Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for AWS Data Pipeline skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS Data Pipeline over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS Data Pipeline
UK > England
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 1119 1181 1215
Rank change year-on-year +62 +34 -
Permanent jobs citing AWS Data Pipeline 8 2 6
As % of all permanent IT jobs advertised in England 0.005% 0.001% 0.003%
As % of the Cloud Services category 0.022% 0.006% 0.025%
Number of salaries quoted 8 0 6
England median annual salary £100,000 - £75,000
10th Percentile £69,950 - £45,000
90th Percentile £101,500 - £80,000
UK median annual salary £100,000 - £75,000

AWS Data Pipeline 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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 36,928 31,727 23,706
As % of all permanent IT jobs advertised in England 24.34% 18.78% 13.18%
Number of salaries quoted 29,898 26,375 20,078
England median annual salary £55,000 £52,500 £51,500
Median salary % change year-on-year +4.76% +1.94% +3.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +3.09%

AWS Data Pipeline
Job Vacancy Trend in England

Job postings citing AWS Data Pipeline as a percentage of all IT jobs advertised in England.

Job vacancy trend for AWS Data Pipeline in England

AWS Data Pipeline
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS Data Pipeline in England.

Salary trend for AWS Data Pipeline in England

AWS Data Pipeline
Salary Histogram in England

The salary distribution of IT jobs citing AWS Data Pipeline in England over the 6 months to 16 November 2018.

Salary histogram for AWS Data Pipeline in England

AWS Data Pipeline
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS Data Pipeline within the England region over the 6 months to 16 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 8 £100,000 - 2
AWS Data Pipeline
UK

For the 6 months to 16 November 2018, IT jobs citing AWS Data Pipeline 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 England region with a requirement for AWS Data Pipeline.

1 8 (100.00%) Linux
1 8 (100.00%) Python
1 8 (100.00%) Hadoop
1 8 (100.00%) Apache Hive
1 8 (100.00%) Big Data
1 8 (100.00%) Amazon AWS
1 8 (100.00%) Apache Spark
2 7 (87.50%) Amazon Redshift
2 7 (87.50%) Amazon EMR
2 7 (87.50%) Amazon S3
2 7 (87.50%) Java
3 6 (75.00%) TIBCO
3 6 (75.00%) Rendezvous
3 6 (75.00%) Middleware
3 6 (75.00%) Finance
3 6 (75.00%) Hortonworks
3 6 (75.00%) Kafka
3 6 (75.00%) Apache Cassandra
3 6 (75.00%) NoSQL
3 6 (75.00%) Apache ZooKeeper
3 6 (75.00%) Scala
3 6 (75.00%) Data Modelling
3 6 (75.00%) MiFID
3 6 (75.00%) AWS Lambda
3 6 (75.00%) Elastic Stack
3 6 (75.00%) Solace
3 6 (75.00%) Spark SQL
3 6 (75.00%) Apache Zeppelin
3 6 (75.00%) Ambari
3 6 (75.00%) Elasticsearch

AWS Data Pipeline
Co-occurring IT Skills in England 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 8 (100.00%) Apache Spark
2 6 (75.00%) Elasticsearch
3 1 (12.50%) Apache
3 1 (12.50%) Apache Airflow
3 1 (12.50%) Luigi
Cloud Services
1 8 (100.00%) Amazon AWS
2 7 (87.50%) Amazon EMR
2 7 (87.50%) Amazon S3
3 6 (75.00%) AWS Lambda
4 1 (12.50%) Amazon EC2
4 1 (12.50%) Google Cloud Platform
Database & Business Intelligence
1 8 (100.00%) Apache Hive
1 8 (100.00%) Big Data
1 8 (100.00%) Hadoop
2 7 (87.50%) Amazon Redshift
3 6 (75.00%) Amazon DynamoDB
3 6 (75.00%) Apache Cassandra
3 6 (75.00%) Apache Zeppelin
3 6 (75.00%) DataStax
3 6 (75.00%) NoSQL
3 6 (75.00%) Spark SQL
4 2 (25.00%) MySQL
4 2 (25.00%) Relational Database
5 1 (12.50%) Amazon RDS
5 1 (12.50%) BigQuery
5 1 (12.50%) GIS
5 1 (12.50%) PostgreSQL
Development Applications
1 1 (12.50%) Git (software)
General
1 6 (75.00%) Finance
Job Titles
1 7 (87.50%) Data Engineer
2 6 (75.00%) Big Data Engineer
3 5 (62.50%) Hadoop Engineer
4 1 (12.50%) Big Data Developer
4 1 (12.50%) Developer
4 1 (12.50%) Python Engineer
4 1 (12.50%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 6 (75.00%) Elastic Stack
1 6 (75.00%) Kafka
1 6 (75.00%) Middleware
1 6 (75.00%) Rendezvous
2 1 (12.50%) LAMP
2 1 (12.50%) LAPP Stack
2 1 (12.50%) NumPy
2 1 (12.50%) Pandas
2 1 (12.50%) PostGIS
2 1 (12.50%) scikit-learn
2 1 (12.50%) Web Services
Miscellaneous
1 1 (12.50%) Computer Science
Operating Systems
1 8 (100.00%) Linux
Processes & Methodologies
1 6 (75.00%) Data Modelling
2 1 (12.50%) Agile Software Development
2 1 (12.50%) Artificial Intelligence
2 1 (12.50%) B2B
2 1 (12.50%) Data Science
2 1 (12.50%) ETL
2 1 (12.50%) Machine Learning
2 1 (12.50%) Open Source
2 1 (12.50%) Statistics
Programming Languages
1 8 (100.00%) Python
2 7 (87.50%) Java
3 6 (75.00%) Scala
4 1 (12.50%) SQL
Qualifications
1 2 (25.00%) Degree
2 1 (12.50%) Computer Science Degree
2 1 (12.50%) PhD
Quality Assurance & Compliance
1 6 (75.00%) MiFID
System Software
1 6 (75.00%) Apache ZooKeeper
1 6 (75.00%) Docker
Systems Management
1 6 (75.00%) Ambari
1 6 (75.00%) Ansible
1 6 (75.00%) Hadoop YARN
1 6 (75.00%) Kibana
1 6 (75.00%) logstash
Vendors
1 6 (75.00%) Hortonworks
1 6 (75.00%) Solace
1 6 (75.00%) TIBCO
2 1 (12.50%) Google