Period
to 15 October 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon Kinesis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Kinesis over the 6 months to 15 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
15 Oct 2021
Same period 2020 Same period 2019
Rank 538 576 862
Rank change year-on-year +38 +286 +106
Permanent jobs citing Amazon Kinesis 618 116 239
As % of all permanent jobs advertised in the UK 0.49% 0.24% 0.17%
As % of the Cloud Services category 1.14% 0.60% 0.55%
Number of salaries quoted 220 104 187
10th Percentile £51,250 £52,000 £55,000
25th Percentile £58,750 £60,000 £60,000
Median annual salary (50th Percentile) £72,500 £68,750 £80,000
Median % change year-on-year +5.45% -14.06% +14.29%
75th Percentile £90,000 £85,000 £87,500
90th Percentile £105,000 £99,625 £95,000
UK excluding London median annual salary £60,050 £65,000 £59,375
% change year-on-year -7.62% +9.47% -1.04%

Amazon Kinesis is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 54,209 19,271 43,742
As % of all permanent IT jobs advertised in the UK 43.34% 40.21% 31.79%
Number of salaries quoted 37,959 16,345 35,999
10th Percentile £32,500 £33,000 £30,000
25th Percentile £42,500 £42,500 £39,383
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £78,750 £75,000 £75,000
90th Percentile £95,000 £92,500 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Amazon Kinesis
Job Vacancy Trend

Job postings citing Amazon Kinesis as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

3-month moving average salary quoted in jobs citing Amazon Kinesis.

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

Salary distribution for jobs citing Amazon Kinesis over the 6 months to 15 October 2021.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the UK over the 6 months to 15 October 2021. 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 +47 558 £72,500 +3.57% 32
UK excluding London +11 322 £60,050 -7.62% 15
London -65 272 £82,500 +17.86% 20
South East +13 211 £65,000 -23.53% 1
Work from Home -231 55 £70,000 - 7
North of England -104 52 £60,050 -6.90% 6
Scotland -60 34 £55,000 -18.52% 2
Yorkshire -80 31 £60,000 -9.43% 4
North West -90 20 £62,500 - 1
South West - 10 £60,050 - 1
Midlands -123 7 £65,000 +8.33%
East of England -106 6 £95,000 +68.89% 4
Northern Ireland - 5 £47,000 -
West Midlands -99 4 £70,000 +16.67%
East Midlands -67 3 £50,000 -16.67%
North East - 1 £50,000 - 1

For the 6 months to 15 October 2021, IT jobs citing Amazon Kinesis 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 Amazon Kinesis.

1 601 (97.25%) AWS
2 392 (63.43%) Python
3 371 (60.03%) Agile Software Development
4 369 (59.71%) Java
5 364 (58.90%) Kafka
6 334 (54.05%) Software Engineering
7 331 (53.56%) Apache Spark
8 328 (53.07%) DevOps
9 310 (50.16%) Microservices
10 275 (44.50%) Finance
11 271 (43.85%) Amazon DynamoDB
12 269 (43.53%) GCP
13 264 (42.72%) Jenkins
14 248 (40.13%) NoSQL
15 247 (39.97%) Degree
16 240 (38.83%) Node.js
17 236 (38.19%) RabbitMQ
18 234 (37.86%) Computer Science
19 226 (36.57%) PostgreSQL
20 223 (36.08%) Big Data
21 222 (35.92%) Serverless
22 219 (35.44%) Relational Database
22 219 (35.44%) Linux
22 219 (35.44%) Spring
23 218 (35.28%) Azure
24 211 (34.14%) AWS Lambda
25 210 (33.98%) Ansible
26 208 (33.66%) Banking
27 206 (33.33%) Full Stack Development
28 202 (32.69%) React

Amazon Kinesis
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
1 331 (53.56%) Apache Spark
2 182 (29.45%) Apache
3 127 (20.55%) GemFire
4 70 (11.33%) Elasticsearch
5 51 (8.25%) Apache Airflow
6 44 (7.12%) Cloud Foundry
7 22 (3.56%) Luigi
8 15 (2.43%) Jupyter
9 12 (1.94%) Apache Pulsar
9 12 (1.94%) Tomcat
10 11 (1.78%) Apache Pig
11 7 (1.13%) Confluence
12 3 (0.49%) Ethereum
13 2 (0.32%) CMS
14 1 (0.16%) SAS
Cloud Services
1 601 (97.25%) AWS
2 269 (43.53%) GCP
3 222 (35.92%) Serverless
4 218 (35.28%) Azure
5 211 (34.14%) AWS Lambda
6 178 (28.80%) Amazon S3
7 174 (28.16%) GitHub
8 109 (17.64%) Amazon EC2
9 108 (17.48%) AWS CloudFormation
10 71 (11.49%) Amazon SQS
11 64 (10.36%) Amazon EMR
12 62 (10.03%) Amazon CloudWatch
13 51 (8.25%) Amazon ECS
13 51 (8.25%) OpenShift
14 30 (4.85%) SaaS
15 28 (4.53%) Azure Data Factory
15 28 (4.53%) Virtual Private Cloud
16 24 (3.88%) Snowflake
17 23 (3.72%) Amazon SageMaker
17 23 (3.72%) Azure Synapse Analytics
Communications & Networking
1 20 (3.24%) HTTP
2 17 (2.75%) Cisco IPT
3 16 (2.59%) WebEx
4 9 (1.46%) DNS
5 4 (0.65%) Internet
5 4 (0.65%) IPv6
5 4 (0.65%) RTSP
5 4 (0.65%) SSH
5 4 (0.65%) UPnP
6 3 (0.49%) Intranet
7 1 (0.16%) Broadband
7 1 (0.16%) HTTPS
7 1 (0.16%) Network Security
Database & Business Intelligence
1 271 (43.85%) Amazon DynamoDB
2 248 (40.13%) NoSQL
3 226 (36.57%) PostgreSQL
4 223 (36.08%) Big Data
5 219 (35.44%) Relational Database
6 178 (28.80%) HBase
7 173 (27.99%) MariaDB
8 149 (24.11%) Hadoop
9 145 (23.46%) Redis
10 89 (14.40%) Data Lake
11 88 (14.24%) Amazon Athena
12 86 (13.92%) Amazon Redshift
13 79 (12.78%) MySQL
14 56 (9.06%) Amazon RDS
15 48 (7.77%) Tableau
16 46 (7.44%) Data Warehouse
17 40 (6.47%) MongoDB
18 38 (6.15%) Flink
19 32 (5.18%) BigQuery
20 19 (3.07%) Electronic Patient Records
Development Applications
1 264 (42.72%) Jenkins
2 188 (30.42%) Git (software)
3 150 (24.27%) Artifactory
4 148 (23.95%) Sonatype Nexus
5 134 (21.68%) Storybook
6 133 (21.52%) Cucumber
7 129 (20.87%) JUnit
8 127 (20.55%) Cypress.io
8 127 (20.55%) Gradle
8 127 (20.55%) Protractor
9 124 (20.06%) Mockito
10 123 (19.90%) Eclipse
10 123 (19.90%) IntelliJ
11 61 (9.87%) SonarQube
12 35 (5.66%) Bitbucket
13 34 (5.50%) TeamCity
14 32 (5.18%) GitLab
15 29 (4.69%) JIRA
16 25 (4.05%) Team Foundation Server
16 25 (4.05%) Travis CI
General
1 275 (44.50%) Finance
2 208 (33.66%) Banking
3 185 (29.94%) Inclusion and Diversity
4 180 (29.13%) Law
5 58 (9.39%) Social Skills
6 52 (8.41%) Presentation Skills
7 34 (5.50%) Analytical Skills
8 28 (4.53%) Retail
9 24 (3.88%) Games
10 9 (1.46%) Marketing
11 8 (1.29%) Investment Banking
12 7 (1.13%) Wearables
13 6 (0.97%) Financial Institution
13 6 (0.97%) Public Sector
14 3 (0.49%) Advertising
14 3 (0.49%) Publishing
15 2 (0.32%) Influencing Skills
15 2 (0.32%) Retail Banking
16 1 (0.16%) Electronics
16 1 (0.16%) Manufacturing
Job Titles
1 239 (38.67%) Software Engineer
2 120 (19.42%) Data Engineer
3 117 (18.93%) Principal Engineer
4 114 (18.45%) Principal Software Engineer
5 105 (16.99%) Developer
6 71 (11.49%) Senior Software Engineer
7 53 (8.58%) AWS Engineer
8 43 (6.96%) DevOps Engineer
9 37 (5.99%) Senior Data Engineer
10 36 (5.83%) Lead Software Engineer
10 36 (5.83%) Senior Developer
11 34 (5.50%) Architect
12 33 (5.34%) Cloud Engineer
13 30 (4.85%) AWS Developer
14 27 (4.37%) AWS DevOps
14 27 (4.37%) Full Stack Developer
14 27 (4.37%) Lead Developer
15 25 (4.05%) AWS DevOps Engineer
16 23 (3.72%) Java Engineer
17 21 (3.40%) Principal Architect
Libraries, Frameworks & Software Standards
1 364 (58.90%) Kafka
2 240 (38.83%) Node.js
3 236 (38.19%) RabbitMQ
4 219 (35.44%) Spring
5 202 (32.69%) React
6 178 (28.80%) AngularJS
7 173 (27.99%) RESTful
8 151 (24.43%) CSS
9 150 (24.27%) JSON
10 144 (23.30%) Express
11 139 (22.49%) REST
12 138 (22.33%) Web Services
13 135 (21.84%) Play Framework
13 135 (21.84%) Redux
14 134 (21.68%) Twitter Bootstrap
15 127 (20.55%) Tailwind CSS
16 125 (20.23%) Spark Streaming
17 124 (20.06%) WireMock
18 83 (13.43%) Spring Boot
19 82 (13.27%) LAPP Stack
Miscellaneous
1 123 (19.90%) Linux Command Line
2 102 (16.50%) User Experience
3 24 (3.88%) Algorithms
4 23 (3.72%) Self-Motivation
5 18 (2.91%) Cloud Native
5 18 (2.91%) Greenfield Project
6 15 (2.43%) Blog
6 15 (2.43%) Enterprise Software
7 14 (2.27%) Data Structures
8 13 (2.10%) PlayStation
9 7 (1.13%) Legacy Systems
10 6 (0.97%) Clustering
10 6 (0.97%) Digital Currency
10 6 (0.97%) Mobile App
11 5 (0.81%) NHS
12 4 (0.65%) Video\Live Streaming
13 3 (0.49%) Podcast
13 3 (0.49%) Renewable Energy
14 2 (0.32%) Social Media
15 1 (0.16%) Equities
Operating Systems
1 219 (35.44%) Linux
2 193 (31.23%) Unix
3 46 (7.44%) Windows
4 25 (4.05%) Mesosphere
5 18 (2.91%) Windows Server
6 3 (0.49%) Mac OS
Processes & Methodologies
1 371 (60.03%) Agile Software Development
2 334 (54.05%) Software Engineering
3 328 (53.07%) DevOps
4 310 (50.16%) Microservices
5 234 (37.86%) Computer Science
6 206 (33.33%) Full Stack Development
7 189 (30.58%) OO
8 182 (29.45%) Digital Banking
9 155 (25.08%) Business Continuity
10 151 (24.43%) Validation
11 150 (24.27%) Software Testing
12 149 (24.11%) Clean Code
13 148 (23.95%) High Availability
14 141 (22.82%) Analytics
15 140 (22.65%) Performance Monitoring
16 139 (22.49%) Open Source
17 135 (21.84%) Multithreaded Programming
17 135 (21.84%) Multithreading
18 134 (21.68%) TDD
19 127 (20.55%) Cross-Browser Testing
Programming Languages
1 392 (63.43%) Python
2 369 (59.71%) Java
3 148 (23.95%) SQL
4 135 (21.84%) Shell Script
5 123 (19.90%) Groovy
6 98 (15.86%) JavaScript
7 92 (14.89%) Go
8 73 (11.81%) Scala
9 66 (10.68%) C#
10 29 (4.69%) PowerShell
11 24 (3.88%) Bash Shell
12 17 (2.75%) TypeScript
13 12 (1.94%) Rust
14 11 (1.78%) Java 8
15 9 (1.46%) ES6
15 9 (1.46%) VB.NET
16 8 (1.29%) R
17 7 (1.13%) C
17 7 (1.13%) ES7
18 4 (0.65%) PHP
Qualifications
1 247 (39.97%) Degree
2 125 (20.23%) OCP
2 125 (20.23%) Oracle Certification
3 53 (8.58%) Computer Science Degree
4 29 (4.69%) AWS Certification
5 17 (2.75%) (ISC)2 CCSP
5 17 (2.75%) Cisco Certification
5 17 (2.75%) CISSP
6 15 (2.43%) CCSP
7 3 (0.49%) MBA
7 3 (0.49%) SC Cleared
7 3 (0.49%) Security Cleared
8 1 (0.16%) Master's Degree
8 1 (0.16%) SAS Certification
Quality Assurance & Compliance
1 14 (2.27%) Data Quality
2 7 (1.13%) QA
3 2 (0.32%) Accessibility
4 1 (0.16%) SLA
System Software
1 165 (26.70%) Docker
2 123 (19.90%) HDFS
3 93 (15.05%) VMware Infrastructure
4 4 (0.65%) Apache Flume
5 1 (0.16%) Active Directory
Systems Management
1 210 (33.98%) Ansible
2 197 (31.88%) Terraform
3 125 (20.23%) Kubernetes
4 51 (8.25%) Opscode Chef
5 32 (5.18%) Kibana
6 31 (5.02%) Puppet
7 29 (4.69%) Prometheus
8 25 (4.05%) Automic
8 25 (4.05%) Consul
9 23 (3.72%) logstash
10 12 (1.94%) Istio
11 7 (1.13%) Oozie
12 1 (0.16%) Grafana
12 1 (0.16%) Mesos
Vendors
1 127 (20.55%) Okta
1 127 (20.55%) VMware
2 64 (10.36%) Databricks
3 45 (7.28%) Google
4 40 (6.47%) Splunk
5 34 (5.50%) Microsoft
6 20 (3.24%) LexisNexis
7 18 (2.91%) Oracle
8 17 (2.75%) ServiceNow
9 12 (1.94%) Samsung
10 11 (1.78%) Cloudera
11 9 (1.46%) Informatica
11 9 (1.46%) New Relic
11 9 (1.46%) Talend
12 8 (1.29%) Atlassian
13 6 (0.97%) Hortonworks
14 5 (0.81%) Remedy
15 4 (0.65%) Intel
15 4 (0.65%) NVIDIA
16 2 (0.32%) Facebook