Period
to 25 May 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 25 May 2020 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 > Cambridgeshire
6 months to
25 May 2020
Same period 2019 Same period 2018
Rank 44 59 -
Rank change year-on-year +15 - -
Contract jobs citing Amazon EMR 13 20 0
As % of all contract jobs advertised in Cambridgeshire 2.25% 1.90% -
As % of the Cloud Services category 6.74% 7.63% -
Number of daily rates quoted 10 14 0
Median daily rate £656 £500 -
Median daily rate % change year-on-year +31.25% - -
East of England median daily rate £631 £525 £500
% change year-on-year +20.24% +5.00% -
Number of hourly rates quoted 0 0 0
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 Cambridgeshire with a requirement for cloud computing skills.

All Cloud Skills
Cambridgeshire
Contract vacancies with a requirement for cloud computing skills 193 262 183
As % of all contract IT jobs advertised in Cambridgeshire 33.33% 24.88% 17.33%
Number of daily rates quoted 133 158 75
Median daily rate £500 £450 £450
Median daily rate % change year-on-year +11.11% - +5.88%
10th Percentile £314 £221 £229
90th Percentile £650 £625 £570
East of England median daily rate £450 £450 £425
% change year-on-year - +5.88% -5.56%
Number of hourly rates quoted 2 9 3
Median hourly rate £18.80 £19.50 £14.00
Median hourly rate % change year-on-year -3.59% +39.29% -26.16%
10th Percentile £14.64 £16.15 £11.00
90th Percentile £22.96 £175.00 £19.20
Median hourly rate £26.25 £19.50 £42.50
% change year-on-year +34.62% -54.12% +18.06%

Amazon EMR
Job Vacancy Trend in Cambridgeshire

Job postings citing Amazon EMR as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Amazon EMR in Cambridgeshire

Amazon EMR
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Amazon EMR in Cambridgeshire.

Daily rate trend for Amazon EMR in Cambridgeshire

Amazon EMR
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Amazon EMR in Cambridgeshire over the 6 months to 25 May 2020.

Daily rate histogram for Amazon EMR in Cambridgeshire

Amazon EMR
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 25 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +14 9 £713 +42.50% 4
Amazon EMR
East of England

For the 6 months to 25 May 2020, 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 Cambridgeshire region with a requirement for Amazon EMR.

1 11 (84.62%) ETL
1 11 (84.62%) Amazon S3
1 11 (84.62%) AWS
1 11 (84.62%) Amazon Redshift
2 10 (76.92%) Analytics
2 10 (76.92%) Talend
3 9 (69.23%) Apache Spark
3 9 (69.23%) Apache Hive
3 9 (69.23%) Amazon SQS
4 6 (46.15%) Data Lake
5 5 (38.46%) Technical Leadership
5 5 (38.46%) Big Data
6 4 (30.77%) High Availability
6 4 (30.77%) Amazon Aurora
6 4 (30.77%) PostgreSQL
6 4 (30.77%) MySQL
6 4 (30.77%) Python
6 4 (30.77%) Pharmaceutical
7 3 (23.08%) Data Warehouse
7 3 (23.08%) Legal
7 3 (23.08%) Java
7 3 (23.08%) SQL
7 3 (23.08%) GxP
7 3 (23.08%) Agile Software Development
7 3 (23.08%) Data Visualisation
7 3 (23.08%) SaaS
7 3 (23.08%) Visualisation
8 2 (15.38%) Dimensional Modelling
8 2 (15.38%) Technology Roadmap
8 2 (15.38%) Requirements Gathering

Amazon EMR
Co-occurring IT Skills in Cambridgeshire 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 9 (69.23%) Apache Spark
Cloud Services
1 11 (84.62%) Amazon S3
1 11 (84.62%) AWS
2 9 (69.23%) Amazon SQS
3 3 (23.08%) SaaS
4 1 (7.69%) Power Platform
Database & Business Intelligence
1 11 (84.62%) Amazon Redshift
2 9 (69.23%) Apache Hive
3 6 (46.15%) Data Lake
4 5 (38.46%) Big Data
5 4 (30.77%) Amazon Aurora
5 4 (30.77%) MySQL
5 4 (30.77%) PostgreSQL
6 3 (23.08%) Data Warehouse
7 2 (15.38%) RDBMS
7 2 (15.38%) Relational Database
7 2 (15.38%) Snowflake Schema
8 1 (7.69%) Amazon Athena
8 1 (7.69%) Electronic Patient Records
8 1 (7.69%) Power BI
Development Applications
1 1 (7.69%) Jenkins
General
1 4 (30.77%) Pharmaceutical
2 3 (23.08%) Legal
3 1 (7.69%) Finance
Job Titles
1 3 (23.08%) Data Engineer
2 2 (15.38%) Technical Leader
3 1 (7.69%) Architect
3 1 (7.69%) AWS Engineer
3 1 (7.69%) Data Architect
3 1 (7.69%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (7.69%) Matplotlib
1 1 (7.69%) Pandas
1 1 (7.69%) scikit-learn
1 1 (7.69%) Seaborn
1 1 (7.69%) XGBoost
Miscellaneous
1 1 (7.69%) Analytical Skills
1 1 (7.69%) Hedge funds
1 1 (7.69%) Video Conferencing
Processes & Methodologies
1 11 (84.62%) ETL
2 10 (76.92%) Analytics
3 5 (38.46%) Technical Leadership
4 4 (30.77%) High Availability
5 3 (23.08%) Agile Software Development
5 3 (23.08%) Data Visualisation
5 3 (23.08%) Visualisation
6 2 (15.38%) Business Intelligence
6 2 (15.38%) Data Engineering
6 2 (15.38%) Data Modelling
6 2 (15.38%) Dimensional Modelling
6 2 (15.38%) Requirements Gathering
6 2 (15.38%) Scrum
6 2 (15.38%) Technology Roadmap
7 1 (7.69%) Auto-Scaling
7 1 (7.69%) Business Forecasting
7 1 (7.69%) Data Acquisition
7 1 (7.69%) Exploratory Data Analysis
7 1 (7.69%) Metadata Management
7 1 (7.69%) Stakeholder Management
Programming Languages
1 4 (30.77%) Python
2 3 (23.08%) Java
2 3 (23.08%) SQL
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) Master's Degree
1 1 (7.69%) PhD
Quality Assurance & Compliance
1 3 (23.08%) GxP
Systems Management
1 1 (7.69%) Kubernetes
Vendors
1 10 (76.92%) Talend
2 2 (15.38%) Informatica
2 2 (15.38%) MicroStrategy
3 1 (7.69%) Databricks
3 1 (7.69%) Tableau