Period
to 23 October 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Amazon Kinesis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Kinesis over the 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Kinesis
UK > England
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 694 792 786
Rank change year-on-year +98 -6 +68
Contract jobs citing Amazon Kinesis 161 61 82
As % of all contract IT jobs advertised in England 0.17% 0.066% 0.084%
As % of the Cloud Services category 0.75% 0.41% 0.72%
Number of daily rates quoted 129 53 58
England median daily rate £550 £525 £500
Median daily rate % change year-on-year +4.76% +5.00% +12.99%
10th Percentile £463 £407 £406
90th Percentile £650 £625 £663
UK median daily rate £550 £525 £500
% change year-on-year +4.76% +5.00% +12.99%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

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

All Cloud Skills
England
Contract vacancies with a requirement for cloud computing skills 21,595 14,731 11,406
As % of all contract IT jobs advertised in England 22.84% 15.98% 11.68%
Number of daily rates quoted 15,027 10,234 7,889
England median daily rate £488 £475 £450
Median daily rate % change year-on-year +2.63% +5.56% +5.88%
10th Percentile £306 £273 £275
90th Percentile £650 £625 £600
UK median daily rate £480 £463 £450
% change year-on-year +3.78% +2.78% +8.43%
Number of hourly rates quoted 299 203 165
England median hourly rate £17.50 £20.00 £18.00
Median hourly rate % change year-on-year -12.50% +11.11% -18.18%
10th Percentile £11.25 £11.00 £11.70
90th Percentile £58.00 £63.75 £56.75
UK median hourly rate £17.50 £19.81 £17.88
% change year-on-year -11.67% +10.84% -18.08%

Amazon Kinesis
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon Kinesis in England.

Contractor daily rate trend for Amazon Kinesis in England

Amazon Kinesis
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon Kinesis in England over the 6 months to 23 October 2018.

Contractor daily rate histogram for Amazon Kinesis in England

Amazon Kinesis
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 23 October 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +49 106 £550 +4.76% 20
South East +12 26 £519 +3.75% 2
East of England +29 22 £500 - 1
North of England -10 5 £531 +77.08% 1
North West -12 3 £531 +77.08% 1
Yorkshire - 2 - -
Midlands - 1 £538 - 1
West Midlands - 1 £538 -
Amazon Kinesis
UK

For the 6 months to 23 October 2018, IT contractor 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 contract job ads across the England region with a requirement for Amazon Kinesis.

1 161 (100.00%) Amazon AWS
2 83 (51.55%) Java
2 83 (51.55%) AWS Lambda
2 83 (51.55%) Serverless
3 80 (49.69%) Python
4 75 (46.58%) Amazon S3
5 70 (43.48%) Amazon Redshift
6 67 (41.61%) Big Data
7 60 (37.27%) Apache Spark
8 56 (34.78%) Amazon EMR
9 55 (34.16%) Amazon EC2
10 53 (32.92%) DevOps
11 51 (31.68%) Agile Software Development
11 51 (31.68%) Amazon DynamoDB
12 48 (29.81%) Kafka
13 47 (29.19%) Hadoop
14 46 (28.57%) Scala
15 45 (27.95%) Node.js
16 41 (25.47%) Amazon RDS
17 39 (24.22%) Finance
18 38 (23.60%) Software Engineering
19 34 (21.12%) Web Services
19 34 (21.12%) Data Science
20 33 (20.50%) Amazon Athena
20 33 (20.50%) JavaScript
21 31 (19.25%) NoSQL
22 29 (18.01%) Redis
22 29 (18.01%) SQL
22 29 (18.01%) Terraform
23 28 (17.39%) OO

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 60 (37.27%) Apache Spark
2 26 (16.15%) Elasticsearch
3 23 (14.29%) Apache
4 12 (7.45%) Confluence
5 8 (4.97%) Tomcat
6 7 (4.35%) SAS
7 5 (3.11%) Apache Pig
8 4 (2.48%) Apache Airflow
8 4 (2.48%) Luigi
8 4 (2.48%) Oracle Workflow
9 3 (1.86%) BizTalk Server
9 3 (1.86%) SharePoint
10 1 (0.62%) Apache Solr
10 1 (0.62%) Cloud Foundry
10 1 (0.62%) CMS
10 1 (0.62%) Facebook Platform
Applications
1 1 (0.62%) Shockwave
Business Applications
1 3 (1.86%) Dynamics AX
1 3 (1.86%) Dynamics CRM
Cloud Services
1 161 (100.00%) Amazon AWS
2 83 (51.55%) AWS Lambda
2 83 (51.55%) Serverless
3 75 (46.58%) Amazon S3
4 56 (34.78%) Amazon EMR
5 55 (34.16%) Amazon EC2
6 22 (13.66%) AWS CloudFormation
7 16 (9.94%) Amazon ELB
8 15 (9.32%) GitHub
8 15 (9.32%) Virtual Private Cloud
9 12 (7.45%) AWS CodePipeline
9 12 (7.45%) Microsoft Azure
10 9 (5.59%) CloudFront
10 9 (5.59%) Heroku
11 8 (4.97%) Amazon CloudWatch
12 7 (4.35%) Fastly
13 6 (3.73%) Cloud Computing
14 5 (3.11%) Amazon ElastiCache
14 5 (3.11%) AWS CloudTrail
14 5 (3.11%) Route 53
Communications & Networking
1 9 (5.59%) DNS
2 3 (1.86%) HTTP
3 1 (0.62%) DSL
Database & Business Intelligence
1 70 (43.48%) Amazon Redshift
2 67 (41.61%) Big Data
3 51 (31.68%) Amazon DynamoDB
4 47 (29.19%) Hadoop
5 41 (25.47%) Amazon RDS
6 33 (20.50%) Amazon Athena
7 31 (19.25%) NoSQL
8 29 (18.01%) Redis
9 24 (14.91%) PostgreSQL
10 21 (13.04%) Apache Cassandra
10 21 (13.04%) Data Lake
10 21 (13.04%) MySQL
11 19 (11.80%) Data Warehouse
12 14 (8.70%) Amazon Aurora
13 12 (7.45%) Apache Hive
13 12 (7.45%) Impala
14 9 (5.59%) Amazon QuickSight
15 7 (4.35%) HBase
15 7 (4.35%) Neo4j
16 6 (3.73%) Sqoop
Development Applications
1 25 (15.53%) Git (software)
2 18 (11.18%) Jenkins
3 12 (7.45%) JIRA
4 11 (6.83%) Mercurial
5 7 (4.35%) CircleCI
5 7 (4.35%) webpack
6 4 (2.48%) Mocha
7 3 (1.86%) Bitbucket
8 2 (1.24%) Team Foundation Server
9 1 (0.62%) Cucumber
9 1 (0.62%) git-flow
9 1 (0.62%) GitLab
9 1 (0.62%) Gradle
9 1 (0.62%) gulp
9 1 (0.62%) Maven
9 1 (0.62%) Protractor
9 1 (0.62%) Selenium
9 1 (0.62%) TeamCity
9 1 (0.62%) Visual Studio Team System
9 1 (0.62%) Xcode
General
1 39 (24.22%) Finance
2 17 (10.56%) Banking
3 3 (1.86%) Advertising
3 3 (1.86%) Retail
4 1 (0.62%) Billing
4 1 (0.62%) Legal
4 1 (0.62%) Marketing
4 1 (0.62%) Publishing
Job Titles
1 58 (36.02%) Data Engineer
2 52 (32.30%) Developer
3 33 (20.50%) AWS Engineer
4 24 (14.91%) Architect
5 20 (12.42%) Big Data Engineer
6 16 (9.94%) AWS Architect
7 14 (8.70%) Data Architect
8 13 (8.07%) Java Developer
8 13 (8.07%) Senior Developer
9 12 (7.45%) DevOps Engineer
9 12 (7.45%) JavaScript Developer
10 11 (6.83%) React Developer
11 10 (6.21%) Big Data Architect
11 10 (6.21%) Java Developer - Fintech
11 10 (6.21%) Software Engineer
12 8 (4.97%) AWS Developer
12 8 (4.97%) Cloud Architect
13 7 (4.35%) Node.js Developer
14 6 (3.73%) Senior Data Engineer
14 6 (3.73%) Technical Architect
Libraries, Frameworks & Software Standards
1 48 (29.81%) Kafka
2 45 (27.95%) Node.js
3 34 (21.12%) Web Services
4 21 (13.04%) AngularJS
5 20 (12.42%) REST
6 18 (11.18%) RabbitMQ
6 18 (11.18%) Sass
7 14 (8.70%) .NET
7 14 (8.70%) Spring
7 14 (8.70%) Spring Boot
8 12 (7.45%) CSS
8 12 (7.45%) CSS3
8 12 (7.45%) HTML
8 12 (7.45%) HTML5
8 12 (7.45%) Lambda Expressions
9 11 (6.83%) LESS
10 9 (5.59%) React
11 8 (4.97%) ActiveMQ
12 7 (4.35%) JSON
12 7 (4.35%) VCL
Miscellaneous
1 26 (16.15%) Fintech
2 13 (8.07%) User Experience
3 6 (3.73%) Algorithms
3 6 (3.73%) Analytical Skills
3 6 (3.73%) Computer Science
4 5 (3.11%) Enterprise Software
5 4 (2.48%) Public Cloud
5 4 (2.48%) Self-Motivation
6 3 (1.86%) Data Centre
6 3 (1.86%) Greenfield Project
7 1 (0.62%) Data Structures
7 1 (0.62%) Linux Command Line
7 1 (0.62%) Management Information System
7 1 (0.62%) Media Streaming
7 1 (0.62%) Mobile App
7 1 (0.62%) NHS
7 1 (0.62%) Reference Data
7 1 (0.62%) Smartphone
Operating Systems
1 24 (14.91%) Linux
2 7 (4.35%) Unix
3 3 (1.86%) Android
3 3 (1.86%) Apple iOS
4 2 (1.24%) Windows
Processes & Methodologies
1 53 (32.92%) DevOps
2 51 (31.68%) Agile Software Development
3 38 (23.60%) Software Engineering
4 34 (21.12%) Data Science
5 28 (17.39%) OO
6 27 (16.77%) ETL
7 26 (16.15%) Analytics
8 20 (12.42%) TDD
9 18 (11.18%) Pair Programming
10 17 (10.56%) Microservices
11 16 (9.94%) BDD
11 16 (9.94%) Continuous Integration
11 16 (9.94%) OOP
11 16 (9.94%) Scrum
12 15 (9.32%) Functional Programming
12 15 (9.32%) Unit Testing
13 14 (8.70%) CRM
14 13 (8.07%) User Stories
15 12 (7.45%) Functional Testing
15 12 (7.45%) Kanban
Programming Languages
1 83 (51.55%) Java
2 80 (49.69%) Python
3 46 (28.57%) Scala
4 33 (20.50%) JavaScript
5 29 (18.01%) SQL
6 17 (10.56%) C++
7 12 (7.45%) Java 8
8 9 (5.59%) Ruby
9 6 (3.73%) Bash Shell
10 5 (3.11%) ES6
11 4 (2.48%) C#
11 4 (2.48%) PowerShell
11 4 (2.48%) TypeScript
12 3 (1.86%) PL/SQL
13 2 (1.24%) Groovy
13 2 (1.24%) R
13 2 (1.24%) T-SQL
14 1 (0.62%) C
14 1 (0.62%) PHP
14 1 (0.62%) Shell Script
Qualifications
1 8 (4.97%) Degree
2 2 (1.24%) AWS Certification
2 2 (1.24%) Computer Science Degree
Quality Assurance & Compliance
1 15 (9.32%) QA
2 9 (5.59%) Data Quality
3 4 (2.48%) GDPR
4 1 (0.62%) SLA
System Software
1 24 (14.91%) Docker
2 13 (8.07%) Apache Flume
3 6 (3.73%) HDFS
4 2 (1.24%) Virtual Machines
5 1 (0.62%) Virtual Servers
Systems Management
1 29 (18.01%) Terraform
2 12 (7.45%) Ansible
2 12 (7.45%) Oozie
3 10 (6.21%) linkerd
4 9 (5.59%) Opscode Chef
5 8 (4.97%) Puppet
5 8 (4.97%) Single Sign-On
6 7 (4.35%) Grafana
6 7 (4.35%) Graphite
6 7 (4.35%) Kubernetes
7 5 (3.11%) Packer
8 3 (1.86%) Consul
9 1 (0.62%) Istio
Vendors
1 19 (11.80%) Oracle
2 9 (5.59%) SAP
3 8 (4.97%) Solace
4 7 (4.35%) Tableau
5 6 (3.73%) Cloudera
5 6 (3.73%) Splunk
5 6 (3.73%) Talend
6 5 (3.11%) Hortonworks
7 3 (1.86%) MicroStrategy
8 2 (1.24%) Google
9 1 (0.62%) Ab Initio
9 1 (0.62%) Apple
9 1 (0.62%) Brightcove
9 1 (0.62%) Databricks
9 1 (0.62%) Facebook
9 1 (0.62%) Informatica
9 1 (0.62%) MapR
9 1 (0.62%) Pegasus
9 1 (0.62%) Salesforce.com
9 1 (0.62%) Teradata