Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 18 January 2022

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 18 January 2022 with a comparison to the same period in the previous 2 years.

Redis
UK > Work from Home
6 months to
18 Jan 2022		 Same period 2021 Same period 2020
Rank 215 196 210
Rank change year-on-year -19 +14 -34
Permanent jobs citing Redis 418 146 75
As % of all permanent jobs with a WFH option 1.44% 1.40% 1.03%
As % of the Database & Business Intelligence category 5.26% 4.74% 3.62%
Number of salaries quoted 250 135 36
10th Percentile £52,450 £38,750 £42,500
25th Percentile £63,750 £45,000 £51,381
Median annual salary (50th Percentile) £70,000 £60,000 £62,500
Median % change year-on-year +16.67% -4.00% +13.64%
75th Percentile £87,500 £67,500 £70,000
90th Percentile £96,250 £74,500 £81,250
UK median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - +4.35%

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 WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 7,949 3,080 2,074
As % of all permanent jobs with a WFH option 27.46% 29.50% 28.39%
Number of salaries quoted 5,820 2,787 1,803
10th Percentile £37,500 £33,750 £33,750
25th Percentile £45,000 £41,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £50,000
Median % change year-on-year +9.09% +10.00% -4.76%
75th Percentile £77,500 £70,000 £70,000
90th Percentile £92,500 £81,250 £85,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Redis
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Redis as a proportion of all IT jobs advertised.

Redis trend for jobs with a WFH option

Redis
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Redis.

Redis salary trend for jobs with a WFH option

Redis
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Redis over the 6 months to 18 January 2022.

Redis salary histogram for jobs with a WFH option

For the 6 months to 18 January 2022, Redis job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Redis.

1 288 (68.90%) AWS
2 237 (56.70%) PostgreSQL
3 213 (50.96%) Docker
4 178 (42.58%) JavaScript
5 175 (41.87%) Python
6 161 (38.52%) Kubernetes
7 155 (37.08%) Agile Software Development
8 152 (36.36%) Microservices
9 150 (35.89%) MySQL
10 140 (33.49%) Java
11 131 (31.34%) TDD
12 124 (29.67%) Git (software)
12 124 (29.67%) DevOps
13 121 (28.95%) HTML
14 120 (28.71%) NoSQL
15 115 (27.51%) CSS
16 113 (27.03%) Software Engineering
17 105 (25.12%) Serverless
18 101 (24.16%) BDD
19 96 (22.97%) React
20 94 (22.49%) Spring
21 93 (22.25%) Django
22 91 (21.77%) E-Commerce
23 90 (21.53%) Finance
23 90 (21.53%) Kafka
24 88 (21.05%) SQL
25 87 (20.81%) PHP
25 87 (20.81%) Node.js
26 85 (20.33%) Amazon DynamoDB
27 84 (20.10%) MongoDB

Redis
Co-occurring IT Skills with a WFH Option 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 81 (19.38%) Apache Solr
2 58 (13.88%) Elasticsearch
3 47 (11.24%) nginx
4 20 (4.78%) Apache
5 6 (1.44%) CMS
6 4 (0.96%) Confluence
6 4 (0.96%) Gunicorn
7 3 (0.72%) Apache Pulsar
7 3 (0.72%) Apache Spark
8 2 (0.48%) Drupal
9 1 (0.24%) Apache Airflow
9 1 (0.24%) EPiServer
9 1 (0.24%) IIS
9 1 (0.24%) Kentico
9 1 (0.24%) Sitecore CMS
9 1 (0.24%) Tomcat
9 1 (0.24%) Umbraco
Applications
1 1 (0.24%) LaTeX
Cloud Services
1 288 (68.90%) AWS
2 105 (25.12%) Serverless
3 79 (18.90%) Amazon EC2
3 79 (18.90%) Amazon S3
4 78 (18.66%) GCP
5 65 (15.55%) AWS Lambda
6 62 (14.83%) CloudFront
7 61 (14.59%) Azure
8 60 (14.35%) GitHub
9 57 (13.64%) Amazon ECS
10 50 (11.96%) Cloudflare
11 45 (10.77%) SaaS
12 29 (6.94%) Heroku
13 27 (6.46%) Amazon ElastiCache
13 27 (6.46%) Amazon SQS
14 23 (5.50%) Amazon CloudWatch
15 16 (3.83%) Amazon Cognito
15 16 (3.83%) Azure Service Bus
16 14 (3.35%) Stripe
17 12 (2.87%) Amazon Kinesis
Communications & Networking
1 54 (12.92%) AMQP
1 54 (12.92%) DNS
2 18 (4.31%) HTTP
3 13 (3.11%) Firewall
3 13 (3.11%) VPN
4 7 (1.67%) IPv6
4 7 (1.67%) RTSP
4 7 (1.67%) SSH
4 7 (1.67%) UPnP
5 3 (0.72%) VLAN
6 2 (0.48%) RIP
7 1 (0.24%) Internet
Database & Business Intelligence
1 237 (56.70%) PostgreSQL
2 150 (35.89%) MySQL
3 120 (28.71%) NoSQL
4 85 (20.33%) Amazon DynamoDB
5 84 (20.10%) MongoDB
6 63 (15.07%) Amazon RDS
7 54 (12.92%) Big Data
8 51 (12.20%) Amazon Athena
9 42 (10.05%) Amazon Aurora
10 36 (8.61%) Relational Database
11 28 (6.70%) Couchbase
12 15 (3.59%) SQL Server
13 11 (2.63%) Apache Cassandra
13 11 (2.63%) Blockchain
14 10 (2.39%) CouchDB
14 10 (2.39%) Event Store
15 8 (1.91%) Neo4j
16 6 (1.44%) RDBMS
17 5 (1.20%) Hazelcast
18 3 (0.72%) Aerospike
Development Applications
1 124 (29.67%) Git (software)
2 67 (16.03%) CircleCI
3 52 (12.44%) Jenkins
4 45 (10.77%) Selenium
5 31 (7.42%) GitLab
6 25 (5.98%) Bitbucket
7 16 (3.83%) RSpec
8 14 (3.35%) Cucumber
9 13 (3.11%) webpack
10 12 (2.87%) Snyk
11 10 (2.39%) Cypress.io
12 9 (2.15%) Atlassian Bamboo
13 8 (1.91%) JUnit
13 8 (1.91%) Mockito
14 6 (1.44%) PHPUnit
15 5 (1.20%) Grunt
15 5 (1.20%) gulp
15 5 (1.20%) JIRA
15 5 (1.20%) Maven
16 4 (0.96%) Jaeger
General
1 90 (21.53%) Finance
2 79 (18.90%) Retail
3 63 (15.07%) Social Skills
4 60 (14.35%) Automotive
5 23 (5.50%) Marketing
6 18 (4.31%) Banking
7 14 (3.35%) Advertising
8 9 (2.15%) Aerospace
9 8 (1.91%) Publishing
10 7 (1.67%) Back Office
11 5 (1.20%) Analytical Skills
12 4 (0.96%) Inclusion and Diversity
12 4 (0.96%) Organisational Skills
13 3 (0.72%) Games
14 2 (0.48%) Financial Institution
15 1 (0.24%) Documentation Skills
15 1 (0.24%) Presentation Skills
15 1 (0.24%) Public Sector
15 1 (0.24%) Public Speaking
Job Titles
1 243 (58.13%) Developer
2 128 (30.62%) Senior Developer
3 75 (17.94%) Java Developer
4 67 (16.03%) Python Developer
5 59 (14.11%) Software Engineer
6 58 (13.88%) Django Developer
7 53 (12.68%) Senior Python Developer
8 52 (12.44%) Python/Django Developer
9 51 (12.20%) Senior Java Developer
10 39 (9.33%) DevOps Engineer
11 36 (8.61%) PHP Developer
12 33 (7.89%) Lead Developer
13 31 (7.42%) Senior Software Engineer
14 25 (5.98%) Java Engineer
15 24 (5.74%) E-Commerce Developer
15 24 (5.74%) E-Commerce PHP Developer
15 24 (5.74%) Java Software Engineer
16 21 (5.02%) Lead PHP Developer
17 19 (4.55%) Site Reliability Engineer
17 19 (4.55%) Software Developer
Libraries, Frameworks & Software Standards
1 121 (28.95%) HTML
2 115 (27.51%) CSS
3 96 (22.97%) React
4 94 (22.49%) Spring
5 93 (22.25%) Django
6 90 (21.53%) Kafka
7 87 (20.81%) Node.js
8 65 (15.55%) REST
9 57 (13.64%) Celery
10 56 (13.40%) Flask
11 54 (12.92%) jQuery
12 53 (12.68%) .NET
12 53 (12.68%) WebSockets
13 52 (12.44%) Vue.js
14 51 (12.20%) FastAPI
14 51 (12.20%) SQLAlchemy
15 49 (11.72%) Spring Boot
16 48 (11.48%) pytest
17 47 (11.24%) RabbitMQ
18 46 (11.00%) GraphQL
Miscellaneous
1 58 (13.88%) Video\Live Streaming
2 45 (10.77%) Video on Demand
3 44 (10.53%) Social Media
4 29 (6.94%) User Experience
5 14 (3.35%) Enterprise Software
6 13 (3.11%) Greenfield Project
7 12 (2.87%) Mobile App
7 12 (2.87%) Over-the-Top Content
7 12 (2.87%) Self-Motivation
7 12 (2.87%) Virtual Team
8 11 (2.63%) e-Learning
9 10 (2.39%) Fixed Income
10 9 (2.15%) Cloud Native
11 7 (1.67%) iPad
12 6 (1.44%) Algorithms
12 6 (1.44%) Credit Risk
12 6 (1.44%) Data Centre
12 6 (1.44%) Foreign Exchange (FX)
13 4 (0.96%) Blog
14 3 (0.72%) Online Games
Operating Systems
1 82 (19.62%) Linux
2 17 (4.07%) Ubuntu
3 15 (3.59%) Windows
4 14 (3.35%) Unix
5 11 (2.63%) CentOS
6 10 (2.39%) Apple iOS
7 7 (1.67%) Alpine Linux
7 7 (1.67%) Windows Server
8 1 (0.24%) Android
8 1 (0.24%) Debian
8 1 (0.24%) Mac OS
Processes & Methodologies
1 155 (37.08%) Agile Software Development
2 152 (36.36%) Microservices
3 131 (31.34%) TDD
4 124 (29.67%) DevOps
5 113 (27.03%) Software Engineering
6 101 (24.16%) BDD
7 91 (21.77%) E-Commerce
8 82 (19.62%) Full Stack Development
8 82 (19.62%) Scrum
9 70 (16.75%) Continuous Integration
10 63 (15.07%) Mentoring
11 55 (13.16%) Collaborative Working
12 54 (12.92%) OO
13 53 (12.68%) Problem-Solving
14 52 (12.44%) API Development
15 51 (12.20%) SIEM
16 48 (11.48%) MVC
17 46 (11.00%) Test Automation
18 43 (10.29%) Data Pipeline
19 42 (10.05%) Data Engineering
Programming Languages
1 178 (42.58%) JavaScript
2 175 (41.87%) Python
3 140 (33.49%) Java
4 88 (21.05%) SQL
5 87 (20.81%) PHP
6 66 (15.79%) TypeScript
7 62 (14.83%) C#
8 31 (7.42%) Ruby
9 27 (6.46%) Go
10 15 (3.59%) VBA
11 12 (2.87%) Groovy
12 11 (2.63%) Kotlin
13 9 (2.15%) Bash
13 9 (2.15%) Rust
14 7 (1.67%) C++
14 7 (1.67%) Java 8
14 7 (1.67%) PowerShell
14 7 (1.67%) Shell Script
15 6 (1.44%) Elixir
15 6 (1.44%) PHP 7
Qualifications
1 28 (6.70%) Degree
2 8 (1.91%) AWS Certification
3 7 (1.67%) Security Cleared
4 6 (1.44%) Computer Science Degree
5 1 (0.24%) ITIL Certification
5 1 (0.24%) SC Cleared
Quality Assurance & Compliance
1 22 (5.26%) QA
2 10 (2.39%) Accessibility
3 7 (1.67%) SLA
4 1 (0.24%) ISO/IEC 27001
4 1 (0.24%) PCI DSS
System Software
1 213 (50.96%) Docker
2 14 (3.35%) Varnish
3 7 (1.67%) vSphere
4 3 (0.72%) Virtual Machines
5 2 (0.48%) Virtual Servers
6 1 (0.24%) ISA Server
Systems Management
1 161 (38.52%) Kubernetes
2 68 (16.27%) Terraform
3 32 (7.66%) Prometheus
4 17 (4.07%) Ansible
5 13 (3.11%) Grafana
6 11 (2.63%) Opscode Chef
6 11 (2.63%) Puppet
7 10 (2.39%) Capistrano
8 5 (1.20%) Docker Swarm
9 3 (0.72%) Graphite
9 3 (0.72%) HAProxy
9 3 (0.72%) Salt
10 1 (0.24%) Consul
10 1 (0.24%) logstash
10 1 (0.24%) Mesos
10 1 (0.24%) Packer
Vendors
1 48 (11.48%) Google
2 43 (10.29%) Twitter
3 18 (4.31%) Oracle
4 17 (4.07%) Zend
5 9 (2.15%) Splunk
6 7 (1.67%) VMware
7 6 (1.44%) Spotify
8 5 (1.20%) New Relic
9 3 (0.72%) Microsoft
10 2 (0.48%) Atlassian
10 2 (0.48%) FNZ
11 1 (0.24%) Apple
11 1 (0.24%) CA
11 1 (0.24%) Facebook
11 1 (0.24%) Qubit
11 1 (0.24%) Salesforce.com
11 1 (0.24%) Siemens
11 1 (0.24%) Sitecore
11 1 (0.24%) Sun
11 1 (0.24%) Verint