Period
to 28 March 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 28 March 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 759 878 977
Rank change year-on-year +119 +99 +114
Permanent jobs citing Amazon Kinesis 217 200 198
As % of all permanent jobs advertised in England 0.20% 0.15% 0.12%
As % of the Cloud Services category 0.57% 0.53% 0.53%
Number of salaries quoted 181 138 171
Median annual salary £75,000 £72,500 £67,500
Median salary % change year-on-year +3.45% +7.41% +3.85%
10th Percentile £52,500 £51,250 £46,250
90th Percentile £95,000 £98,750 £87,500
UK median annual salary £75,000 £70,000 £67,500
% change year-on-year +7.14% +3.70% +3.85%

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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 37,890 37,999 37,303
As % of all permanent IT jobs advertised in England 34.60% 27.63% 22.61%
Number of salaries quoted 31,011 30,588 31,039
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £31,000 £30,750 £29,000
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Amazon Kinesis
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Salary Trend in England

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

Salary trend for Amazon Kinesis in England

Amazon Kinesis
Salary Histogram in England

Salary distribution for jobs citing Amazon Kinesis in England over the 6 months to 28 March 2020.

Salary histogram for Amazon Kinesis in England

Amazon Kinesis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 28 March 2020. 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
London +133 171 £80,000 +3.23% 18
North of England +79 23 £67,500 +3.85% 4
North West +44 16 £67,500 +3.85% 4
South East +53 15 £62,500 -19.35% 2
Yorkshire +45 7 £56,250 +12.50%
Midlands +30 6 £55,000 - 2
West Midlands +25 5 £55,000 +22.22% 2
East of England +53 2 £90,000 +14.29% 2
East Midlands +23 1 £55,000 -
Amazon Kinesis
UK

For the 6 months to 28 March 2020, 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 across the England region with a requirement for Amazon Kinesis.

1 213 (98.16%) AWS
2 141 (64.98%) Python
3 106 (48.85%) Serverless
4 102 (47.00%) AWS Lambda
5 94 (43.32%) Amazon DynamoDB
5 94 (43.32%) Amazon S3
6 90 (41.47%) Kafka
7 85 (39.17%) Amazon Athena
8 83 (38.25%) Scala
9 82 (37.79%) Apache Spark
10 77 (35.48%) Docker
11 75 (34.56%) Amazon Redshift
12 73 (33.64%) Big Data
13 70 (32.26%) Agile Software Development
14 69 (31.80%) Analytics
15 66 (30.41%) Kubernetes
15 66 (30.41%) Data Science
16 61 (28.11%) Java
17 56 (25.81%) SQL
17 56 (25.81%) Data Engineering
18 51 (23.50%) DevOps
19 49 (22.58%) Amazon SQS
20 46 (21.20%) Finance
21 45 (20.74%) ETL
21 45 (20.74%) Apache Cassandra
22 44 (20.28%) Azure
22 44 (20.28%) Amazon EMR
23 43 (19.82%) Amazon EC2
23 43 (19.82%) Node.js
24 42 (19.35%) NoSQL

Amazon Kinesis
Co-occurring IT Skills in England 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 82 (37.79%) Apache Spark
2 38 (17.51%) Elasticsearch
3 19 (8.76%) Apache
4 18 (8.29%) Confluence
5 7 (3.23%) Apache Airflow
6 2 (0.92%) JBoss
6 2 (0.92%) nginx
6 2 (0.92%) OpenStack
7 1 (0.46%) Jupyter
7 1 (0.46%) Oracle SOA Suite
7 1 (0.46%) Tomcat
7 1 (0.46%) WebLogic
Cloud Services
1 213 (98.16%) AWS
2 106 (48.85%) Serverless
3 102 (47.00%) AWS Lambda
4 94 (43.32%) Amazon S3
5 49 (22.58%) Amazon SQS
6 44 (20.28%) Amazon EMR
6 44 (20.28%) Azure
7 43 (19.82%) Amazon EC2
8 42 (19.35%) GCP
9 36 (16.59%) Amazon ECS
10 28 (12.90%) AWS CloudFormation
11 27 (12.44%) Amazon CloudWatch
12 18 (8.29%) PaaS
13 14 (6.45%) Amazon Glacier
14 12 (5.53%) GitHub
14 12 (5.53%) SaaS
15 10 (4.61%) Azure Data Factory
15 10 (4.61%) Power Platform
16 9 (4.15%) AWS Data Pipeline
16 9 (4.15%) AWS Elastic Beanstalk
Communications & Networking
1 17 (7.83%) HTTP
2 5 (2.30%) Network Security
3 2 (0.92%) DNS
3 2 (0.92%) SSL
4 1 (0.46%) Internet
Database & Business Intelligence
1 94 (43.32%) Amazon DynamoDB
2 85 (39.17%) Amazon Athena
3 75 (34.56%) Amazon Redshift
4 73 (33.64%) Big Data
5 45 (20.74%) Apache Cassandra
6 42 (19.35%) NoSQL
7 39 (17.97%) Hadoop
8 34 (15.67%) MongoDB
9 31 (14.29%) Data Warehouse
10 29 (13.36%) Amazon RDS
10 29 (13.36%) Apache Hive
11 27 (12.44%) Relational Database
12 25 (11.52%) Data Lake
13 24 (11.06%) PostgreSQL
13 24 (11.06%) RDBMS
14 23 (10.60%) BigQuery
15 22 (10.14%) MySQL
16 16 (7.37%) HBase
16 16 (7.37%) Pentaho
16 16 (7.37%) SQL Server
Development Applications
1 36 (16.59%) Git (software)
2 27 (12.44%) JIRA
3 15 (6.91%) Jenkins
4 11 (5.07%) Gradle
4 11 (5.07%) Maven
5 9 (4.15%) JUnit
6 8 (3.69%) Travis CI
7 6 (2.76%) Atlassian Bamboo
7 6 (2.76%) Bitbucket
7 6 (2.76%) JMeter
7 6 (2.76%) Newman
7 6 (2.76%) Postman
8 5 (2.30%) Artifactory
8 5 (2.30%) Gatling
8 5 (2.30%) Selenium
9 4 (1.84%) CircleCI
9 4 (1.84%) ERwin
10 3 (1.38%) Jasmine
11 2 (0.92%) Cypress.io
11 2 (0.92%) NUnit
General
1 46 (21.20%) Finance
2 11 (5.07%) Law
3 6 (2.76%) Telecoms
4 5 (2.30%) Retail
5 4 (1.84%) Automotive
5 4 (1.84%) Banking
5 4 (1.84%) Marketing
6 3 (1.38%) Back Office
7 2 (0.92%) Games
7 2 (0.92%) Public Sector
8 1 (0.46%) Advertising
8 1 (0.46%) Front Office
8 1 (0.46%) Publishing
Job Titles
1 80 (36.87%) Data Engineer
2 38 (17.51%) Developer
3 36 (16.59%) Architect
4 30 (13.82%) Data Architect
5 25 (11.52%) AWS Engineer
6 21 (9.68%) Senior Data Engineer
7 16 (7.37%) Consultant
8 14 (6.45%) Software Engineer
9 13 (5.99%) Python Engineer
10 12 (5.53%) Team Leader
11 11 (5.07%) Big Data Architect
11 11 (5.07%) Cloud Architect
12 9 (4.15%) AWS Developer
12 9 (4.15%) Big Data Engineer
12 9 (4.15%) DevOps Engineer
12 9 (4.15%) Python Developer
13 8 (3.69%) AWS Architect
13 8 (3.69%) Lead Architect
13 8 (3.69%) Principal Engineer
13 8 (3.69%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 90 (41.47%) Kafka
2 43 (19.82%) Node.js
3 31 (14.29%) Web Services
4 27 (12.44%) HTML
5 25 (11.52%) Elastic Stack
5 25 (11.52%) REST
6 24 (11.06%) CSS
7 21 (9.68%) RESTful
8 20 (9.22%) Akka
8 20 (9.22%) JSON
9 16 (7.37%) Scalaz
10 15 (6.91%) Lambda Expressions
11 13 (5.99%) RabbitMQ
12 12 (5.53%) Spring
13 9 (4.15%) Celery
13 9 (4.15%) Flask
13 9 (4.15%) Gearman
14 8 (3.69%) Apache NiFi
15 7 (3.23%) Pandas
15 7 (3.23%) Spring Boot
Miscellaneous
1 29 (13.36%) Analytical Skills
2 14 (6.45%) Data Structures
3 12 (5.53%) Algorithms
3 12 (5.53%) Cloud Native
3 12 (5.53%) Greenfield Project
4 7 (3.23%) User Experience
5 4 (1.84%) Public Cloud
6 3 (1.38%) Mobile App
7 2 (0.92%) Tandem
8 1 (0.46%) Analytical Mindset
8 1 (0.46%) Enterprise Software
8 1 (0.46%) Foreign Exchange (FX)
8 1 (0.46%) Marketing Technology
8 1 (0.46%) Reference Data
8 1 (0.46%) Self-Motivation
8 1 (0.46%) Social Media
8 1 (0.46%) Video\Live Streaming
Operating Systems
1 42 (19.35%) Linux
2 20 (9.22%) Unix
3 6 (2.76%) Android
3 6 (2.76%) Apple iOS
3 6 (2.76%) Windows
4 5 (2.30%) Embedded Linux
5 2 (0.92%) CentOS
5 2 (0.92%) Red Hat Enterprise Linux
Processes & Methodologies
1 70 (32.26%) Agile Software Development
2 69 (31.80%) Analytics
3 66 (30.41%) Data Science
4 56 (25.81%) Data Engineering
5 51 (23.50%) DevOps
6 45 (20.74%) ETL
7 41 (18.89%) Microservices
8 40 (18.43%) Machine Learning
9 39 (17.97%) Data Modelling
9 39 (17.97%) Test Automation
10 34 (15.67%) TDD
11 29 (13.36%) Business Intelligence
12 27 (12.44%) Mentoring
13 26 (11.98%) Computer Science
13 26 (11.98%) Continuous Integration
14 23 (10.60%) Software Engineering
15 22 (10.14%) Artificial Intelligence
16 20 (9.22%) Use Case
17 18 (8.29%) OO
18 16 (7.37%) Data Integration
Programming Languages
1 141 (64.98%) Python
2 83 (38.25%) Scala
3 61 (28.11%) Java
4 56 (25.81%) SQL
5 41 (18.89%) JavaScript
6 17 (7.83%) Bash Shell
7 14 (6.45%) Go
8 8 (3.69%) Java 8
8 8 (3.69%) TypeScript
9 7 (3.23%) C#
9 7 (3.23%) Kotlin
9 7 (3.23%) Shell Script
10 5 (2.30%) Objective-C
11 4 (1.84%) Ruby
11 4 (1.84%) T-SQL
12 2 (0.92%) ES6
12 2 (0.92%) Perl
12 2 (0.92%) PowerShell
12 2 (0.92%) RPG
13 1 (0.46%) C++
Qualifications
1 13 (5.99%) AWS Certification
1 13 (5.99%) Degree
2 10 (4.61%) Computer Science Degree
3 2 (0.92%) PMI Certification
3 2 (0.92%) PMP
3 2 (0.92%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (4.61%) GDPR
2 9 (4.15%) Data Quality
2 9 (4.15%) QA
3 5 (2.30%) PCI DSS
System Software
1 77 (35.48%) Docker
2 16 (7.37%) HDFS
3 5 (2.30%) Apache Flume
4 2 (0.92%) LXC
4 2 (0.92%) OpenSSH
5 1 (0.46%) Active Directory
5 1 (0.46%) Apache ZooKeeper
Systems Management
1 66 (30.41%) Kubernetes
2 31 (14.29%) Terraform
3 21 (9.68%) Kibana
4 20 (9.22%) logstash
5 17 (7.83%) Hadoop YARN
6 9 (4.15%) Puppet
7 8 (3.69%) Ansible
8 6 (2.76%) Istio
8 6 (2.76%) linkerd
8 6 (2.76%) Mesos
8 6 (2.76%) StatsD
9 5 (2.30%) Opscode Chef
10 4 (1.84%) Packer
10 4 (1.84%) Prometheus
11 3 (1.38%) Rancher
12 1 (0.46%) Consul
12 1 (0.46%) Grafana
12 1 (0.46%) Graphite
12 1 (0.46%) Marathon
Vendors
1 38 (17.51%) Google
2 26 (11.98%) Talend
3 24 (11.06%) Tableau
4 21 (9.68%) Informatica
5 20 (9.22%) Splunk
6 12 (5.53%) Databricks
7 8 (3.69%) Facebook
8 7 (3.23%) Ab Initio
9 6 (2.76%) SAP
10 4 (1.84%) Oracle
10 4 (1.84%) Solace
10 4 (1.84%) TIBCO
11 2 (0.92%) Cognizant
11 2 (0.92%) IBM
11 2 (0.92%) Vertica
12 1 (0.46%) Conga
12 1 (0.46%) Marketo
12 1 (0.46%) MuleSoft
12 1 (0.46%) PagerDuty
12 1 (0.46%) Salesforce.com