) Cloud Foundry
19 8 (0.62%) WebSphere
Applications
1 8 (0.62%) Photoshop
2 7 (0.54%) GIMP
2 7 (0.54%) Microsoft Excel
3 4 (0.31%) Chatbot
4 3 (0.23%) InVision
5 1 (0.077%) Adobe Illustrator
Business Applications
1 81 (6.26%) Distributed Ledger
2 15 (1.16%) Magento
3 8 (0.62%) Salesforce.com CRM
4 4 (0.31%) Oracle Procure-to-Pay
5 3 (0.23%) Dynamics AX
5 3 (0.23%) Dynamics CRM
5 3 (0.23%) Dynamics NAV
5 3 (0.23%) Payment Gateway
6 1 (0.077%) Odoo
Cloud Services
1 535 (41.38%) Amazon AWS
2 362 (28.00%) Microsoft Azure
3 284 (21.96%) GitHub
4 151 (11.68%) Amazon EC2
5 137 (10.60%) Cloud Computing
6 127 (9.82%) Amazon S3
7 110 (8.51%) SaaS
8 89 (6.88%) Serverless
9 78 (6.03%) Google Cloud Platform
10 66 (5.10%) AWS Lambda
11 56 (4.33%) Amazon ElastiCache
12 52 (4.02%) Heroku
13 46 (3.56%) AWS CloudFormation
14 40 (3.09%) Amazon ELB
14 40 (3.09%) Slack
15 39 (3.02%) Route 53
16 33 (2.55%) IaaS
17 29 (2.24%) Trello
18 27 (2.09%) DigitalOcean
19 22 (1.70%) Virtual Private Cloud
Communications & Networking
1 110 (8.51%) HTTP
2 47 (3.63%) TCP/IP
3 40 (3.09%) Firewall
4 38 (2.94%) DNS
5 36 (2.78%) Internet
6 27 (2.09%) VPN
7 17 (1.31%) SMPP
8 11 (0.85%) SMS
8 11 (0.85%) SSL
9 9 (0.70%) SMTP
10 6 (0.46%) AMQP
10 6 (0.46%) Skype
11 5 (0.39%) DHCP
11 5 (0.39%) Intrusion Detection
12 4 (0.31%) FTP
13 3 (0.23%) SSH
14 2 (0.15%) Asterisk PBX
14 2 (0.15%) Extranet
14 2 (0.15%) HTTPS
14 2 (0.15%) OpenVPN
Database & Business Intelligence
1 548 (42.38%) NoSQL
2 540 (41.76%) MySQL
3 440 (34.03%) PostgreSQL
4 370 (28.62%) MongoDB
5 180 (13.92%) Blockchain
6 159 (12.30%) Apache Cassandra
6 159 (12.30%) Hadoop
7 149 (11.52%) SQL Server
8 115 (8.89%) Relational Database
9 109 (8.43%) Big Data
10 62 (4.80%) Amazon DynamoDB
11 61 (4.72%) Riak
12 55 (4.25%) Couchbase
13 53 (4.10%) Amazon RDS
14 50 (3.87%) HBase
15 37 (2.86%) RDBMS
16 34 (2.63%) Amazon Redshift
17 30 (2.32%) MariaDB
18 29 (2.24%) CouchDB
19 27 (2.09%) Cosmos DB
Development Applications
1 558 (43.16%) Git (software)
2 247 (19.10%) Jenkins
3 113 (8.74%) JIRA
4 85 (6.57%) Maven
5 82 (6.34%) Mocha
6 80 (6.19%) TeamCity
7 77 (5.96%) Vagrant
8 68 (5.26%) Octopus Deploy
8 68 (5.26%) Selenium
9 59 (4.56%) Gradle
10 56 (4.33%) JUnit
11 49 (3.79%) Cucumber
12 48 (3.71%) Subversion
12 48 (3.71%) webpack
13 42 (3.25%) Grunt
14 39 (3.02%) GoCD
15 30 (2.32%) gulp
16 27 (2.09%) CircleCI
17 26 (2.01%) FitNesse
18 25 (1.93%) PHPUnit
General
1 298 (23.05%) Finance
2 176 (13.61%) Banking
3 131 (10.13%) Telecoms
4 85 (6.57%) Retail
5 60 (4.64%) Games
6 35 (2.71%) Marketing
7 30 (2.32%) Advertising
8 19 (1.47%) Hindi Language
8 19 (1.47%) Punjabi Language
8 19 (1.47%) Urdu Language
9 18 (1.39%) Law
10 16 (1.24%) Investment Banking
11 14 (1.08%) Financial Institution
11 14 (1.08%) Front Office
12 11 (0.85%) Automotive
12 11 (0.85%) Publishing
13 10 (0.77%) Billing
14 9 (0.70%) Legal
15 2 (0.15%) Back Office
15 2 (0.15%) Manufacturing
Job Titles
1 823 (63.65%) Developer
2 254 (19.64%) Senior Developer
3 154 (11.91%) Java Developer
4 126 (9.74%) Software Engineer
5 115 (8.89%) DevOps Engineer
6 109 (8.43%) .NET Developer
7 106 (8.20%) Blockchain Developer
8 97 (7.50%) Software Developer
9 96 (7.42%) Node.js Developer
10 92 (7.12%) Python Developer
11 90 (6.96%) Backend Developer
12 88 (6.81%) JavaScript Developer
13 86 (6.65%) C# Developer
14 79 (6.11%) Full Stack Developer
15 62 (4.80%) PHP Developer
16 56 (4.33%) Java Engineer
17 54 (4.18%) C# .NET Developer
18 46 (3.56%) Junior
19 45 (3.48%) Senior Java Developer
20 42 (3.25%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 414 (32.02%) Node.js
2 354 (27.38%) HTML
3 319 (24.67%) CSS
4 289 (22.35%) AngularJS
5 235 (18.17%) .NET
6 221 (17.09%) RabbitMQ
7 188 (14.54%) Spring
8 181 (14.00%) Web Services
9 172 (13.30%) Kafka
9 172 (13.30%) React
10 169 (13.07%) REST
11 158 (12.22%) RESTful
12 139 (10.75%) HTML5
13 123 (9.51%) Smart Contracts
14 114 (8.82%) jQuery
15 107 (8.28%) CSS3
16 96 (7.42%) Ruby on Rails
17 95 (7.35%) Hibernate
18 88 (6.81%) Spring Boot
19 84 (6.50%) JSON
Miscellaneous
1 97 (7.50%) Bitcoin
2 96 (7.42%) Fintech
3 84 (6.50%) Computer Science
4 73 (5.65%) Analytical Skills
5 62 (4.80%) Greenfield Project
6 58 (4.49%) Mobile App
7 57 (4.41%) User Experience
8 53 (4.10%) Linux Command Line
9 46 (3.56%) Algorithms
10 37 (2.86%) Replication
11 34 (2.63%) Self-Motivation
12 30 (2.32%) Data Structures
13 26 (2.01%) Public Cloud
14 25 (1.93%) Private Cloud
15 23 (1.78%) Social Network
16 20 (1.55%) Clustering
17 14 (1.08%) Cyberthreat
18 13 (1.01%) Enterprise Software
18 13 (1.01%) Spread Betting
19 12 (0.93%) Data Centre
Operating Systems
1 492 (38.05%) Linux
2 94 (7.27%) Windows
3 74 (5.72%) Ubuntu
4 72 (5.57%) CentOS
5 65 (5.03%) VMS
6 40 (3.09%) Unix
7 27 (2.09%) Android
7 27 (2.09%) Red Hat Enterprise Linux
8 20 (1.55%) Debian
9 18 (1.39%) Apple iOS
10 17 (1.31%) Amazon Linux
11 14 (1.08%) Windows Server
12 7 (0.54%) CoreOS
13 5 (0.39%) Windows Server 2008
14 3 (0.23%) SmartOS
14 3 (0.23%) VyOS
15 2 (0.15%) Fedora
16 1 (0.077%) Mac OS
16 1 (0.077%) Mac OS X
Processes & Methodologies
1 545 (42.15%) Agile Software Development
2 361 (27.92%) TDD
3 337 (26.06%) Software Engineering
4 307 (23.74%) DevOps
5 263 (20.34%) Test Automation
6 247 (19.10%) Continuous Integration
7 208 (16.09%) Scrum
8 194 (15.00%) Front End Development
9 170 (13.15%) Microservices
9 170 (13.15%) Open Source
10 138 (10.67%) API Design
11 126 (9.74%) BDD
11 126 (9.74%) Unit Testing
12 125 (9.67%) Problem-Solving
13 118 (9.13%) OO
14 110 (8.51%) Kanban
14 110 (8.51%) MVC
15 109 (8.43%) Web Development
16 108 (8.35%) Data Security
17 106 (8.20%) API Development
Programming Languages
1 513 (39.68%) JavaScript
2 485 (37.51%) Python
2 485 (37.51%) SQL
3 452 (34.96%) Java
4 286 (22.12%) C#
5 250 (19.33%) PHP
6 237 (18.33%) Ruby
7 188 (14.54%) Bash Shell
8 139 (10.75%) Go
9 127 (9.82%) ES6
10 121 (9.36%) Scala
11 118 (9.13%) Java 8
12 97 (7.50%) PowerShell
13 96 (7.42%) Solidity
14 82 (6.34%) C++
15 81 (6.26%) TypeScript
16 36 (2.78%) C
16 36 (2.78%) T-SQL
17 28 (2.17%) Perl
18 20 (1.55%) Groovy
Qualifications
1 128 (9.90%) Degree
2 47 (3.63%) Computer Science Degree
3 26 (2.01%) AWS Certification
4 18 (1.39%) Master's Degree
5 6 (0.46%) Security Cleared
6 5 (0.39%) SC Cleared
7 3 (0.23%) PhD
7 3 (0.23%) Sun Certification
8 1 (0.077%) ITIL Certification
8 1 (0.077%) Numerate Degree
Quality Assurance & Compliance
1 78 (6.03%) QA
2 26 (2.01%) GCP
3 24 (1.86%) SLA
4 22 (1.70%) GDPR
5 13 (1.01%) PCI DSS
6 5 (0.39%) Web Application Security Consortium
7 3 (0.23%) ISO/IEC 27001
System Software
1 502 (38.82%) Docker
2 86 (6.65%) Virtual Machines
3 40 (3.09%) VMware Infrastructure
4 22 (1.70%) KVM
4 22 (1.70%) vSphere
5 20 (1.55%) Apache ZooKeeper
5 20 (1.55%) HDFS
5 20 (1.55%) Varnish
6 14 (1.08%) Hyper-V
7 12 (0.93%) Active Directory
8 11 (0.85%) iptables
9 9 (0.70%) VirtualBox
10 8 (0.62%) LXC
11 6 (0.46%) QEMU
12 4 (0.31%) VMware ESXi
13 3 (0.23%) oVirt
13 3 (0.23%) RHEV
13 3 (0.23%) Xen
14 2 (0.15%) VMware NSX
14 2 (0.15%) zsh
Systems Management
1 235 (18.17%) Kubernetes
2 204 (15.78%) Ansible
3 147 (11.37%) Opscode Chef
4 142 (10.98%) Terraform
5 126 (9.74%) Puppet
6 64 (4.95%) Docker Swarm
7 54 (4.18%) Kibana
8 45 (3.48%) Packer
9 42 (3.25%) HAProxy
10 40 (3.09%) Prometheus
11 37 (2.86%) Grafana
12 35 (2.71%) Cobbler
13 32 (2.47%) Nagios
14 30 (2.32%) logstash
15 23 (1.78%) Consul
16 21 (1.62%) ZABBIX
17 19 (1.47%) Salt
18 18 (1.39%) Graphite
19 16 (1.24%) Mesos
20 15 (1.16%) Rancher
Vendors
1 124 (9.59%) Google
2 73 (5.65%) Oracle
3 70 (5.41%) New Relic
4 61 (4.72%) Microsoft
5 58 (4.49%) VMware
6 47 (3.63%) Splunk
7 24 (1.86%) Zend
8 21 (1.62%) Atlassian
9 19 (1.47%) Red Hat
10 15 (1.16%) Cloudera
10 15 (1.16%) Rackspace
11 14 (1.08%) IBM
11 14 (1.08%) SaltStack
11 14 (1.08%) Sybase
12 13 (1.01%) Salesforce.com
13 11 (0.85%) hybris
14 9 (0.70%) Adobe
14 9 (0.70%) Percona
14 9 (0.70%) TIBCO
15 8 (0.62%) SAP