Period
to 19 October 2020

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 19 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Athena
England > London
6 months to
19 Oct 2020
Same period 2019 Same period 2018
Rank 410 523 787
Rank change year-on-year +113 +264 +65
Permanent jobs citing Amazon Athena 65 209 42
As % of all permanent jobs advertised in London 0.33% 0.38% 0.062%
As % of the Database & Business Intelligence category 1.18% 1.35% 0.20%
Number of salaries quoted 62 163 32
Median annual salary £65,000 £85,000 £80,000
Median salary % change year-on-year -23.53% +6.25% +28.00%
10th Percentile £57,500 £55,000 £52,500
90th Percentile £120,875 £143,500 £120,000
England median annual salary £65,000 £82,500 £80,000
% change year-on-year -21.21% +3.13% +28.00%

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 5,528 15,467 20,932
As % of all permanent IT jobs advertised in London 28.24% 28.48% 30.78%
Number of salaries quoted 4,665 12,796 16,674
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £37,750 £37,500
90th Percentile £104,500 £97,500 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Amazon Athena
Job Vacancy Trend in London

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

Job vacancy trend for Amazon Athena in London

Amazon Athena
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Athena in London.

Salary trend for Amazon Athena in London

Amazon Athena
Salary Histogram in London

Salary distribution for jobs citing Amazon Athena in London over the 6 months to 19 October 2020.

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 19 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South London +68 9 £62,500 -16.67% 2
Central London +149 7 £62,500 -26.47% 5
West London +82 4 - - 1
East London +32 4 £65,000 - 1
Amazon Athena
England

For the 6 months to 19 October 2020, 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 64 (98.46%) AWS
2 54 (83.08%) Python
3 42 (64.62%) Amazon S3
4 37 (56.92%) Amazon Redshift
5 30 (46.15%) SQL
6 28 (43.08%) ETL
6 28 (43.08%) AWS Lambda
6 28 (43.08%) Serverless
7 26 (40.00%) Agile Software Development
8 25 (38.46%) PySpark
9 23 (35.38%) Data Lake
9 23 (35.38%) GCP
10 21 (32.31%) Finance
10 21 (32.31%) Data Warehouse
11 20 (30.77%) Data Engineering
11 20 (30.77%) Amazon RDS
12 18 (27.69%) Amazon DynamoDB
12 18 (27.69%) DevOps
12 18 (27.69%) Apache Spark
12 18 (27.69%) Amazon Kinesis
12 18 (27.69%) BigQuery
12 18 (27.69%) NoSQL
13 17 (26.15%) Analytics
14 16 (24.62%) Jenkins
14 16 (24.62%) Terraform
14 16 (24.62%) Amazon ECS
14 16 (24.62%) Tableau
14 16 (24.62%) Snowflake Schema
15 15 (23.08%) Business Intelligence
15 15 (23.08%) Software Engineering

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 18 (27.69%) Apache Spark
2 10 (15.38%) Elasticsearch
3 5 (7.69%) Apache Airflow
3 5 (7.69%) Luigi
4 2 (3.08%) Apache
Applications
1 1 (1.54%) Microsoft Office
Business Applications
1 6 (9.23%) FINCAD Analytics
Cloud Services
1 64 (98.46%) AWS
2 42 (64.62%) Amazon S3
3 28 (43.08%) AWS Lambda
3 28 (43.08%) Serverless
4 23 (35.38%) GCP
5 18 (27.69%) Amazon Kinesis
6 16 (24.62%) Amazon ECS
7 14 (21.54%) Power Platform
8 11 (16.92%) Amazon EMR
8 11 (16.92%) SaaS
9 10 (15.38%) Amazon EC2
9 10 (15.38%) Azure
10 9 (13.85%) AWS CloudFormation
10 9 (13.85%) AWS CodeBuild
11 8 (12.31%) PaaS
12 7 (10.77%) Amazon SQS
13 6 (9.23%) Amazon ElastiCache
13 6 (9.23%) AWS Fargate
13 6 (9.23%) CloudFront
13 6 (9.23%) Datadog
Communications & Networking
1 6 (9.23%) Network Security
Database & Business Intelligence
1 37 (56.92%) Amazon Redshift
2 23 (35.38%) Data Lake
3 21 (32.31%) Data Warehouse
4 20 (30.77%) Amazon RDS
5 18 (27.69%) Amazon DynamoDB
5 18 (27.69%) BigQuery
5 18 (27.69%) NoSQL
6 16 (24.62%) Snowflake Schema
7 14 (21.54%) Looker
7 14 (21.54%) Power BI
8 11 (16.92%) Hadoop
8 11 (16.92%) MongoDB
9 7 (10.77%) Big Data
9 7 (10.77%) PostgreSQL
9 7 (10.77%) RDBMS
9 7 (10.77%) Redis
9 7 (10.77%) Relational Database
10 6 (9.23%) Apache Cassandra
11 5 (7.69%) Apache Hive
12 3 (4.62%) Sqoop
Development Applications
1 16 (24.62%) Jenkins
2 7 (10.77%) CircleCI
3 4 (6.15%) Octopus Deploy
3 4 (6.15%) TeamCity
4 2 (3.08%) Git (software)
5 1 (1.54%) Atlassian Bamboo
5 1 (1.54%) GoCD
5 1 (1.54%) Vagrant
General
1 21 (32.31%) Finance
2 9 (13.85%) Banking
3 8 (12.31%) Law
4 6 (9.23%) Front Office
5 5 (7.69%) Retail
6 4 (6.15%) Games
7 1 (1.54%) Advertising
7 1 (1.54%) Digital Economy
7 1 (1.54%) Manufacturing
Job Titles
1 33 (50.77%) Data Engineer
2 12 (18.46%) AWS Engineer
3 11 (16.92%) Python Engineer
4 9 (13.85%) Developer
5 6 (9.23%) DevOps Engineer
5 6 (9.23%) Finance Manager
5 6 (9.23%) Infrastructure Engineer
5 6 (9.23%) Senior DevOps
5 6 (9.23%) Senior DevOps Engineer
5 6 (9.23%) Senior Infrastructure Engineer
6 5 (7.69%) Python Developer
7 4 (6.15%) Development Manager
8 3 (4.62%) Architect
8 3 (4.62%) Lead Developer
8 3 (4.62%) Senior Data Engineer
9 2 (3.08%) AWS DevOps
9 2 (3.08%) AWS DevOps Engineer
9 2 (3.08%) AWS Infrastructure Engineer
9 2 (3.08%) Data Scientist
9 2 (3.08%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 25 (38.46%) PySpark
2 14 (21.54%) Web Services
3 11 (16.92%) Kafka
4 8 (12.31%) Elastic Stack
5 6 (9.23%) J2EE
5 6 (9.23%) Pandas
6 5 (7.69%) Node.js
7 4 (6.15%) CSS
7 4 (6.15%) HTML
7 4 (6.15%) Spark Streaming
8 2 (3.08%) ActiveMQ
8 2 (3.08%) NumPy
8 2 (3.08%) REST
8 2 (3.08%) SparkR
8 2 (3.08%) Spring
8 2 (3.08%) Spring Boot
9 1 (1.54%) Apache NiFi
9 1 (1.54%) RESTful
9 1 (1.54%) TensorFlow
Miscellaneous
1 9 (13.85%) Greenfield Project
2 7 (10.77%) Derivative
3 6 (9.23%) Fixed Income
3 6 (9.23%) Hedge funds
4 4 (6.15%) Self-Motivation
5 2 (3.08%) Analytical Skills
6 1 (1.54%) Acoustics
6 1 (1.54%) Blog
6 1 (1.54%) Linux Command Line
6 1 (1.54%) OTC Derivatives
Operating Systems
1 8 (12.31%) Linux
2 6 (9.23%) Windows
3 4 (6.15%) Mesosphere
4 1 (1.54%) Unix
Processes & Methodologies
1 28 (43.08%) ETL
2 26 (40.00%) Agile Software Development
3 20 (30.77%) Data Engineering
4 18 (27.69%) DevOps
5 17 (26.15%) Analytics
6 15 (23.08%) Business Intelligence
6 15 (23.08%) Software Engineering
7 13 (20.00%) Data Modelling
7 13 (20.00%) Decision-Making
8 10 (15.38%) Data Transformation
8 10 (15.38%) Mentoring
8 10 (15.38%) TDD
9 9 (13.85%) Data Science
9 9 (13.85%) Fintech
10 8 (12.31%) Data Analysis
10 8 (12.31%) Thought Leadership
11 7 (10.77%) Artificial Intelligence
11 7 (10.77%) Asset Management
11 7 (10.77%) Data Analytics
11 7 (10.77%) Migration
Programming Languages
1 54 (83.08%) Python
2 30 (46.15%) SQL
3 13 (20.00%) Java
4 11 (16.92%) JavaScript
5 7 (10.77%) C#
5 7 (10.77%) C++
6 6 (9.23%) Kotlin
7 5 (7.69%) Bash Shell
8 4 (6.15%) Go
8 4 (6.15%) PowerShell
8 4 (6.15%) Scala
9 1 (1.54%) Shell Script
9 1 (1.54%) T-SQL
Qualifications
1 1 (1.54%) AWS Certification
1 1 (1.54%) Degree
1 1 (1.54%) PhD
Quality Assurance & Compliance
1 1 (1.54%) QA
System Software
1 13 (20.00%) Docker
2 4 (6.15%) Apache Flume
3 1 (1.54%) VirtualBox
Systems Management
1 16 (24.62%) Terraform
2 9 (13.85%) Kibana
3 8 (12.31%) logstash
4 7 (10.77%) Oozie
5 6 (9.23%) Kubernetes
6 5 (7.69%) Ansible
7 4 (6.15%) Automic
7 4 (6.15%) Consul
7 4 (6.15%) Opscode Chef
7 4 (6.15%) Prometheus
7 4 (6.15%) Puppet
8 1 (1.54%) Docker Swarm
Vendors
1 16 (24.62%) Tableau
2 10 (15.38%) Splunk
3 7 (10.77%) Talend
4 6 (9.23%) Bloomberg
4 6 (9.23%) Databricks
5 4 (6.15%) Cloudera
5 4 (6.15%) Oracle
6 3 (4.62%) Guidewire
6 3 (4.62%) Informatica
6 3 (4.62%) MuleSoft
6 3 (4.62%) Palantir
6 3 (4.62%) StreamSets
7 1 (1.54%) Google
7 1 (1.54%) Hortonworks
7 1 (1.54%) IBM
7 1 (1.54%) Microsoft
7 1 (1.54%) Sage