Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon Athena skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Athena over the 6 months to 17 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Athena
England > London
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 773 - -
Rank change year-on-year - - -
Permanent jobs citing Amazon Athena 44 0 0
As % of all permanent IT jobs advertised in London 0.064% - -
As % of the Database & Business Intelligence category 0.20% - -
Number of salaries quoted 38 0 0
London median annual salary £67,500 - -
England median annual salary £67,500 £60,000 -
% change year-on-year +12.50% - -

Amazon Athena is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,715 21,131 24,947
As % of all permanent IT jobs advertised in London 31.41% 30.29% 30.42%
Number of salaries quoted 17,251 18,012 21,740
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £37,500 £36,250 £36,250
90th Percentile £92,500 £90,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Amazon Athena
Job Vacancy Trend in London

Job postings citing Amazon Athena as a percentage of all IT jobs advertised in London.

Job vacancy trend for Amazon Athena in London

Amazon Athena
Salary Trend in London

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

Salary trend for Amazon Athena in London

Amazon Athena
Salary Histogram in London

The salary distribution of IT jobs citing Amazon Athena in London over the 6 months to 17 June 2018.

Salary histogram for Amazon Athena in London

Amazon Athena
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Athena within the London region over the 6 months to 17 June 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
Central London - 5 £67,500 - 2
Amazon Athena
England

For the 6 months to 17 June 2018, IT jobs citing Amazon Athena 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 London region with a requirement for Amazon Athena.

1 42 (95.45%) Amazon AWS
2 39 (88.64%) Python
3 37 (84.09%) Amazon Redshift
4 36 (81.82%) SQL
5 33 (75.00%) Amazon EMR
6 31 (70.45%) Apache Spark
7 30 (68.18%) Big Data
8 29 (65.91%) NoSQL
9 28 (63.64%) Analytics
9 28 (63.64%) ETL
10 26 (59.09%) Hadoop
11 24 (54.55%) Software Engineering
12 20 (45.45%) Java
13 19 (43.18%) IBM
13 19 (43.18%) Google
13 19 (43.18%) Google Cloud Platform
13 19 (43.18%) Data Science
14 18 (40.91%) Amazon Kinesis
15 17 (38.64%) Talend
15 17 (38.64%) Continuous Integration
15 17 (38.64%) Microsoft Azure
15 17 (38.64%) Informatica
16 16 (36.36%) Scala
16 16 (36.36%) Jenkins
16 16 (36.36%) Ansible
16 16 (36.36%) Docker
16 16 (36.36%) Terraform
17 15 (34.09%) Cosmos DB
17 15 (34.09%) Kubernetes
17 15 (34.09%) Spark Streaming

Amazon Athena
Co-occurring IT Skills in London 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 31 (70.45%) Apache Spark
2 3 (6.82%) Elasticsearch
3 1 (2.27%) Apache Pig
3 1 (2.27%) Jupyter
Cloud Services
1 42 (95.45%) Amazon AWS
2 33 (75.00%) Amazon EMR
3 19 (43.18%) Google Cloud Platform
4 18 (40.91%) Amazon Kinesis
5 17 (38.64%) Microsoft Azure
6 15 (34.09%) IBM Cloud
7 8 (18.18%) Amazon S3
8 6 (13.64%) Amazon EC2
9 4 (9.09%) Adobe Analytics
10 3 (6.82%) AWS Lambda
10 3 (6.82%) Serverless
11 2 (4.55%) Amazon CloudWatch
11 2 (4.55%) AWS Elastic Beanstalk
11 2 (4.55%) IaaS
11 2 (4.55%) PaaS
12 1 (2.27%) Amazon ElastiCache
12 1 (2.27%) Amazon SQS
12 1 (2.27%) AWS Data Pipeline
12 1 (2.27%) CloudFront
12 1 (2.27%) Route 53
Database & Business Intelligence
1 37 (84.09%) Amazon Redshift
2 30 (68.18%) Big Data
3 29 (65.91%) NoSQL
4 26 (59.09%) Hadoop
5 15 (34.09%) Cosmos DB
5 15 (34.09%) Neo4j
6 12 (27.27%) Data Warehouse
7 11 (25.00%) Apache Hive
8 10 (22.73%) Amazon QuickSight
8 10 (22.73%) Apache Cassandra
8 10 (22.73%) HBase
8 10 (22.73%) Impala
9 5 (11.36%) Relational Database
10 2 (4.55%) BigQuery
10 2 (4.55%) Looker
10 2 (4.55%) MySQL
10 2 (4.55%) Pentaho
10 2 (4.55%) PostgreSQL
10 2 (4.55%) Snowflake Schema
10 2 (4.55%) SQL Server Integration Services
Development Applications
1 16 (36.36%) Jenkins
2 15 (34.09%) Atlassian Bamboo
2 15 (34.09%) Vagrant
3 1 (2.27%) Git (software)
3 1 (2.27%) GitLab
General
1 9 (20.45%) Manufacturing
1 9 (20.45%) Retail
2 6 (13.64%) Marketing
Job Titles
1 26 (59.09%) Data Engineer
2 11 (25.00%) DevOps Engineer
3 10 (22.73%) Big Data Engineer
4 9 (20.45%) AWS DevOps
4 9 (20.45%) AWS DevOps Engineer
4 9 (20.45%) AWS Engineer
4 9 (20.45%) Azure DevOps
4 9 (20.45%) Azure DevOps Engineer
4 9 (20.45%) Azure Engineer
5 7 (15.91%) Hadoop Engineer
6 6 (13.64%) Cloud Engineer
6 6 (13.64%) Data Scientist
7 4 (9.09%) Head of Data Science
8 3 (6.82%) Business Analyst
8 3 (6.82%) Data Business Analyst
8 3 (6.82%) Developer
8 3 (6.82%) Head of Big Data
9 2 (4.55%) Analyst
9 2 (4.55%) Data Architect
9 2 (4.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (34.09%) Kafka
1 15 (34.09%) Spark Streaming
2 10 (22.73%) Elastic Stack
3 3 (6.82%) Matplotlib
3 3 (6.82%) Web Services
4 2 (4.55%) Hibernate
4 2 (4.55%) Node.js
4 2 (4.55%) Seaborn
4 2 (4.55%) Spring
5 1 (2.27%) AngularJS
5 1 (2.27%) boto
5 1 (2.27%) NumPy
5 1 (2.27%) Pandas
5 1 (2.27%) RabbitMQ
5 1 (2.27%) scikit-learn
5 1 (2.27%) Velocity
Miscellaneous
1 10 (22.73%) Tandem
2 9 (20.45%) Blog
3 8 (18.18%) Analytical Skills
4 4 (9.09%) Algorithms
4 4 (9.09%) Computer Science
4 4 (9.09%) Data Structures
5 1 (2.27%) Cloud Native
5 1 (2.27%) Linux Command Line
5 1 (2.27%) Marketing Technology
Operating Systems
1 2 (4.55%) Linux
Processes & Methodologies
1 28 (63.64%) Analytics
1 28 (63.64%) ETL
2 24 (54.55%) Software Engineering
3 19 (43.18%) Data Science
4 17 (38.64%) Continuous Integration
5 15 (34.09%) Configuration Management
5 15 (34.09%) Data Munging
5 15 (34.09%) Translating Business Requirements
5 15 (34.09%) Unit Testing
6 14 (31.82%) Business Intelligence
6 14 (31.82%) Machine Learning
7 13 (29.55%) Data Engineering
8 11 (25.00%) DevOps
9 10 (22.73%) Data Development
9 10 (22.73%) MapReduce
9 10 (22.73%) Resource Management
10 8 (18.18%) Data Analysis
11 7 (15.91%) Agile Software Development
11 7 (15.91%) Data Modelling
11 7 (15.91%) SDLC
Programming Languages
1 39 (88.64%) Python
2 36 (81.82%) SQL
3 20 (45.45%) Java
4 16 (36.36%) Scala
5 5 (11.36%) R
6 2 (4.55%) C#
6 2 (4.55%) JavaScript
7 1 (2.27%) Bash Shell
7 1 (2.27%) Go
7 1 (2.27%) PHP
Qualifications
1 6 (13.64%) Security Cleared
2 5 (11.36%) AWS Certification
2 5 (11.36%) Degree
3 4 (9.09%) Computer Science Degree
3 4 (9.09%) Master's Degree
3 4 (9.09%) PhD
Quality Assurance & Compliance
1 2 (4.55%) Data Quality
1 2 (4.55%) GCP
System Software
1 16 (36.36%) Docker
2 15 (34.09%) VirtualBox
3 11 (25.00%) HDFS
4 2 (4.55%) Apache Flume
Systems Management
1 16 (36.36%) Ansible
1 16 (36.36%) Terraform
2 15 (34.09%) Docker Swarm
2 15 (34.09%) Kubernetes
3 10 (22.73%) Hadoop YARN
3 10 (22.73%) Mesos
Vendors
1 19 (43.18%) Google
1 19 (43.18%) IBM
2 17 (38.64%) Informatica
2 17 (38.64%) Talend
3 15 (34.09%) Cloudera
3 15 (34.09%) Hortonworks
4 6 (13.64%) Microsoft
4 6 (13.64%) MicroStrategy
4 6 (13.64%) Tableau
5 4 (9.09%) Adobe
5 4 (9.09%) Databricks
6 2 (4.55%) Omniture
6 2 (4.55%) SnapLogic
7 1 (2.27%) New Relic