Period
to 10 December 2018

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire with a requirement for Amazon EMR skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EMR over the 6 months to 10 December 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 Elastic MapReduce (Amazon EMR)
East of England > Bedfordshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 46 58 -
Rank change year-on-year +12 - -
Contract jobs citing Amazon EMR 9 6 0
As % of all contract IT jobs advertised in Bedfordshire 1.66% 0.90% -
As % of the Cloud Services category 6.25% 4.26% -
Number of daily rates quoted 6 3 0
Bedfordshire median daily rate £550 £630 -
Median daily rate % change year-on-year -12.70% - -
East of England median daily rate £538 £630 -
% change year-on-year -14.68% - -
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - - -

Amazon EMR 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 Bedfordshire with a requirement for cloud computing skills.

All Cloud Skills
Bedfordshire
Contract vacancies with a requirement for cloud computing skills 144 141 77
As % of all contract IT jobs advertised in Bedfordshire 26.52% 21.27% 12.20%
Number of daily rates quoted 115 84 48
Bedfordshire median daily rate £440 £409 £413
Median daily rate % change year-on-year +7.65% -0.91% +3.13%
10th Percentile £223 £127 £363
90th Percentile £586 £605 £631
East of England median daily rate £436 £450 £410
% change year-on-year -3.06% +9.76% +2.50%
Number of hourly rates quoted 4 0 1
Bedfordshire median hourly rate £18.88 - £12.00
10th Percentile £14.87 - £11.50
90th Percentile £30.58 - £12.50
East of England median hourly rate £17.50 £62.50 £16.00
% change year-on-year -72.00% +290.63% -46.67%

Amazon EMR
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Amazon EMR in Bedfordshire

Amazon EMR
Contractor Daily Rate Trend in Bedfordshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon EMR in Bedfordshire.

Contractor daily rate trend for Amazon EMR in Bedfordshire

Amazon EMR
Contract Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EMR within the Bedfordshire region over the 6 months to 10 December 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
Luton +2 9 £550 -11.65%
Amazon EMR
East of England

For the 6 months to 10 December 2018, IT contractor 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 contract job ads across the Bedfordshire region with a requirement for Amazon EMR.

1 9 (100.00%) Amazon AWS
2 8 (88.89%) Big Data
2 8 (88.89%) Data Science
3 7 (77.78%) Apache Spark
3 7 (77.78%) Amazon Kinesis
3 7 (77.78%) Python
4 6 (66.67%) Amazon EC2
4 6 (66.67%) Hadoop
5 5 (55.56%) Amazon Athena
5 5 (55.56%) Amazon RDS
5 5 (55.56%) Amazon Redshift
5 5 (55.56%) OO
5 5 (55.56%) C++
5 5 (55.56%) Java
5 5 (55.56%) Oracle
6 4 (44.44%) SQL
6 4 (44.44%) Scala
7 3 (33.33%) .NET
7 3 (33.33%) J2EE
7 3 (33.33%) SAP
7 3 (33.33%) BusinessObjects
7 3 (33.33%) BizTalk Server
7 3 (33.33%) CRM
7 3 (33.33%) SharePoint
7 3 (33.33%) Business Intelligence
7 3 (33.33%) Analytics
7 3 (33.33%) Dynamics CRM
7 3 (33.33%) Dynamics AX
7 3 (33.33%) Microsoft Azure
8 2 (22.22%) Predictive Modelling

Amazon EMR
Co-occurring IT Skills in Bedfordshire 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 7 (77.78%) Apache Spark
2 3 (33.33%) BizTalk Server
2 3 (33.33%) SharePoint
3 2 (22.22%) Apache
3 2 (22.22%) Apache Airflow
3 2 (22.22%) Luigi
3 2 (22.22%) Oracle Workflow
Business Applications
1 3 (33.33%) Dynamics AX
1 3 (33.33%) Dynamics CRM
Cloud Services
1 9 (100.00%) Amazon AWS
2 7 (77.78%) Amazon Kinesis
3 6 (66.67%) Amazon EC2
4 3 (33.33%) Microsoft Azure
5 1 (11.11%) Serverless
Database & Business Intelligence
1 8 (88.89%) Big Data
2 6 (66.67%) Hadoop
3 5 (55.56%) Amazon Athena
3 5 (55.56%) Amazon RDS
3 5 (55.56%) Amazon Redshift
4 3 (33.33%) BusinessObjects
5 2 (22.22%) Apache Cassandra
5 2 (22.22%) Impala
5 2 (22.22%) NoSQL
5 2 (22.22%) PostgreSQL
5 2 (22.22%) Presto
6 1 (11.11%) Apache Hive
Development Applications
1 1 (11.11%) Jenkins
General
1 1 (11.11%) Finance
1 1 (11.11%) Marketing
Job Titles
1 6 (66.67%) AWS Engineer
2 5 (55.56%) Big Data Engineer
2 5 (55.56%) Data Engineer
3 3 (33.33%) Architect
3 3 (33.33%) AWS Architect
3 3 (33.33%) Big Data Architect
3 3 (33.33%) Data Architect
4 1 (11.11%) Big Data Developer
4 1 (11.11%) Developer
4 1 (11.11%) DevOps Engineer
4 1 (11.11%) IT Manager
4 1 (11.11%) IT Project Manager
4 1 (11.11%) IT Technical Manager
4 1 (11.11%) Lead Developer
4 1 (11.11%) Project Manager
4 1 (11.11%) Senior Big Data Developer
4 1 (11.11%) Senior Developer
4 1 (11.11%) Software Project Manager
4 1 (11.11%) Technical Manager
4 1 (11.11%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 3 (33.33%) .NET
1 3 (33.33%) J2EE
2 2 (22.22%) Kafka
2 2 (22.22%) MLlib
2 2 (22.22%) Spark Streaming
3 1 (11.11%) Web Services
Miscellaneous
1 2 (22.22%) Algorithms
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Ubuntu
Processes & Methodologies
1 8 (88.89%) Data Science
2 5 (55.56%) OO
3 3 (33.33%) Analytics
3 3 (33.33%) Business Intelligence
3 3 (33.33%) CRM
4 2 (22.22%) Actionable Insight
4 2 (22.22%) Agile Software Development
4 2 (22.22%) Customer Acquisition
4 2 (22.22%) Linear Programming
4 2 (22.22%) Performance Metrics
4 2 (22.22%) Predictive Modelling
4 2 (22.22%) Workflow
4 2 (22.22%) Workflow Management
5 1 (11.11%) Campaign Analytics
5 1 (11.11%) IT Strategy
5 1 (11.11%) Machine Learning
5 1 (11.11%) Portfolio Management
5 1 (11.11%) Stakeholder Management
5 1 (11.11%) Visualisation
5 1 (11.11%) Waterfall
Programming Languages
1 7 (77.78%) Python
2 5 (55.56%) C++
2 5 (55.56%) Java
3 4 (44.44%) Scala
3 4 (44.44%) SQL
4 2 (22.22%) PL/SQL
5 1 (11.11%) Bash Shell
Quality Assurance & Compliance
1 1 (11.11%) PMO
System Software
1 1 (11.11%) Docker
Systems Management
1 1 (11.11%) Ansible
1 1 (11.11%) Opscode Chef
1 1 (11.11%) Puppet
1 1 (11.11%) Terraform
Vendors
1 5 (55.56%) Oracle
2 3 (33.33%) SAP
3 1 (11.11%) Alteryx
3 1 (11.11%) IBM
3 1 (11.11%) Tableau