Period
to 8 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 8 December 2019 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
6 months to
8 Dec 2019
Same period 2018 Same period 2017
Rank 160 189 -
Rank change year-on-year +29 - -
Permanent jobs citing Amazon Kinesis 7 6 0
As % of all permanent IT jobs advertised in Leeds 0.23% 0.16% -
As % of the Cloud Services category 0.67% 0.63% -
Number of salaries quoted 4 6 0
Leeds median annual salary £55,000 £50,000 -
Median salary % change year-on-year +10.00% - -
West Yorkshire median annual salary £55,000 £50,000 -
% change year-on-year +10.00% - -

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 Leeds with a requirement for cloud computing skills.

All Cloud Skills
Leeds
Permanent vacancies with a requirement for cloud computing skills 1,045 954 693
As % of all permanent IT jobs advertised in Leeds 34.78% 26.08% 14.03%
Number of salaries quoted 879 826 584
Leeds median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £30,000 £27,500
90th Percentile £72,500 £70,000 £66,250
West Yorkshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Amazon Kinesis
Job Vacancy Trend in Leeds

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

Job vacancy trend for Amazon Kinesis in Leeds

Amazon Kinesis
Salary Trend in Leeds

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

Salary trend for Amazon Kinesis in Leeds

For the 6 months to 8 December 2019, 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 Leeds region with a requirement for Amazon Kinesis.

1 7 (100.00%) AWS
2 5 (71.43%) Scala
2 5 (71.43%) Java
2 5 (71.43%) Python
3 4 (57.14%) Data Warehouse
3 4 (57.14%) SQL
3 4 (57.14%) ETL
3 4 (57.14%) Amazon EC2
3 4 (57.14%) Amazon RDS
3 4 (57.14%) Amazon Redshift
3 4 (57.14%) Amazon Aurora
3 4 (57.14%) Amazon Athena
3 4 (57.14%) Data Science
4 3 (42.86%) Analytical Skills
4 3 (42.86%) Apache Spark
4 3 (42.86%) Hadoop YARN
4 3 (42.86%) HDFS
4 3 (42.86%) HBase
4 3 (42.86%) Apache Cassandra
4 3 (42.86%) NoSQL
4 3 (42.86%) Big Data
4 3 (42.86%) Kafka
4 3 (42.86%) Hadoop
4 3 (42.86%) Bash Shell
4 3 (42.86%) Apache Hive
4 3 (42.86%) Software Engineering
4 3 (42.86%) Data Modelling
5 2 (28.57%) JavaScript
5 2 (28.57%) T-SQL
5 2 (28.57%) Web Services

Amazon Kinesis
Co-occurring IT Skills in Leeds 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 3 (42.86%) Apache Spark
2 2 (28.57%) Confluence
3 1 (14.29%) OpenStack
Cloud Services
1 7 (100.00%) AWS
2 4 (57.14%) Amazon EC2
3 2 (28.57%) Amazon ELB
3 2 (28.57%) Amazon EMR
3 2 (28.57%) Amazon SageMaker
3 2 (28.57%) Amazon SQS
3 2 (28.57%) Virtual Private Cloud
4 1 (14.29%) Azure
4 1 (14.29%) GCP
Database & Business Intelligence
1 4 (57.14%) Amazon Athena
1 4 (57.14%) Amazon Aurora
1 4 (57.14%) Amazon RDS
1 4 (57.14%) Amazon Redshift
1 4 (57.14%) Data Warehouse
2 3 (42.86%) Apache Cassandra
2 3 (42.86%) Apache Hive
2 3 (42.86%) Big Data
2 3 (42.86%) Hadoop
2 3 (42.86%) HBase
2 3 (42.86%) NoSQL
3 2 (28.57%) Data Lake
3 2 (28.57%) Impala
3 2 (28.57%) Pentaho
3 2 (28.57%) Snowflake Schema
4 1 (14.29%) Flink
4 1 (14.29%) MongoDB
Development Applications
1 2 (28.57%) Bitbucket
1 2 (28.57%) JIRA
General
1 2 (28.57%) Finance
2 1 (14.29%) Public Sector
Job Titles
1 2 (28.57%) AWS Developer
1 2 (28.57%) Data Engineer
1 2 (28.57%) Developer
1 2 (28.57%) ETL Developer
2 1 (14.29%) Architect
2 1 (14.29%) Big Data Architect
2 1 (14.29%) Data Architect
Libraries, Frameworks & Software Standards
1 3 (42.86%) Kafka
2 2 (28.57%) Elastic Stack
2 2 (28.57%) Web Services
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Tandem
3 1 (14.29%) Public Cloud
Operating Systems
1 2 (28.57%) Linux
Processes & Methodologies
1 4 (57.14%) Data Science
1 4 (57.14%) ETL
2 3 (42.86%) Data Modelling
2 3 (42.86%) Software Engineering
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Analytics
3 2 (28.57%) Business Intelligence
3 2 (28.57%) Change Data Capture
3 2 (28.57%) Change Management
3 2 (28.57%) Continuous Delivery
3 2 (28.57%) Data Analysis
3 2 (28.57%) Data Development
3 2 (28.57%) Data Engineering
3 2 (28.57%) Data Integration
3 2 (28.57%) Data Management
3 2 (28.57%) Data Transformation
3 2 (28.57%) MapReduce
3 2 (28.57%) Project Management
3 2 (28.57%) Resource Management
4 1 (14.29%) Microservices
Programming Languages
1 5 (71.43%) Java
1 5 (71.43%) Python
1 5 (71.43%) Scala
2 4 (57.14%) SQL
3 3 (42.86%) Bash Shell
4 2 (28.57%) C#
4 2 (28.57%) JavaScript
4 2 (28.57%) Ruby
4 2 (28.57%) T-SQL
5 1 (14.29%) Go
5 1 (14.29%) Kotlin
5 1 (14.29%) Perl
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
System Software
1 3 (42.86%) HDFS
Systems Management
1 3 (42.86%) Hadoop YARN
2 2 (28.57%) Mesos
3 1 (14.29%) Kubernetes
Vendors
1 1 (14.29%) Tableau