Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 516 605 690
Rank change year-on-year +89 +85 +194
Permanent jobs citing Amazon Kinesis 1,124 405 160
As % of all permanent jobs advertised in the UK 0.63% 0.38% 0.20%
As % of the Cloud Services category 1.40% 0.89% 0.56%
Number of salaries quoted 223 181 137
10th Percentile £51,250 £45,000 £48,250
25th Percentile £60,000 £57,500 £57,500
Median annual salary (50th Percentile) £77,500 £72,500 £72,500
Median % change year-on-year +6.90% - -3.33%
75th Percentile £100,000 £87,500 £85,000
90th Percentile £117,000 £105,000 £107,500
UK excluding London median annual salary £62,500 £62,500 £67,500
% change year-on-year - -7.41% +12.50%

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 80,165 45,522 28,686
As % of all permanent IT jobs advertised in the UK 44.63% 42.59% 36.34%
Number of salaries quoted 39,383 33,449 23,559
10th Percentile £32,800 £32,500 £32,500
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £60,000 £57,500 £57,500
Median % change year-on-year +4.35% - +4.55%
75th Percentile £82,500 £77,500 £75,000
90th Percentile £97,500 £93,750 £93,750
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 1 July 2022.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 17 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 1 July 2022. 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
Jobs
England +72 917 £80,000 +8.47% 33
London +35 627 £95,000 +18.75% 19
Work from Home -22 361 £70,000 - 12
UK excluding London -15 325 £62,500 - 14
South East -9 196 £56,000 -25.33% 1
Scotland -45 30 £67,500 -6.90%
North of England -110 28 £62,500 +4.17% 6
East of England -71 21 £77,500 -8.82% 4
Midlands -47 19 £72,500 +13.73%
Yorkshire -58 18 £57,500 +21.05% 4
Wales - 18 £85,000 - 1
West Midlands -43 16 £75,000 -3.23%
South West -31 10 £47,500 -11.21% 2
North West -95 7 £62,500 -10.71% 1
North East -17 3 £85,000 +70.00% 1
Northern Ireland -18 3 £50,000 -10.71%
East Midlands -39 3 £50,000 +5.26%

For the 6 months to 1 July 2022, 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 1,044 (92.88%) AWS
2 759 (67.53%) CI/CD
3 604 (53.74%) Agile
4 563 (50.09%) Docker
5 553 (49.20%) Python
6 536 (47.69%) Kafka
7 502 (44.66%) Serverless
8 470 (41.81%) DevOps
9 461 (41.01%) Azure
10 459 (40.84%) GCP
11 454 (40.39%) AWS Lambda
12 443 (39.41%) Finance
13 436 (38.79%) Java
13 436 (38.79%) Jenkins
14 423 (37.63%) Kubernetes
15 415 (36.92%) Terraform
16 403 (35.85%) Git (software)
17 387 (34.43%) DynamoDB
18 361 (32.12%) Software Engineering
19 341 (30.34%) NoSQL
20 339 (30.16%) Amazon S3
21 335 (29.80%) SQL
22 332 (29.54%) Social Skills
23 327 (29.09%) Microservices
24 324 (28.83%) Infrastructure as Code
25 308 (27.40%) Full Stack Development
26 304 (27.05%) OO
27 292 (25.98%) Analytics
28 266 (23.67%) Banking
29 262 (23.31%) Inclusion and Diversity

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
1 227 (20.20%) Apache Spark
2 153 (13.61%) Apache Airflow
3 63 (5.60%) Apache
4 48 (4.27%) Apache Pulsar
5 45 (4.00%) Luigi
6 30 (2.67%) Cloud Foundry
7 28 (2.49%) CMS
8 26 (2.31%) Confluence
9 21 (1.87%) Apache Pig
10 7 (0.62%) GemFire
11 1 (0.089%) nginx
Applications
1 1 (0.089%) Gephi
Cloud Services
1 1,044 (92.88%) AWS
2 502 (44.66%) Serverless
3 461 (41.01%) Azure
4 459 (40.84%) GCP
5 454 (40.39%) AWS Lambda
6 339 (30.16%) Amazon S3
7 250 (22.24%) AWS CloudFormation
8 226 (20.11%) Snowflake
9 200 (17.79%) GitHub
10 189 (16.81%) Amazon ECS
11 139 (12.37%) Amazon CloudWatch
12 133 (11.83%) Amazon EC2
13 112 (9.96%) Virtual Private Cloud
14 86 (7.65%) Amazon EMR
15 84 (7.47%) Amazon SQS
16 58 (5.16%) dbt
17 55 (4.89%) Amazon EKS
17 55 (4.89%) Azure AKS
18 54 (4.80%) Google Kubernetes Engine
19 52 (4.63%) GitHub Actions
Communications & Networking
1 55 (4.89%) Firewall
2 54 (4.80%) Network Security
3 41 (3.65%) HTTP
4 26 (2.31%) WebEx
5 24 (2.14%) DNS
6 23 (2.05%) DSL
7 16 (1.42%) Internet
8 7 (0.62%) Intranet
9 5 (0.44%) Skype
10 4 (0.36%) PPP
11 1 (0.089%) DVB
11 1 (0.089%) MQTT
11 1 (0.089%) tcpdump
11 1 (0.089%) VPN
11 1 (0.089%) Wireshark
Database & Business Intelligence
1 387 (34.43%) DynamoDB
2 341 (30.34%) NoSQL
3 241 (21.44%) Amazon Redshift
4 220 (19.57%) Elasticsearch
5 192 (17.08%) Relational Database
6 188 (16.73%) Big Data
7 183 (16.28%) Amazon Athena
8 172 (15.30%) Data Warehouse
9 150 (13.35%) Hadoop
10 148 (13.17%) PostgreSQL
11 142 (12.63%) Amazon RDS
12 136 (12.10%) MySQL
13 128 (11.39%) BigQuery
14 114 (10.14%) Data Lake
15 86 (7.65%) Amazon Aurora
16 78 (6.94%) Apache Hive
17 69 (6.14%) MongoDB
18 66 (5.87%) Electronic Patient Records
19 58 (5.16%) Flink
20 53 (4.72%) Apache Cassandra
Development Applications
1 436 (38.79%) Jenkins
2 403 (35.85%) Git (software)
3 107 (9.52%) Artifactory
4 99 (8.81%) Travis CI
5 83 (7.38%) Maven
6 79 (7.03%) Octopus Deploy
6 79 (7.03%) TeamCity
7 76 (6.76%) IBM UrbanCode
7 76 (6.76%) Team Foundation Server
8 61 (5.43%) JIRA
9 55 (4.89%) CircleCI
10 46 (4.09%) Atlassian Bamboo
11 40 (3.56%) GitLab
12 35 (3.11%) Bitbucket
12 35 (3.11%) JUnit
13 33 (2.94%) Sonatype Nexus
13 33 (2.94%) Spinnaker
14 29 (2.58%) Cucumber
14 29 (2.58%) Cypress.io
15 26 (2.31%) SonarQube
General
1 443 (39.41%) Finance
2 332 (29.54%) Social Skills
3 266 (23.67%) Banking
4 262 (23.31%) Inclusion and Diversity
5 184 (16.37%) Retail
6 129 (11.48%) Law
7 117 (10.41%) Analytical Skills
8 101 (8.99%) Games
9 79 (7.03%) Advertising
10 65 (5.78%) Marketing
11 46 (4.09%) Presentation Skills
12 34 (3.02%) Financial Institution
13 23 (2.05%) Wearables
14 17 (1.51%) Publishing
14 17 (1.51%) Retail Banking
15 15 (1.33%) Local Government
16 10 (0.89%) Influencing Skills
17 9 (0.80%) Electronics
18 8 (0.71%) Front Office
19 7 (0.62%) Back Office
Job Titles
1 290 (25.80%) Developer
2 213 (18.95%) Data Engineer
3 149 (13.26%) Software Engineer
4 112 (9.96%) Applications Engineer
5 97 (8.63%) Senior Developer
6 92 (8.19%) Senior Data Engineer
7 84 (7.47%) Senior Software Engineer
8 79 (7.03%) Full Stack Developer
9 78 (6.94%) Architect
10 68 (6.05%) DevOps Engineer
11 60 (5.34%) Engineering Manager
12 56 (4.98%) Cloud Engineer
13 50 (4.45%) Senior Manager
14 49 (4.36%) Principal Engineer
15 44 (3.91%) AWS Engineer
16 43 (3.83%) Java Developer
17 36 (3.20%) Lead Developer
18 34 (3.02%) AWS Developer
18 34 (3.02%) Software Developer
19 33 (2.94%) AWS Architect
Libraries, Frameworks & Software Standards
1 536 (47.69%) Kafka
2 236 (21.00%) React
3 218 (19.40%) Node.js
4 172 (15.30%) RabbitMQ
5 160 (14.23%) Elastic Stack
6 137 (12.19%) Spring
7 132 (11.74%) REST
8 102 (9.07%) Spring Boot
9 93 (8.27%) .NET
10 92 (8.19%) RESTful
11 89 (7.92%) Web Services
12 80 (7.12%) PySpark
13 79 (7.03%) AngularJS
13 79 (7.03%) React Native
14 64 (5.69%) CSS
15 59 (5.25%) Spark Streaming
16 58 (5.16%) GraphQL
17 54 (4.80%) HTML
17 54 (4.80%) Jest
18 52 (4.63%) Laravel
Miscellaneous
1 184 (16.37%) Cloud Native
2 120 (10.68%) Algorithms
3 109 (9.70%) Self-Motivation
4 84 (7.47%) Data Structures
5 79 (7.03%) Public Cloud
6 55 (4.89%) Blog
7 54 (4.80%) Greenfield Project
8 51 (4.54%) User Experience
9 43 (3.83%) IoT
10 41 (3.65%) Management Information System
10 41 (3.65%) PlayStation
11 30 (2.67%) Linux Command Line
12 27 (2.40%) Hybrid Cloud
13 26 (2.31%) Mobile App
14 24 (2.14%) Blockchain
15 22 (1.96%) Low-Code
15 22 (1.96%) Semantic Web
16 21 (1.87%) Digital Currency
17 19 (1.69%) Virtual Team
18 14 (1.25%) Video\Live Streaming
Operating Systems
1 218 (19.40%) Linux
2 122 (10.85%) Windows
3 76 (6.76%) Mesosphere
4 37 (3.29%) Unix
5 23 (2.05%) Windows Server
6 20 (1.78%) Mac OS
6 20 (1.78%) Ubuntu
7 2 (0.18%) Mac OS X
8 1 (0.089%) Android
Processes & Methodologies
1 759 (67.53%) CI/CD
2 604 (53.74%) Agile
3 470 (41.81%) DevOps
4 361 (32.12%) Software Engineering
5 327 (29.09%) Microservices
6 324 (28.83%) Infrastructure as Code
7 308 (27.40%) Full Stack Development
8 304 (27.05%) OO
9 292 (25.98%) Analytics
10 235 (20.91%) Continuous Integration
11 233 (20.73%) Computer Science
12 220 (19.57%) Mentoring
13 211 (18.77%) Data Engineering
14 208 (18.51%) Continuous Delivery
15 206 (18.33%) Problem-Solving
16 204 (18.15%) SDLC
17 200 (17.79%) Test Automation
18 199 (17.70%) Data Science
19 187 (16.64%) Event-Driven
20 186 (16.55%) TDD
Programming Languages
1 553 (49.20%) Python
2 436 (38.79%) Java
3 335 (29.80%) SQL
4 239 (21.26%) Scala
5 164 (14.59%) JavaScript
6 142 (12.63%) Go
7 115 (10.23%) TypeScript
8 113 (10.05%) Bash
9 108 (9.61%) C#
10 90 (8.01%) R
11 87 (7.74%) Groovy
12 53 (4.72%) PHP
13 42 (3.74%) Kotlin
14 39 (3.47%) Ruby
15 27 (2.40%) Clojure
16 26 (2.31%) Shell Script
17 25 (2.22%) Lisp
18 23 (2.05%) PowerShell
19 16 (1.42%) C++
20 12 (1.07%) C
Qualifications
1 172 (15.30%) Degree
2 68 (6.05%) OCP
2 68 (6.05%) Oracle Certification
3 53 (4.72%) Computer Science Degree
4 34 (3.02%) Security Cleared
5 26 (2.31%) SC Cleared
6 19 (1.69%) AWS Certification
7 7 (0.62%) DBS Check
8 3 (0.27%) Master's Degree
9 2 (0.18%) Microsoft Certification
Quality Assurance & Compliance
1 70 (6.23%) QA
2 50 (4.45%) Data Quality
3 14 (1.25%) GDPR
3 14 (1.25%) PCI DSS
4 6 (0.53%) Accessibility
System Software
1 563 (50.09%) Docker
2 54 (4.80%) Virtual Machines
3 46 (4.09%) Apache Flume
4 17 (1.51%) HDFS
5 2 (0.18%) Active Directory
5 2 (0.18%) VMware Infrastructure
6 1 (0.089%) OpenDJ
Systems Management
1 423 (37.63%) Kubernetes
2 415 (36.92%) Terraform
3 253 (22.51%) Ansible
4 185 (16.46%) Opscode Chef
5 163 (14.50%) Puppet
6 111 (9.88%) Prometheus
7 102 (9.07%) Kibana
8 100 (8.90%) logstash
9 76 (6.76%) Automic
9 76 (6.76%) Consul
10 63 (5.60%) Grafana
11 46 (4.09%) Oozie
12 29 (2.58%) Istio
13 24 (2.14%) Packer
14 23 (2.05%) Graphite
14 23 (2.05%) StatsD
15 7 (0.62%) Argo
16 5 (0.44%) Rancher
17 3 (0.27%) Single Sign-On
18 2 (0.18%) Salt
Vendors
1 119 (10.59%) Splunk
2 117 (10.41%) Databricks
3 114 (10.14%) Google
4 54 (4.80%) Microsoft
5 51 (4.54%) Cloudera
6 27 (2.40%) Dell
6 27 (2.40%) Foundry
6 27 (2.40%) Palantir
7 24 (2.14%) Salesforce.com
8 23 (2.05%) PagerDuty
9 21 (1.87%) Atlassian
9 21 (1.87%) Teradata
10 20 (1.78%) Datto
11 19 (1.69%) Hitachi
12 18 (1.60%) IBM
13 16 (1.42%) CA
14 14 (1.25%) Okta
14 14 (1.25%) Samsung
15 11 (0.98%) New Relic
16 10 (0.89%) AppDynamics