Period
to 19 September 2019

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Aurora over the 6 months to 19 September 2019 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 Aurora
East of England > Cambridgeshire
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 76 74 -
Rank change year-on-year -2 - -
Contract jobs citing Amazon Aurora 13 10 0
As % of all contract IT jobs advertised in Cambridgeshire 1.08% 0.84% -
As % of the Database & Business Intelligence category 5.58% 5.88% -
Number of daily rates quoted 4 5 0
Cambridgeshire median daily rate £550 £575 -
Median daily rate % change year-on-year -4.35% - -
East of England median daily rate £400 £575 -
% change year-on-year -30.43% - -
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - - -

Amazon Aurora is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 233 170 181
As % of all contract IT jobs advertised in Cambridgeshire 19.32% 14.29% 14.37%
Number of daily rates quoted 148 94 100
Cambridgeshire median daily rate £450 £425 £350
Median daily rate % change year-on-year +5.88% +21.43% -12.50%
10th Percentile £363 £281 £275
90th Percentile £675 £585 £494
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +3.23%
Number of hourly rates quoted 3 5 5
Cambridgeshire median hourly rate £42.00 £17.38 £17.50
Median hourly rate % change year-on-year +141.73% -0.71% -39.13%
10th Percentile £18.00 £13.70 £13.41
90th Percentile £54.60 £21.63 £38.75
East of England median hourly rate £42.00 £23.50 £30.75
% change year-on-year +78.72% -23.58% -13.21%

Amazon Aurora
Job Vacancy Trend in Cambridgeshire

Job postings citing Amazon Aurora as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Amazon Aurora in Cambridgeshire

Amazon Aurora
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Amazon Aurora in Cambridgeshire

Amazon Aurora
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Amazon Aurora in Cambridgeshire over the 6 months to 19 September 2019.

Contractor daily rate histogram for Amazon Aurora in Cambridgeshire

Amazon Aurora
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 Aurora within the Cambridgeshire region over the 6 months to 19 September 2019. 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 -2 11 £550 -4.35% 1
Amazon Aurora
East of England

For the 6 months to 19 September 2019, IT contractor jobs citing Amazon Aurora 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 Aurora.

1 13 (100.00%) Data Modelling
1 13 (100.00%) Git (software)
1 13 (100.00%) Analytics
1 13 (100.00%) Amazon Redshift
2 12 (92.31%) MySQL
2 12 (92.31%) PostgreSQL
3 11 (84.62%) Scrum
3 11 (84.62%) Python
3 11 (84.62%) Java
3 11 (84.62%) Continuous Integration
3 11 (84.62%) Agile Software Development
3 11 (84.62%) Data Analysis
3 11 (84.62%) Jenkins
3 11 (84.62%) Amazon EMR
3 11 (84.62%) DevOps
3 11 (84.62%) Apache Spark
3 11 (84.62%) Data Structures
3 11 (84.62%) Apache Hive
3 11 (84.62%) Amazon SQS
3 11 (84.62%) High Availability
3 11 (84.62%) Sonatype Nexus
4 10 (76.92%) NoSQL
4 10 (76.92%) AWS
4 10 (76.92%) Amazon S3
5 9 (69.23%) Docker
5 9 (69.23%) AWS Lambda
5 9 (69.23%) Serverless
6 7 (53.85%) Project Delivery
6 7 (53.85%) Artifactory
6 7 (53.85%) Bioinformatics

Amazon Aurora
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 11 (84.62%) Apache Spark
2 4 (30.77%) Apache Solr
2 4 (30.77%) Elasticsearch
Cloud Services
1 11 (84.62%) Amazon EMR
1 11 (84.62%) Amazon SQS
2 10 (76.92%) Amazon S3
2 10 (76.92%) AWS
3 9 (69.23%) AWS Lambda
3 9 (69.23%) Serverless
4 4 (30.77%) Azure
4 4 (30.77%) GCP
5 3 (23.08%) Power Platform
6 1 (7.69%) Amazon Kinesis
6 1 (7.69%) AWS CloudFormation
Database & Business Intelligence
1 13 (100.00%) Amazon Redshift
2 12 (92.31%) MySQL
2 12 (92.31%) PostgreSQL
3 11 (84.62%) Apache Hive
4 10 (76.92%) NoSQL
5 7 (53.85%) Data Warehouse
6 3 (23.08%) Oracle BI EE
6 3 (23.08%) Power BI
6 3 (23.08%) Relational Database
6 3 (23.08%) Spotfire
6 3 (23.08%) Star Schema
7 1 (7.69%) Amazon DynamoDB
7 1 (7.69%) Big Data
7 1 (7.69%) Data Lake
7 1 (7.69%) Hadoop
7 1 (7.69%) HBase
7 1 (7.69%) Parquet
Development Applications
1 13 (100.00%) Git (software)
2 11 (84.62%) Jenkins
2 11 (84.62%) Sonatype Nexus
3 7 (53.85%) Artifactory
General
1 2 (15.38%) Pharmaceutical
1 2 (15.38%) Publishing
2 1 (7.69%) Banking
Job Titles
1 8 (61.54%) Data Engineer
2 6 (46.15%) Data Analytics Engineer
3 4 (30.77%) Senior Data Engineer
4 3 (23.08%) Analyst
4 3 (23.08%) Data Analyst
5 2 (15.38%) AWS Engineer
5 2 (15.38%) Cloud Engineer
5 2 (15.38%) Developer
5 2 (15.38%) ETL Analyst
5 2 (15.38%) ETL Developer
5 2 (15.38%) NoSQL Developer
5 2 (15.38%) Power BI Analyst
5 2 (15.38%) SQL Analyst
5 2 (15.38%) SQL Data Analyst
5 2 (15.38%) Talend Developer
6 1 (7.69%) Big Data Engineer
6 1 (7.69%) Data Warehouse Analyst
6 1 (7.69%) Senior Cloud Engineer
6 1 (7.69%) Senior Data Analyst
6 1 (7.69%) Senior Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) Apache Camel
1 2 (15.38%) REST
1 2 (15.38%) SOAP
1 2 (15.38%) Web Services
2 1 (7.69%) Spark Streaming
Miscellaneous
1 11 (84.62%) Data Structures
2 7 (53.85%) Life Science
Processes & Methodologies
1 13 (100.00%) Analytics
1 13 (100.00%) Data Modelling
2 11 (84.62%) Agile Software Development
2 11 (84.62%) Continuous Integration
2 11 (84.62%) Data Analysis
2 11 (84.62%) DevOps
2 11 (84.62%) High Availability
2 11 (84.62%) Scrum
3 7 (53.85%) Bioinformatics
3 7 (53.85%) Project Delivery
4 5 (38.46%) ETL
4 5 (38.46%) Visualisation
5 4 (30.77%) Artificial Intelligence
5 4 (30.77%) Data Management
5 4 (30.77%) Data Science
5 4 (30.77%) Machine Learning
5 4 (30.77%) Proteomics
5 4 (30.77%) SDLC
5 4 (30.77%) Storage Management
5 4 (30.77%) Technical Leadership
Programming Languages
1 11 (84.62%) Java
1 11 (84.62%) Python
2 7 (53.85%) Scala
3 4 (30.77%) JavaScript
3 4 (30.77%) R
3 4 (30.77%) SQL
System Software
1 9 (69.23%) Docker
2 1 (7.69%) HDFS
Vendors
1 5 (38.46%) Talend
2 3 (23.08%) MicroStrategy