Period
to 23 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 6 months to 23 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
South West > Bristol
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 163 188 -
Rank change year-on-year +25 - -
Permanent jobs citing Amazon EMR 8 6 0
As % of all permanent IT jobs advertised in Bristol 0.24% 0.16% -
As % of the Cloud Services category 1.08% 0.83% -
Number of salaries quoted 7 0 0
Bristol median annual salary £55,000 - -
South West median annual salary £55,000 £77,500 -
% change year-on-year -29.03% - -

Amazon EMR 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 741 725 609
As % of all permanent IT jobs advertised in Bristol 21.92% 19.65% 16.14%
Number of salaries quoted 661 591 505
Bristol median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - -5.00%
10th Percentile £25,500 £27,500 £30,100
90th Percentile £68,750 £72,500 £70,250
South West median annual salary £45,000 £45,000 £45,000

Amazon EMR
Job Vacancy Trend in Bristol

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

Job vacancy trend for Amazon EMR in Bristol

Amazon EMR
Salary Trend in Bristol

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

Salary trend for Amazon EMR in Bristol

Amazon EMR
Salary Histogram in Bristol

The salary distribution of IT jobs citing Amazon EMR in Bristol over the 6 months to 23 September 2019.

Salary histogram for Amazon EMR in Bristol

For the 6 months to 23 September 2019, IT jobs citing Amazon EMR 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 EMR.

1 8 (100.00%) Java
1 8 (100.00%) AWS
2 7 (87.50%) Amazon S3
3 5 (62.50%) Scala
3 5 (62.50%) Hadoop
3 5 (62.50%) Big Data
3 5 (62.50%) Apache Spark
3 5 (62.50%) Amazon Athena
4 4 (50.00%) Kafka
4 4 (50.00%) Apache Hive
4 4 (50.00%) NoSQL
4 4 (50.00%) Relational Database
4 4 (50.00%) ETL
4 4 (50.00%) Azure
4 4 (50.00%) Perl
4 4 (50.00%) SQL
4 4 (50.00%) Oracle
4 4 (50.00%) Unix
4 4 (50.00%) Python
4 4 (50.00%) RDBMS
4 4 (50.00%) Informatica
4 4 (50.00%) Finance
4 4 (50.00%) PostgreSQL
5 3 (37.50%) Replication
5 3 (37.50%) Clustering
5 3 (37.50%) Nagios
5 3 (37.50%) Configuration Management
5 3 (37.50%) Linux
5 3 (37.50%) MySQL
5 3 (37.50%) Ruby

Amazon EMR
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 5 (62.50%) Apache Spark
Cloud Services
1 8 (100.00%) AWS
2 7 (87.50%) Amazon S3
3 4 (50.00%) Azure
4 3 (37.50%) Amazon EC2
4 3 (37.50%) Amazon ELB
5 1 (12.50%) AWS Data Pipeline
Database & Business Intelligence
1 5 (62.50%) Amazon Athena
1 5 (62.50%) Big Data
1 5 (62.50%) Hadoop
2 4 (50.00%) Apache Hive
2 4 (50.00%) NoSQL
2 4 (50.00%) PostgreSQL
2 4 (50.00%) RDBMS
2 4 (50.00%) Relational Database
3 3 (37.50%) Amazon RDS
3 3 (37.50%) MariaDB
3 3 (37.50%) MongoDB
3 3 (37.50%) MySQL
4 2 (25.00%) Data Warehouse
5 1 (12.50%) Amazon Redshift
Development Applications
1 3 (37.50%) Git (software)
1 3 (37.50%) Subversion
General
1 4 (50.00%) Finance
Job Titles
1 4 (50.00%) Technical Leader
2 3 (37.50%) DevOps Engineer
2 3 (37.50%) Senior DevOps
2 3 (37.50%) Senior DevOps Engineer
3 2 (25.00%) Team Leader
3 2 (25.00%) Technical Team Leader
4 1 (12.50%) Data Engineer
4 1 (12.50%) Developer
4 1 (12.50%) Lead Developer
4 1 (12.50%) Technical Developer
Libraries, Frameworks & Software Standards
1 4 (50.00%) Kafka
2 3 (37.50%) ActiveMQ
2 3 (37.50%) RabbitMQ
3 1 (12.50%) Elastic Stack
Miscellaneous
1 3 (37.50%) Clustering
1 3 (37.50%) Linux Command Line
1 3 (37.50%) Replication
Operating Systems
1 4 (50.00%) Unix
2 3 (37.50%) Linux
Processes & Methodologies
1 4 (50.00%) ETL
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Configuration Management
2 3 (37.50%) DevOps
2 3 (37.50%) Load Balancing
2 3 (37.50%) SOA
2 3 (37.50%) Software Engineering
2 3 (37.50%) SQL Optimisation
2 3 (37.50%) Test Automation
3 2 (25.00%) Business Intelligence
3 2 (25.00%) SDLC
4 1 (12.50%) Data Science
Programming Languages
1 8 (100.00%) Java
2 5 (62.50%) Scala
3 4 (50.00%) Perl
3 4 (50.00%) Python
3 4 (50.00%) SQL
4 3 (37.50%) Go
4 3 (37.50%) Ruby
System Software
1 3 (37.50%) Docker
Systems Management
1 3 (37.50%) Docker Swarm
1 3 (37.50%) Kubernetes
1 3 (37.50%) Nagios
1 3 (37.50%) Opscode Chef
1 3 (37.50%) Prometheus
1 3 (37.50%) Puppet
1 3 (37.50%) Terraform
1 3 (37.50%) ZABBIX
Vendors
1 4 (50.00%) Informatica
1 4 (50.00%) Oracle