Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
South West > Bristol
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 161 200 -
Rank change year-on-year +39 - -
Permanent jobs citing Amazon Kinesis 36 1 0
As % of all permanent IT jobs advertised in Bristol 0.93% 0.026% -
As % of the Cloud Services category 5.43% 0.18% -
Number of salaries quoted 29 0 0
Bristol median annual salary £57,500 - -
South West median annual salary £58,750 - -

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 Bristol with a requirement for cloud computing skills.

All Cloud Skills
Bristol
Permanent vacancies with a requirement for cloud computing skills 663 558 329
As % of all permanent IT jobs advertised in Bristol 17.10% 14.48% 9.40%
Number of salaries quoted 543 481 280
Bristol median annual salary £46,500 £47,500 £47,500
Median salary % change year-on-year -2.11% - -5.00%
10th Percentile £27,500 £28,500 £26,250
90th Percentile £72,500 £72,500 £75,000
South West median annual salary £45,000 £44,000 £40,000
% change year-on-year +2.27% +10.00% -5.88%

Amazon Kinesis
Job Vacancy Trend in Bristol

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

Job vacancy trend for Amazon Kinesis in Bristol

Amazon Kinesis
Salary Trend in Bristol

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

Salary trend for Amazon Kinesis in Bristol

Amazon Kinesis
Salary Histogram in Bristol

The salary distribution of IT jobs citing Amazon Kinesis in Bristol over the 6 months to 22 July 2018.

Salary histogram for Amazon Kinesis in Bristol

For the 6 months to 22 July 2018, 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 Bristol region with a requirement for Amazon Kinesis.

1 36 (100.00%) Agile Software Development
1 36 (100.00%) Amazon AWS
1 36 (100.00%) Amazon Redshift
2 31 (86.11%) Big Data
3 29 (80.56%) Python
4 28 (77.78%) C#
4 28 (77.78%) Java
4 28 (77.78%) Scrum
5 26 (72.22%) Docker
5 26 (72.22%) DevOps
6 25 (69.44%) SQL
7 24 (66.67%) Hadoop
7 24 (66.67%) Microsoft Azure
8 22 (61.11%) Software Engineering
9 21 (58.33%) NoSQL
9 21 (58.33%) Apache Spark
10 20 (55.56%) ETL
11 17 (47.22%) Amazon S3
11 17 (47.22%) Pandas
12 16 (44.44%) Kafka
12 16 (44.44%) Amazon EC2
13 15 (41.67%) Visualisation
13 15 (41.67%) Scala
13 15 (41.67%) Data Visualisation
13 15 (41.67%) Apache Hive
13 15 (41.67%) Open Source
13 15 (41.67%) JIRA
13 15 (41.67%) Spotfire
13 15 (41.67%) Atlassian
13 15 (41.67%) Business Intelligence

Amazon Kinesis
Co-occurring IT Skills in Bristol 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 21 (58.33%) Apache Spark
2 15 (41.67%) Apache Pig
2 15 (41.67%) Elasticsearch
Cloud Services
1 36 (100.00%) Amazon AWS
2 24 (66.67%) Microsoft Azure
3 17 (47.22%) Amazon S3
4 16 (44.44%) Amazon EC2
5 15 (41.67%) Amazon EMR
5 15 (41.67%) GitHub
6 9 (25.00%) Cloud Computing
6 9 (25.00%) Google Cloud Platform
7 6 (16.67%) AWS Lambda
7 6 (16.67%) Serverless
Communications & Networking
1 9 (25.00%) SMS
2 5 (13.89%) MQTT
3 2 (5.56%) Internet
Database & Business Intelligence
1 36 (100.00%) Amazon Redshift
2 31 (86.11%) Big Data
3 24 (66.67%) Hadoop
4 21 (58.33%) NoSQL
5 15 (41.67%) Amazon Athena
5 15 (41.67%) Apache Hive
5 15 (41.67%) BigQuery
5 15 (41.67%) Impala
5 15 (41.67%) Power BI
5 15 (41.67%) Presto
5 15 (41.67%) Spotfire
6 14 (38.89%) Amazon DynamoDB
7 12 (33.33%) PostgreSQL
8 11 (30.56%) Redis
9 10 (27.78%) MongoDB
9 10 (27.78%) Neo4j
9 10 (27.78%) RDBMS
9 10 (27.78%) Relational Database
10 7 (19.44%) Apache Cassandra
11 2 (5.56%) SQL Server
Development Applications
1 15 (41.67%) JIRA
2 10 (27.78%) Octopus Deploy
2 10 (27.78%) TeamCity
General
1 7 (19.44%) Electronics
2 2 (5.56%) Finance
2 2 (5.56%) Manufacturing
3 1 (2.78%) Legal
Job Titles
1 27 (75.00%) AWS Engineer
2 21 (58.33%) Data Engineer
3 15 (41.67%) Hadoop Engineer
3 15 (41.67%) Senior Data Engineer
3 15 (41.67%) Senior Hadoop Engineer
4 7 (19.44%) .NET Software Engineer
4 7 (19.44%) C# Software Engineer
4 7 (19.44%) Software Engineer
5 6 (16.67%) AWS Software Engineer
6 4 (11.11%) Senior .NET Software Engineer
6 4 (11.11%) Senior C# Software Engineer
6 4 (11.11%) Senior Software Engineer
7 3 (8.33%) .NET Team Leader
7 3 (8.33%) Software Engineering Team Leader
7 3 (8.33%) Software Team Leader
7 3 (8.33%) Team Leader
8 2 (5.56%) Development Manager
8 2 (5.56%) Software Development Manager
8 2 (5.56%) Software Manager
9 1 (2.78%) Senior Developer
Libraries, Frameworks & Software Standards
1 17 (47.22%) Pandas
2 16 (44.44%) Kafka
3 15 (41.67%) MLlib
4 11 (30.56%) .NET
4 11 (30.56%) .NET Core
4 11 (30.56%) REST
5 10 (27.78%) Akka.NET
5 10 (27.78%) ASP.NET Web API
6 2 (5.56%) .NET Framework
6 2 (5.56%) Keras
6 2 (5.56%) NumPy
6 2 (5.56%) SciPy
6 2 (5.56%) TensorFlow
6 2 (5.56%) Theano
6 2 (5.56%) Velocity
7 1 (2.78%) gRPC
7 1 (2.78%) NHibernate
Miscellaneous
1 15 (41.67%) Clustering
2 7 (19.44%) User Experience
3 6 (16.67%) Algorithms
4 2 (5.56%) Internet of Things
5 1 (2.78%) Fintech
Operating Systems
1 1 (2.78%) Linux
1 1 (2.78%) Unix
1 1 (2.78%) Windows
1 1 (2.78%) Windows Server
Processes & Methodologies
1 36 (100.00%) Agile Software Development
2 28 (77.78%) Scrum
3 26 (72.22%) DevOps
4 22 (61.11%) Software Engineering
5 20 (55.56%) ETL
6 15 (41.67%) Analytics
6 15 (41.67%) Artificial Intelligence
6 15 (41.67%) Business Intelligence
6 15 (41.67%) Coaching
6 15 (41.67%) Data Analytics
6 15 (41.67%) Data Visualisation
6 15 (41.67%) Deployment Automation
6 15 (41.67%) MapReduce
6 15 (41.67%) Open Source
6 15 (41.67%) Visualisation
7 10 (27.78%) Continuous Integration
7 10 (27.78%) Data Engineering
7 10 (27.78%) Data Science
7 10 (27.78%) Use Case
8 9 (25.00%) Kanban
Programming Languages
1 29 (80.56%) Python
2 28 (77.78%) C#
2 28 (77.78%) Java
3 25 (69.44%) SQL
4 15 (41.67%) Scala
5 2 (5.56%) C++
5 2 (5.56%) JavaScript
System Software
1 26 (72.22%) Docker
Systems Management
1 10 (27.78%) Opscode Chef
Vendors
1 15 (41.67%) Atlassian
1 15 (41.67%) Tableau
2 9 (25.00%) Google