Period
to 16 February 2020

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 16 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
16 Feb 2020
Same period 2019 Same period 2018
Rank 745 936 1014
Rank change year-on-year +191 +78 +102
Permanent jobs citing Amazon Kinesis 265 189 199
As % of all permanent IT jobs advertised in the UK 0.22% 0.13% 0.11%
As % of the Cloud Services category 0.64% 0.47% 0.53%
Number of salaries quoted 218 126 165
UK median annual salary £75,000 £76,250 £70,000
Median salary % change year-on-year -1.64% +8.93% +7.69%
10th Percentile £53,750 £42,500 £46,450
90th Percentile £95,000 £98,750 £97,500
UK excluding London median annual salary £62,500 £65,000 £50,000
% change year-on-year -3.85% +30.00% -13.04%

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 41,491 39,996 37,870
As % of all permanent IT jobs advertised in the UK 33.89% 26.56% 21.51%
Number of salaries quoted 33,746 31,891 31,361
UK median annual salary £55,000 £55,000 £51,500
Median salary % change year-on-year - +6.80% +3.00%
10th Percentile £30,000 £30,000 £28,000
90th Percentile £91,250 £86,250 £81,250
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Amazon Kinesis
Job Vacancy Trend

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

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Kinesis.

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

The salary distribution of IT jobs citing Amazon Kinesis over the 6 months to 16 February 2020.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 12 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 16 February 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
England +181 249 £80,000 - 42
London +160 203 £80,000 - 29
UK excluding London +88 62 £62,500 -3.85% 19
North of England +58 24 £60,000 +20.00%
North West +48 17 £67,500 +12.50%
South East +60 15 £65,000 -23.53% 9
Scotland +44 13 £65,000 - 2
Yorkshire +38 7 £55,000 +10.00%
West Midlands +9 4 £48,750 -42.65% 1
Midlands +7 4 £48,750 -42.65% 2
Wales - 3 £55,000 - 3
East of England - 3 £85,000 - 1

For the 6 months to 16 February 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 with a requirement for Amazon Kinesis.

1 260 (98.11%) AWS
2 167 (63.02%) Python
3 142 (53.58%) Serverless
4 138 (52.08%) Amazon S3
5 137 (51.70%) AWS Lambda
6 128 (48.30%) Amazon DynamoDB
7 106 (40.00%) Amazon Athena
8 105 (39.62%) Docker
9 97 (36.60%) Agile Software Development
10 93 (35.09%) Kubernetes
11 92 (34.72%) Kafka
12 90 (33.96%) Apache Spark
13 88 (33.21%) Amazon Redshift
14 85 (32.08%) Scala
15 83 (31.32%) Big Data
16 78 (29.43%) Data Science
17 72 (27.17%) Node.js
18 68 (25.66%) Data Engineering
19 67 (25.28%) DevOps
19 67 (25.28%) Java
20 64 (24.15%) Analytics
21 61 (23.02%) JavaScript
22 60 (22.64%) Linux
23 59 (22.26%) Amazon SQS
24 58 (21.89%) Azure
25 57 (21.51%) Amazon CloudWatch
26 56 (21.13%) Machine Learning
26 56 (21.13%) Apache Cassandra
27 55 (20.75%) Amazon EC2
27 55 (20.75%) Amazon ECS

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 90 (33.96%) Apache Spark
2 52 (19.62%) Elasticsearch
3 23 (8.68%) Apache
4 17 (6.42%) Confluence
5 11 (4.15%) nginx
6 5 (1.89%) Apache Airflow
7 2 (0.75%) JBoss
7 2 (0.75%) Jupyter
7 2 (0.75%) OpenStack
7 2 (0.75%) Oracle SOA Suite
Cloud Services
1 260 (98.11%) AWS
2 142 (53.58%) Serverless
3 138 (52.08%) Amazon S3
4 137 (51.70%) AWS Lambda
5 59 (22.26%) Amazon SQS
6 58 (21.89%) Azure
7 57 (21.51%) Amazon CloudWatch
8 55 (20.75%) Amazon EC2
8 55 (20.75%) Amazon ECS
9 52 (19.62%) GCP
10 50 (18.87%) Amazon EMR
11 42 (15.85%) AWS CloudFormation
12 34 (12.83%) PaaS
13 19 (7.17%) SaaS
14 14 (5.28%) Amazon Glacier
14 14 (5.28%) Azure Data Factory
14 14 (5.28%) GitHub
15 12 (4.53%) AWS Elastic Beanstalk
16 9 (3.40%) AWS Data Pipeline
16 9 (3.40%) CloudFront
Communications & Networking
1 26 (9.81%) HTTP
2 6 (2.26%) Network Security
2 6 (2.26%) SSL
3 2 (0.75%) DNS
4 1 (0.38%) Internet
4 1 (0.38%) MQTT
Database & Business Intelligence
1 128 (48.30%) Amazon DynamoDB
2 106 (40.00%) Amazon Athena
3 88 (33.21%) Amazon Redshift
4 83 (31.32%) Big Data
5 56 (21.13%) Apache Cassandra
6 47 (17.74%) Hadoop
6 47 (17.74%) NoSQL
7 41 (15.47%) MongoDB
8 33 (12.45%) Data Lake
8 33 (12.45%) PostgreSQL
8 33 (12.45%) Relational Database
9 32 (12.08%) Apache Hive
10 30 (11.32%) Amazon RDS
10 30 (11.32%) RDBMS
11 29 (10.94%) Data Warehouse
11 29 (10.94%) MySQL
12 20 (7.55%) BigQuery
12 20 (7.55%) Redis
13 18 (6.79%) HBase
14 17 (6.42%) Impala
Development Applications
1 44 (16.60%) Git (software)
2 28 (10.57%) JIRA
3 21 (7.92%) Jenkins
4 13 (4.91%) Gradle
4 13 (4.91%) Maven
5 10 (3.77%) JUnit
6 8 (3.02%) Artifactory
6 8 (3.02%) Atlassian Bamboo
6 8 (3.02%) Gatling
6 8 (3.02%) Travis CI
7 6 (2.26%) Bitbucket
7 6 (2.26%) CircleCI
7 6 (2.26%) Cucumber
7 6 (2.26%) JMeter
7 6 (2.26%) Newman
7 6 (2.26%) Postman
7 6 (2.26%) webpack
8 4 (1.51%) ERwin
8 4 (1.51%) Jasmine
8 4 (1.51%) Subversion
General
1 51 (19.25%) Finance
2 10 (3.77%) Law
3 5 (1.89%) Marketing
3 5 (1.89%) Retail
3 5 (1.89%) Telecoms
4 4 (1.51%) Automotive
5 3 (1.13%) Back Office
5 3 (1.13%) Banking
6 2 (0.75%) Publishing
7 1 (0.38%) Front Office
7 1 (0.38%) Games
7 1 (0.38%) Public Sector
Job Titles
1 80 (30.19%) Data Engineer
2 52 (19.62%) Developer
3 41 (15.47%) Architect
4 34 (12.83%) Data Architect
5 27 (10.19%) AWS Engineer
6 26 (9.81%) Consultant
7 23 (8.68%) Senior Data Engineer
8 18 (6.79%) Python Engineer
9 15 (5.66%) Cloud Architect
9 15 (5.66%) DevOps Engineer
10 14 (5.28%) Team Leader
11 12 (4.53%) Senior DevOps
11 12 (4.53%) Senior DevOps Engineer
11 12 (4.53%) Software Engineer
12 11 (4.15%) AWS Architect
12 11 (4.15%) Senior Consultant
13 10 (3.77%) Big Data Architect
13 10 (3.77%) Python Developer
14 9 (3.40%) Big Data Engineer
14 9 (3.40%) Java Developer
Libraries, Frameworks & Software Standards
1 92 (34.72%) Kafka
2 72 (27.17%) Node.js
3 51 (19.25%) Web Services
4 46 (17.36%) HTML
5 44 (16.60%) CSS
6 36 (13.58%) Elastic Stack
7 30 (11.32%) Akka
7 30 (11.32%) REST
8 26 (9.81%) JSON
9 22 (8.30%) Scalaz
10 21 (7.92%) RESTful
11 20 (7.55%) Spring
12 19 (7.17%) RabbitMQ
13 16 (6.04%) Lambda Expressions
14 11 (4.15%) Celery
14 11 (4.15%) Gearman
15 10 (3.77%) Pandas
16 9 (3.40%) Flask
16 9 (3.40%) Memcached
16 9 (3.40%) NumPy
Miscellaneous
1 27 (10.19%) Analytical Skills
2 19 (7.17%) Algorithms
3 16 (6.04%) Greenfield Project
4 15 (5.66%) Data Structures
5 13 (4.91%) Cloud Native
6 12 (4.53%) User Experience
7 5 (1.89%) Mobile App
8 4 (1.51%) Public Cloud
8 4 (1.51%) Social Media
9 2 (0.75%) Tandem
10 1 (0.38%) Enterprise Software
10 1 (0.38%) Foreign Exchange (FX)
10 1 (0.38%) Hybrid Cloud
10 1 (0.38%) Marketing Technology
10 1 (0.38%) Private Cloud
10 1 (0.38%) Raspberry Pi
10 1 (0.38%) Reference Data
10 1 (0.38%) Self-Motivation
10 1 (0.38%) Video\Live Streaming
Operating Systems
1 60 (22.64%) Linux
2 23 (8.68%) Unix
3 9 (3.40%) Android
3 9 (3.40%) Apple iOS
3 9 (3.40%) Windows
4 8 (3.02%) Embedded Linux
5 6 (2.26%) CentOS
5 6 (2.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (36.60%) Agile Software Development
2 78 (29.43%) Data Science
3 68 (25.66%) Data Engineering
4 67 (25.28%) DevOps
5 64 (24.15%) Analytics
6 56 (21.13%) Machine Learning
7 48 (18.11%) Microservices
8 45 (16.98%) Test Automation
9 44 (16.60%) ETL
10 42 (15.85%) Data Modelling
11 39 (14.72%) TDD
12 36 (13.58%) Continuous Integration
13 33 (12.45%) Computer Science
13 33 (12.45%) Mentoring
14 27 (10.19%) Artificial Intelligence
15 26 (9.81%) Business Intelligence
15 26 (9.81%) Software Engineering
16 22 (8.30%) Functional Programming
17 21 (7.92%) Use Case
18 20 (7.55%) OO
Programming Languages
1 167 (63.02%) Python
2 85 (32.08%) Scala
3 67 (25.28%) Java
4 61 (23.02%) JavaScript
5 51 (19.25%) SQL
6 24 (9.06%) Go
7 23 (8.68%) Bash Shell
8 14 (5.28%) Java 8
9 10 (3.77%) Kotlin
10 9 (3.40%) TypeScript
11 8 (3.02%) ES6
11 8 (3.02%) Objective-C
12 7 (2.64%) Shell Script
13 6 (2.26%) C#
14 3 (1.13%) Ruby
14 3 (1.13%) T-SQL
15 2 (0.75%) Perl
15 2 (0.75%) PowerShell
15 2 (0.75%) RPG
16 1 (0.38%) C++
Qualifications
1 14 (5.28%) AWS Certification
2 13 (4.91%) Degree
3 11 (4.15%) Computer Science Degree
4 2 (0.75%) PMI Certification
4 2 (0.75%) PMP
4 2 (0.75%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (3.40%) Data Quality
2 8 (3.02%) GDPR
2 8 (3.02%) PCI DSS
2 8 (3.02%) QA
System Software
1 105 (39.62%) Docker
2 18 (6.79%) HDFS
3 6 (2.26%) OpenSSH
4 5 (1.89%) Apache Flume
5 2 (0.75%) LXC
6 1 (0.38%) Active Directory
Systems Management
1 93 (35.09%) Kubernetes
2 39 (14.72%) Terraform
3 34 (12.83%) Kibana
4 33 (12.45%) logstash
5 18 (6.79%) Hadoop YARN
6 14 (5.28%) Puppet
7 12 (4.53%) Rancher
7 12 (4.53%) StatsD
8 9 (3.40%) Istio
8 9 (3.40%) linkerd
9 8 (3.02%) Packer
10 6 (2.26%) Opscode Chef
10 6 (2.26%) Prometheus
11 5 (1.89%) Ansible
12 3 (1.13%) Mesos
13 1 (0.38%) Grafana
13 1 (0.38%) Graphite
Vendors
1 43 (16.23%) Google
2 38 (14.34%) Splunk
3 23 (8.68%) Tableau
3 23 (8.68%) Talend
4 21 (7.92%) Informatica
5 16 (6.04%) Databricks
6 6 (2.26%) SAP
7 5 (1.89%) Ab Initio
7 5 (1.89%) Facebook
8 4 (1.51%) Oracle
8 4 (1.51%) Solace
8 4 (1.51%) TIBCO
9 2 (0.75%) Conga
9 2 (0.75%) DocuSign
9 2 (0.75%) IBM
9 2 (0.75%) Marketo
9 2 (0.75%) MuleSoft
9 2 (0.75%) Salesforce.com
9 2 (0.75%) Vertica
9 2 (0.75%) Workday