Period
to 17 January 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 17 January 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > Yorkshire
6 months to
17 Jan 2020
Same period 2019 Same period 2018
Rank 221 - -
Rank change year-on-year - - +325
Permanent jobs citing Amazon EMR 15 0 0
As % of all permanent IT jobs advertised in Yorkshire 0.25% - -
As % of the Cloud Services category 0.82% - -
Number of salaries quoted 14 0 0
Yorkshire median annual salary £55,000 - -
England median annual salary £72,500 £72,500 £71,250
% change year-on-year - +1.75% -5.00%

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 Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 1,836 1,835 1,510
As % of all permanent IT jobs advertised in Yorkshire 30.10% 24.79% 15.72%
Number of salaries quoted 1,530 1,524 1,283
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £28,000 £24,750
90th Percentile £70,000 £68,600 £63,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -

Amazon EMR
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Amazon EMR in Yorkshire

Amazon EMR
Salary Trend in Yorkshire

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

Salary trend for Amazon EMR in Yorkshire

Amazon EMR
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Amazon EMR in Yorkshire over the 6 months to 17 January 2020.

Salary histogram for Amazon EMR in Yorkshire

Amazon EMR
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the Yorkshire region over the 6 months to 17 January 2020. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire - 13 £55,000 -
South Yorkshire - 2 £52,500 -
Amazon EMR
England

For the 6 months to 17 January 2020, 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 Yorkshire region with a requirement for Amazon EMR.

1 14 (93.33%) Hadoop
2 12 (80.00%) NoSQL
2 12 (80.00%) Apache Spark
2 12 (80.00%) Scala
2 12 (80.00%) Data Engineering
3 11 (73.33%) Big Data
3 11 (73.33%) AWS
4 10 (66.67%) SQL
5 9 (60.00%) Java
5 9 (60.00%) ETL
5 9 (60.00%) Apache Hive
5 9 (60.00%) HDFS
5 9 (60.00%) Impala
6 8 (53.33%) Amazon S3
6 8 (53.33%) Analytics
6 8 (53.33%) Python
7 7 (46.67%) Data Ingestion
7 7 (46.67%) Digital Transformation Programme
7 7 (46.67%) Technical Leadership
7 7 (46.67%) Agile Software Development
7 7 (46.67%) Cloudera
7 7 (46.67%) Continuous Improvement
7 7 (46.67%) Mentoring
7 7 (46.67%) Coaching
7 7 (46.67%) ETL Development
8 6 (40.00%) Data Development
9 5 (33.33%) Kafka
10 4 (26.67%) Project Management
10 4 (26.67%) Data Modelling
10 4 (26.67%) Electronic Patient Records

Amazon EMR
Co-occurring IT Skills in Yorkshire 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 12 (80.00%) Apache Spark
Cloud Services
1 11 (73.33%) AWS
2 8 (53.33%) Amazon S3
3 3 (20.00%) AWS CloudFormation
4 2 (13.33%) Amazon Kinesis
4 2 (13.33%) Azure
4 2 (13.33%) GCP
Communications & Networking
1 2 (13.33%) TCP/IP
Database & Business Intelligence
1 14 (93.33%) Hadoop
2 12 (80.00%) NoSQL
3 11 (73.33%) Big Data
4 9 (60.00%) Apache Hive
4 9 (60.00%) Impala
5 4 (26.67%) Electronic Patient Records
6 3 (20.00%) PowerCenter
6 3 (20.00%) Sqoop
7 2 (13.33%) Amazon Athena
7 2 (13.33%) Amazon Redshift
7 2 (13.33%) Apache Cassandra
7 2 (13.33%) Data Warehouse
7 2 (13.33%) HBase
Development Applications
1 2 (13.33%) Gerrit
1 2 (13.33%) Git (software)
1 2 (13.33%) Jenkins
General
1 3 (20.00%) Advertising
1 3 (20.00%) Finance
Job Titles
1 13 (86.67%) Data Engineer
2 8 (53.33%) Senior Data Engineer
3 7 (46.67%) Big Data Engineer
4 2 (13.33%) Infrastructure Engineer
4 2 (13.33%) Principal Engineer
5 1 (6.67%) AWS Engineer
Libraries, Frameworks & Software Standards
1 5 (33.33%) Kafka
2 3 (20.00%) .NET
2 3 (20.00%) REST
2 3 (20.00%) Web Services
3 2 (13.33%) Elastic Stack
Miscellaneous
1 3 (20.00%) Management Information System
2 2 (13.33%) PMI
2 2 (13.33%) Tandem
Operating Systems
1 2 (13.33%) Linux
Processes & Methodologies
1 12 (80.00%) Data Engineering
2 9 (60.00%) ETL
3 8 (53.33%) Analytics
4 7 (46.67%) Agile Software Development
4 7 (46.67%) Coaching
4 7 (46.67%) Continuous Improvement
4 7 (46.67%) Data Ingestion
4 7 (46.67%) Digital Transformation Programme
4 7 (46.67%) ETL Development
4 7 (46.67%) Mentoring
4 7 (46.67%) Technical Leadership
5 6 (40.00%) Data Development
6 4 (26.67%) Data Modelling
6 4 (26.67%) Project Management
7 3 (20.00%) BDD
7 3 (20.00%) Collaborative Working
7 3 (20.00%) Data Management
7 3 (20.00%) Epics
7 3 (20.00%) Visualisation
8 2 (13.33%) Deployment Automation
Programming Languages
1 12 (80.00%) Scala
2 10 (66.67%) SQL
3 9 (60.00%) Java
4 8 (53.33%) Python
5 3 (20.00%) C#
5 3 (20.00%) JavaScript
Qualifications
1 2 (13.33%) PMI Certification
2 1 (6.67%) Computer Science Degree
2 1 (6.67%) Degree
System Software
1 9 (60.00%) HDFS
2 2 (13.33%) Docker
Systems Management
1 3 (20.00%) Terraform
2 2 (13.33%) Ansible
2 2 (13.33%) Hadoop YARN
2 2 (13.33%) Kubernetes
2 2 (13.33%) Mesos
2 2 (13.33%) Puppet
Vendors
1 7 (46.67%) Cloudera
2 3 (20.00%) Informatica