Period
to 20 July 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 20 July 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
20 Jul 2018
Same period 2017 Same period 2016
Rank 695 785 829
Rank change year-on-year +90 +44 +31
Contract jobs citing Amazon Kinesis 158 42 51
As % of all contract IT jobs advertised in England 0.17% 0.048% 0.050%
As % of the Cloud Services category 0.78% 0.33% 0.50%
Number of daily rates quoted 118 37 35
England median daily rate £550 £525 £488
Median daily rate % change year-on-year +4.76% +7.69% +16.77%
10th Percentile £443 £403 £388
90th Percentile £675 £648 £663
UK median daily rate £550 £525 £488
% change year-on-year +4.76% +7.69% +21.88%
Number of hourly rates quoted 1 0 0
England median hourly rate £80.50 - -
UK median hourly rate £80.50 - -

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 20,193 12,578 10,108
As % of all contract IT jobs advertised in England 21.25% 14.34% 9.94%
Number of daily rates quoted 13,918 8,606 7,103
England median daily rate £479 £463 £450
Median daily rate % change year-on-year +3.51% +2.78% +9.22%
10th Percentile £310 £275 £293
90th Percentile £638 £625 £600
UK median daily rate £475 £460 £450
% change year-on-year +3.26% +2.22% +10.43%
Number of hourly rates quoted 275 184 149
England median hourly rate £20.00 £20.50 £19.00
Median hourly rate % change year-on-year -2.44% +7.89% -15.56%
10th Percentile £12.50 £10.81 £11.62
90th Percentile £73.25 £62.93 £46.90
UK median hourly rate £19.00 £19.00 £19.00

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 20 July 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 20 July 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 +22 104 £563 +2.27% 15
East of England +26 25 £475 -5.00% 1
South East -5 19 £450 -10.00% 3
North West -12 4 £488 +39.29% 1
North of England -21 4 £488 +34.48% 1
Midlands - 4 £625 - 2
East Midlands - 2 £625 -
West Midlands - 2 £625 - 2
Amazon Kinesis
UK

For the 6 months to 20 July 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.

1 158 (100.00%) Amazon AWS
2 78 (49.37%) Amazon Redshift
3 75 (47.47%) AWS Lambda
3 75 (47.47%) Serverless
4 69 (43.67%) Big Data
5 66 (41.77%) Hadoop
6 65 (41.14%) Apache Spark
7 64 (40.51%) Java
8 63 (39.87%) Python
8 63 (39.87%) DevOps
9 53 (33.54%) Amazon EMR
10 49 (31.01%) Amazon EC2
11 48 (30.38%) Amazon S3
12 47 (29.75%) Amazon DynamoDB
12 47 (29.75%) Kafka
13 45 (28.48%) Agile Software Development
14 42 (26.58%) PostgreSQL
15 41 (25.95%) NoSQL
16 37 (23.42%) ETL
17 36 (22.78%) Data Warehouse
17 36 (22.78%) Analytics
17 36 (22.78%) Data Science
18 35 (22.15%) Amazon RDS
18 35 (22.15%) SQL
19 34 (21.52%) Amazon Athena
20 32 (20.25%) Scala
21 30 (18.99%) Apache
22 28 (17.72%) OO
22 28 (17.72%) Apache Hive
23 27 (17.09%) Software Engineering

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 65 (41.14%) Apache Spark
2 30 (18.99%) Apache
3 17 (10.76%) Elasticsearch
4 12 (7.59%) Apache Pig
5 10 (6.33%) Confluence
6 8 (5.06%) Apache Airflow
6 8 (5.06%) Luigi
6 8 (5.06%) Oracle Workflow
7 7 (4.43%) SAS
8 4 (2.53%) Tomcat
9 3 (1.90%) BizTalk Server
9 3 (1.90%) SharePoint
10 1 (0.63%) Apache Solr
10 1 (0.63%) Cloud Foundry
10 1 (0.63%) CMS
10 1 (0.63%) JBoss
10 1 (0.63%) WebLogic
Applications
1 1 (0.63%) Shockwave
Business Applications
1 3 (1.90%) Dynamics AX
1 3 (1.90%) Dynamics CRM
Cloud Services
1 158 (100.00%) Amazon AWS
2 75 (47.47%) AWS Lambda
2 75 (47.47%) Serverless
3 53 (33.54%) Amazon EMR
4 49 (31.01%) Amazon EC2
5 48 (30.38%) Amazon S3
6 27 (17.09%) AWS CloudFormation
7 19 (12.03%) Virtual Private Cloud
8 15 (9.49%) Amazon ELB
9 12 (7.59%) Microsoft Azure
10 10 (6.33%) Amazon ElastiCache
10 10 (6.33%) GitHub
11 8 (5.06%) Fastly
11 8 (5.06%) Heroku
12 7 (4.43%) Route 53
13 6 (3.80%) Amazon CloudWatch
13 6 (3.80%) AWS OpsWorks
13 6 (3.80%) CloudFront
13 6 (3.80%) Google Cloud Platform
14 5 (3.16%) AWS Elastic Beanstalk
Communications & Networking
1 5 (3.16%) DNS
2 3 (1.90%) SMS
3 1 (0.63%) HTTP
3 1 (0.63%) VLAN
3 1 (0.63%) VPN
Database & Business Intelligence
1 78 (49.37%) Amazon Redshift
2 69 (43.67%) Big Data
3 66 (41.77%) Hadoop
4 47 (29.75%) Amazon DynamoDB
5 42 (26.58%) PostgreSQL
6 41 (25.95%) NoSQL
7 36 (22.78%) Data Warehouse
8 35 (22.15%) Amazon RDS
9 34 (21.52%) Amazon Athena
10 28 (17.72%) Apache Hive
11 26 (16.46%) Data Lake
12 22 (13.92%) Redis
13 20 (12.66%) MySQL
14 19 (12.03%) Flink
15 14 (8.86%) Relational Database
16 13 (8.23%) Apache Cassandra
17 10 (6.33%) SQL Server
18 9 (5.70%) Amazon Aurora
18 9 (5.70%) Neo4j
19 8 (5.06%) Sqoop
Development Applications
1 23 (14.56%) Jenkins
2 12 (7.59%) Git (software)
3 11 (6.96%) CircleCI
4 10 (6.33%) JIRA
5 9 (5.70%) webpack
6 7 (4.43%) Mercurial
7 3 (1.90%) TeamCity
8 2 (1.27%) GitLab
8 2 (1.27%) Hudson
8 2 (1.27%) Travis CI
9 1 (0.63%) Atlassian Bamboo
9 1 (0.63%) Bitbucket
9 1 (0.63%) git-flow
9 1 (0.63%) Maven
9 1 (0.63%) Subversion
9 1 (0.63%) Visual Studio Team System
9 1 (0.63%) Xcode
General
1 26 (16.46%) Banking
1 26 (16.46%) Finance
2 5 (3.16%) Retail
3 3 (1.90%) Advertising
4 1 (0.63%) Back Office
4 1 (0.63%) Games
4 1 (0.63%) International Banking
4 1 (0.63%) Marketing
4 1 (0.63%) Publishing
4 1 (0.63%) Retail Banking
Job Titles
1 54 (34.18%) AWS Engineer
2 51 (32.28%) Data Engineer
3 42 (26.58%) Developer
4 27 (17.09%) Big Data Engineer
4 27 (17.09%) DevOps Engineer
5 26 (16.46%) Architect
6 19 (12.03%) AWS Architect
6 19 (12.03%) Data Architect
7 16 (10.13%) AWS DevOps
8 15 (9.49%) Big Data Architect
9 14 (8.86%) AWS DevOps Engineer
10 13 (8.23%) Cloud Engineer
11 11 (6.96%) Python Engineer
12 10 (6.33%) Java Developer
13 8 (5.06%) Big Data Developer
13 8 (5.06%) React Developer
13 8 (5.06%) Senior Developer
13 8 (5.06%) Senior DevOps
13 8 (5.06%) Senior DevOps Engineer
14 7 (4.43%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 47 (29.75%) Kafka
2 25 (15.82%) Node.js
3 21 (13.29%) Web Services
4 16 (10.13%) Sass
5 11 (6.96%) .NET
5 11 (6.96%) REST
6 10 (6.33%) JSON
7 9 (5.70%) GraphQL
7 9 (5.70%) Handlebars
7 9 (5.70%) MLlib
7 9 (5.70%) Spring
7 9 (5.70%) Spring Boot
8 8 (5.06%) AngularJS
8 8 (5.06%) RabbitMQ
8 8 (5.06%) VCL
9 7 (4.43%) CSS
9 7 (4.43%) CSS3
9 7 (4.43%) HTML
9 7 (4.43%) HTML5
9 7 (4.43%) LESS
Miscellaneous
1 11 (6.96%) User Experience
2 8 (5.06%) Fintech
3 6 (3.80%) Linux Command Line
4 5 (3.16%) Analytical Skills
4 5 (3.16%) Data Structures
4 5 (3.16%) Enterprise Software
5 4 (2.53%) Computer Science
5 4 (2.53%) Public Cloud
6 3 (1.90%) Cloud Native
6 3 (1.90%) Greenfield Project
6 3 (1.90%) NHS
6 3 (1.90%) Social Media
7 1 (0.63%) Clustering
7 1 (0.63%) Media Streaming
7 1 (0.63%) Mobile App
7 1 (0.63%) Self-Motivation
Operating Systems
1 22 (13.92%) Linux
2 9 (5.70%) Unix
3 5 (3.16%) Android
3 5 (3.16%) Apple iOS
4 2 (1.27%) Windows
5 1 (0.63%) CoreOS
5 1 (0.63%) Red Hat Enterprise Linux
5 1 (0.63%) Ubuntu
5 1 (0.63%) Windows Server
Processes & Methodologies
1 63 (39.87%) DevOps
2 45 (28.48%) Agile Software Development
3 37 (23.42%) ETL
4 36 (22.78%) Analytics
4 36 (22.78%) Data Science
5 28 (17.72%) OO
6 27 (17.09%) Software Engineering
7 20 (12.66%) Data Ingestion
8 19 (12.03%) Business Intelligence
8 19 (12.03%) Open Source
9 18 (11.39%) Continuous Integration
9 18 (11.39%) Data Integration
10 17 (10.76%) E-Commerce
10 17 (10.76%) Performance Tuning
11 16 (10.13%) Microservices
12 14 (8.86%) Data Engineering
12 14 (8.86%) TDD
13 13 (8.23%) Data Modelling
13 13 (8.23%) Pair Programming
13 13 (8.23%) Scrum
Programming Languages
1 64 (40.51%) Java
2 63 (39.87%) Python
3 35 (22.15%) SQL
4 32 (20.25%) Scala
5 21 (13.29%) C++
6 20 (12.66%) JavaScript
7 11 (6.96%) Shell Script
8 9 (5.70%) Bash Shell
9 7 (4.43%) C#
10 6 (3.80%) Java 8
11 4 (2.53%) Go
12 2 (1.27%) R
12 2 (1.27%) Ruby
13 1 (0.63%) AWK
13 1 (0.63%) C
13 1 (0.63%) Groovy
13 1 (0.63%) Objective-C
13 1 (0.63%) PHP
13 1 (0.63%) PowerShell
Qualifications
1 6 (3.80%) Degree
2 4 (2.53%) Computer Science Degree
3 1 (0.63%) AWS Certification
3 1 (0.63%) Master's Degree
3 1 (0.63%) PhD
3 1 (0.63%) SC Cleared
3 1 (0.63%) Security Cleared
Quality Assurance & Compliance
1 14 (8.86%) QA
2 12 (7.59%) Data Quality
3 3 (1.90%) GDPR
4 2 (1.27%) PMO
5 1 (0.63%) GCP
5 1 (0.63%) SLA
System Software
1 25 (15.82%) Apache Flume
2 15 (9.49%) Docker
3 7 (4.43%) HDFS
4 1 (0.63%) Apache ZooKeeper
Systems Management
1 25 (15.82%) Oozie
2 24 (15.19%) Terraform
3 16 (10.13%) Ansible
4 10 (6.33%) Opscode Chef
5 9 (5.70%) Consul
5 9 (5.70%) Packer
6 7 (4.43%) Grafana
6 7 (4.43%) Graphite
7 6 (3.80%) Puppet
8 5 (3.16%) linkerd
9 3 (1.90%) Kubernetes
9 3 (1.90%) Single Sign-On
10 1 (0.63%) Docker Swarm
10 1 (0.63%) Failover Clustering
10 1 (0.63%) Salt
Vendors
1 19 (12.03%) Oracle
2 9 (5.70%) Tableau
2 9 (5.70%) Talend
3 7 (4.43%) SAP
4 6 (3.80%) Google
5 5 (3.16%) Splunk
6 3 (1.90%) Solace
7 2 (1.27%) Cloudera
7 2 (1.27%) Hortonworks
7 2 (1.27%) MicroStrategy
8 1 (0.63%) Apple
8 1 (0.63%) Brightcove
8 1 (0.63%) Capita
8 1 (0.63%) Microsoft
8 1 (0.63%) SaltStack