Period
to 29 July 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 29 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 551 653 873
Rank change year-on-year +102 +220 +90
Permanent jobs citing Amazon Kinesis 513 139 243
As % of all permanent jobs advertised in the UK 0.45% 0.20% 0.17%
As % of the Cloud Services category 1.06% 0.55% 0.56%
Number of salaries quoted 197 116 192
10th Percentile £46,500 £46,250 £52,750
25th Percentile £57,500 £55,000 £57,500
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% +11.11%
75th Percentile £90,000 £85,000 £87,500
90th Percentile £106,000 £106,250 £95,000
UK excluding London median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -

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 48,323 25,290 43,619
As % of all permanent IT jobs advertised in the UK 42.80% 36.65% 30.29%
Number of salaries quoted 34,785 20,893 35,814
10th Percentile £32,500 £32,500 £30,000
25th Percentile £42,500 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £77,500 £75,000 £73,750
90th Percentile £95,000 £93,750 £87,500
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 29 July 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 29 July 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 +107 478 £75,000 +7.14% 52
UK excluding London +89 262 £60,000 -7.69% 18
London +5 232 £82,500 +10.00% 35
South East +71 177 £80,000 -2.44% 2
Work from Home -198 56 £70,000 - 9
North of England -38 45 £60,000 -7.69% 5
Yorkshire -53 22 £50,000 -23.08% 1
North West -45 21 £63,750 -3.77% 4
Scotland -53 19 £72,500 -
Northern Ireland - 6 £50,750 -
Midlands -87 5 £70,000 +21.74% 6
South West - 5 £53,500 - 1
East of England - 5 £85,000 - 3
West Midlands -69 4 £70,000 +21.74% 3
North East - 2 £50,000 -
East Midlands -48 1 £57,500 - 2

For the 6 months to 29 July 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.

1 495 (96.49%) AWS
2 314 (61.21%) Kafka
3 304 (59.26%) Python
4 299 (58.28%) Java
5 287 (55.95%) Agile Software Development
6 265 (51.66%) Microservices
7 260 (50.68%) Software Engineering
8 258 (50.29%) Apache Spark
9 256 (49.90%) DevOps
10 242 (47.17%) Jenkins
10 242 (47.17%) Finance
11 223 (43.47%) Amazon DynamoDB
12 209 (40.74%) Relational Database
13 200 (38.99%) PostgreSQL
14 197 (38.40%) GCP
15 195 (38.01%) Spring
16 194 (37.82%) RabbitMQ
17 191 (37.23%) Degree
18 188 (36.65%) Node.js
18 188 (36.65%) React
19 187 (36.45%) Ansible
20 183 (35.67%) Computer Science
21 178 (34.70%) Linux
22 177 (34.50%) Banking
22 177 (34.50%) NoSQL
23 166 (32.36%) Full Stack Development
24 161 (31.38%) Digital Banking
24 161 (31.38%) Git (software)
25 159 (30.99%) Law
25 159 (30.99%) 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
1 258 (50.29%) Apache Spark
2 147 (28.65%) Apache
3 114 (22.22%) GemFire
4 57 (11.11%) Apache Airflow
5 48 (9.36%) Elasticsearch
6 39 (7.60%) Cloud Foundry
7 24 (4.68%) Luigi
8 19 (3.70%) Apache Pig
9 12 (2.34%) Apache Pulsar
10 3 (0.58%) SAS
11 2 (0.39%) Jupyter
12 1 (0.19%) Confluence
Business Applications
1 2 (0.39%) Sentinel
Cloud Services
1 495 (96.49%) AWS
2 197 (38.40%) GCP
3 153 (29.82%) Azure
4 150 (29.24%) Serverless
5 145 (28.27%) AWS Lambda
6 135 (26.32%) GitHub
7 91 (17.74%) Amazon S3
8 74 (14.42%) Amazon EC2
9 65 (12.67%) AWS CloudFormation
10 50 (9.75%) Amazon SQS
11 48 (9.36%) OpenShift
12 44 (8.58%) Amazon ECS
13 34 (6.63%) Amazon CloudWatch
14 30 (5.85%) Amazon EMR
15 24 (4.68%) Snowflake
16 21 (4.09%) SaaS
17 16 (3.12%) PaaS
18 15 (2.92%) Virtual Private Cloud
19 14 (2.73%) Amazon Cognito
19 14 (2.73%) Amazon ElastiCache
Communications & Networking
1 11 (2.14%) DNS
1 11 (2.14%) WebEx
2 6 (1.17%) HTTP
3 2 (0.39%) Cisco IPT
3 2 (0.39%) DHCP
3 2 (0.39%) Internet
4 1 (0.19%) Broadband
4 1 (0.19%) Firewall
4 1 (0.19%) Network Security
4 1 (0.19%) tcpdump
4 1 (0.19%) VPN
4 1 (0.19%) Wireshark
Database & Business Intelligence
1 223 (43.47%) Amazon DynamoDB
2 209 (40.74%) Relational Database
3 200 (38.99%) PostgreSQL
4 177 (34.50%) NoSQL
5 158 (30.80%) Big Data
6 157 (30.60%) HBase
7 153 (29.82%) MariaDB
8 129 (25.15%) Redis
9 109 (21.25%) Hadoop
10 64 (12.48%) Amazon Redshift
11 62 (12.09%) Amazon Athena
12 57 (11.11%) MySQL
13 43 (8.38%) Data Lake
14 41 (7.99%) Data Warehouse
15 33 (6.43%) BigQuery
16 31 (6.04%) RDBMS
17 27 (5.26%) Tableau
18 25 (4.87%) MongoDB
19 23 (4.48%) Flink
20 21 (4.09%) Presto
Development Applications
1 242 (47.17%) Jenkins
2 161 (31.38%) Git (software)
3 124 (24.17%) Artifactory
4 122 (23.78%) Cucumber
4 122 (23.78%) Sonatype Nexus
5 116 (22.61%) JUnit
6 114 (22.22%) Cypress.io
6 114 (22.22%) Protractor
7 113 (22.03%) Storybook
8 112 (21.83%) Gradle
9 107 (20.86%) Mockito
10 106 (20.66%) Eclipse
10 106 (20.66%) IntelliJ
11 50 (9.75%) SonarQube
12 32 (6.24%) GitLab
13 28 (5.46%) TeamCity
14 19 (3.70%) Octopus Deploy
15 17 (3.31%) IBM UrbanCode
15 17 (3.31%) Team Foundation Server
15 17 (3.31%) Travis CI
General
1 242 (47.17%) Finance
2 177 (34.50%) Banking
3 159 (30.99%) Inclusion and Diversity
3 159 (30.99%) Law
4 54 (10.53%) Social Skills
5 43 (8.38%) Presentation Skills
6 30 (5.85%) Analytical Skills
7 23 (4.48%) Games
8 10 (1.95%) Advertising
8 10 (1.95%) Retail
9 7 (1.36%) Public Sector
10 4 (0.78%) Czech Language
10 4 (0.78%) Influencing Skills
10 4 (0.78%) Retail Banking
11 3 (0.58%) Marketing
12 2 (0.39%) Manufacturing
13 1 (0.19%) Electronics
13 1 (0.19%) Organisational Skills
13 1 (0.19%) Telecoms
Job Titles
1 181 (35.28%) Software Engineer
2 117 (22.81%) Data Engineer
3 97 (18.91%) Principal Engineer
3 97 (18.91%) Principal Software Engineer
4 90 (17.54%) Developer
5 62 (12.09%) AWS Engineer
6 52 (10.14%) Senior Software Engineer
7 43 (8.38%) DevOps Engineer
8 34 (6.63%) Senior Data Engineer
9 29 (5.65%) Architect
10 28 (5.46%) Lead Developer
11 27 (5.26%) AWS DevOps
11 27 (5.26%) Lead Software Engineer
12 26 (5.07%) Java Engineer
13 25 (4.87%) AWS DevOps Engineer
14 23 (4.48%) AWS Developer
14 23 (4.48%) Senior Developer
15 22 (4.29%) Python Engineer
16 21 (4.09%) Java Developer
17 20 (3.90%) Software Developer
Libraries, Frameworks & Software Standards
1 314 (61.21%) Kafka
2 195 (38.01%) Spring
3 194 (37.82%) RabbitMQ
4 188 (36.65%) Node.js
4 188 (36.65%) React
5 158 (30.80%) RESTful
6 148 (28.85%) AngularJS
7 122 (23.78%) Play Framework
8 121 (23.59%) Express
8 121 (23.59%) Redux
9 117 (22.81%) Spark Streaming
10 116 (22.61%) CSS
11 114 (22.22%) Tailwind CSS
11 114 (22.22%) Twitter Bootstrap
12 110 (21.44%) JSON
13 109 (21.25%) REST
14 107 (20.86%) WireMock
15 103 (20.08%) Web Services
16 71 (13.84%) Spring Boot
17 67 (13.06%) LAPP Stack
Miscellaneous
1 106 (20.66%) Linux Command Line
2 86 (16.76%) User Experience
3 23 (4.48%) Greenfield Project
3 23 (4.48%) Mobile App
4 20 (3.90%) Blog
5 17 (3.31%) Cloud Native
6 16 (3.12%) Self-Motivation
7 12 (2.34%) Enterprise Software
8 11 (2.14%) Algorithms
8 11 (2.14%) Data Structures
8 11 (2.14%) Legacy Systems
9 10 (1.95%) Clustering
9 10 (1.95%) PlayStation
10 5 (0.97%) NHS
11 2 (0.39%) Management Information System
11 2 (0.39%) Renewable Energy
12 1 (0.19%) Data Centre
12 1 (0.19%) Equities
12 1 (0.19%) Hedge funds
12 1 (0.19%) Online Games
Operating Systems
1 178 (34.70%) Linux
2 158 (30.80%) Unix
3 32 (6.24%) Windows
4 17 (3.31%) Mesosphere
5 10 (1.95%) Windows Server
6 3 (0.58%) Mac OS
7 2 (0.39%) Apple iOS
7 2 (0.39%) Mac OS X
Processes & Methodologies
1 287 (55.95%) Agile Software Development
2 265 (51.66%) Microservices
3 260 (50.68%) Software Engineering
4 256 (49.90%) DevOps
5 183 (35.67%) Computer Science
6 166 (32.36%) Full Stack Development
7 161 (31.38%) Digital Banking
8 151 (29.43%) OO
9 137 (26.71%) High Availability
10 134 (26.12%) Business Continuity
11 131 (25.54%) Software Testing
12 127 (24.76%) Clean Code
12 127 (24.76%) Validation
13 125 (24.37%) Performance Monitoring
14 123 (23.98%) Multithreaded Programming
14 123 (23.98%) Multithreading
15 114 (22.22%) Cross-Browser Testing
15 114 (22.22%) Data Pipeline
16 113 (22.03%) Open Source
17 104 (20.27%) Continuous Integration
Programming Languages
1 304 (59.26%) Python
2 299 (58.28%) Java
3 117 (22.81%) SQL
4 113 (22.03%) Shell Script
5 106 (20.66%) Groovy
6 71 (13.84%) Go
7 65 (12.67%) JavaScript
8 52 (10.14%) Scala
9 31 (6.04%) C#
10 17 (3.31%) TypeScript
11 15 (2.92%) PowerShell
12 12 (2.34%) Rust
13 9 (1.75%) Bash Shell
13 9 (1.75%) C
13 9 (1.75%) VB.NET
14 8 (1.56%) R
15 7 (1.36%) Java 8
16 5 (0.97%) PHP
17 2 (0.39%) Java 11
18 1 (0.19%) C++
Qualifications
1 191 (37.23%) Degree
2 107 (20.86%) OCP
2 107 (20.86%) Oracle Certification
3 31 (6.04%) Computer Science Degree
4 8 (1.56%) AWS Certification
5 3 (0.58%) MBA
5 3 (0.58%) SC Cleared
5 3 (0.58%) Security Cleared
6 2 (0.39%) (ISC)2 CCSP
6 2 (0.39%) Cisco Certification
6 2 (0.39%) CISSP
7 1 (0.19%) FFIEC
7 1 (0.19%) SAS Certification
Quality Assurance & Compliance
1 17 (3.31%) QA
2 12 (2.34%) Data Quality
3 1 (0.19%) Accessibility
3 1 (0.19%) GLBA
3 1 (0.19%) NIST
3 1 (0.19%) PCI DSS
3 1 (0.19%) SLA
System Software
1 126 (24.56%) Docker
2 106 (20.66%) HDFS
3 79 (15.40%) VMware Infrastructure
4 4 (0.78%) Apache Flume
5 1 (0.19%) Active Directory
Systems Management
1 187 (36.45%) Ansible
2 151 (29.43%) Terraform
3 112 (21.83%) Kubernetes
4 42 (8.19%) Opscode Chef
5 29 (5.65%) Prometheus
6 23 (4.48%) Kibana
7 22 (4.29%) Puppet
8 17 (3.31%) Automic
8 17 (3.31%) Consul
8 17 (3.31%) logstash
9 12 (2.34%) Istio
10 7 (1.36%) Grafana
11 5 (0.97%) Oozie
12 1 (0.19%) Mesos
12 1 (0.19%) ZABBIX
Vendors
1 114 (22.22%) VMware
2 113 (22.03%) Okta
3 32 (6.24%) Databricks
4 28 (5.46%) Splunk
5 26 (5.07%) Google
6 14 (2.73%) Cloudera
7 12 (2.34%) Microsoft
8 11 (2.14%) Hortonworks
9 9 (1.75%) Oracle
10 7 (1.36%) Samsung
11 5 (0.97%) Remedy
12 4 (0.78%) IBM
12 4 (0.78%) LexisNexis
12 4 (0.78%) Pega
12 4 (0.78%) Salesforce.com
12 4 (0.78%) Teradata
13 3 (0.58%) Informatica
13 3 (0.58%) Intel
13 3 (0.58%) New Relic
13 3 (0.58%) NVIDIA