Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Athena
England > London
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 781 856 -
Rank change year-on-year +75 - -
Permanent jobs citing Amazon Athena 32 3 0
As % of all permanent IT jobs advertised in London 0.047% 0.004% -
As % of the Database & Business Intelligence category 0.15% 0.014% -
Number of salaries quoted 28 2 0
London median annual salary £70,000 £62,500 -
Median salary % change year-on-year +12.00% - -
England median annual salary £72,500 £62,500 -
% change year-on-year +16.00% - -

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 21,371 22,069 23,635
As % of all permanent IT jobs advertised in London 31.12% 29.44% 29.72%
Number of salaries quoted 16,975 17,743 20,592
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £93,750 £90,000 £87,500
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 20 September 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 20 September 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 - 2 £68,750 - 4
Amazon Athena
England

For the 6 months to 20 September 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 30 (93.75%) Amazon AWS
2 28 (87.50%) Python
3 27 (84.38%) Amazon Redshift
4 25 (78.13%) Analytics
5 24 (75.00%) Amazon EMR
6 23 (71.88%) SQL
6 23 (71.88%) Software Engineering
7 22 (68.75%) Apache Spark
8 20 (62.50%) ETL
9 19 (59.38%) Big Data
10 18 (56.25%) Hadoop
11 17 (53.13%) Google
11 17 (53.13%) Continuous Integration
11 17 (53.13%) IBM
12 16 (50.00%) Informatica
12 16 (50.00%) Talend
12 16 (50.00%) Hortonworks
12 16 (50.00%) Cloudera
12 16 (50.00%) Microsoft Azure
12 16 (50.00%) Google Cloud Platform
12 16 (50.00%) Data Munging
12 16 (50.00%) Cosmos DB
12 16 (50.00%) IBM Cloud
13 15 (46.88%) Docker
13 15 (46.88%) NoSQL
14 14 (43.75%) Terraform
14 14 (43.75%) Ansible
15 13 (40.63%) Vagrant
15 13 (40.63%) Jenkins
15 13 (40.63%) Neo4j

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 22 (68.75%) Apache Spark
2 2 (6.25%) Apache Pig
2 2 (6.25%) Elasticsearch
2 2 (6.25%) Jupyter
3 1 (3.13%) Apache Airflow
3 1 (3.13%) Luigi
Cloud Services
1 30 (93.75%) Amazon AWS
2 24 (75.00%) Amazon EMR
3 16 (50.00%) Google Cloud Platform
3 16 (50.00%) IBM Cloud
3 16 (50.00%) Microsoft Azure
4 11 (34.38%) Amazon Kinesis
5 10 (31.25%) Amazon S3
6 6 (18.75%) Serverless
7 5 (15.63%) AWS Lambda
8 4 (12.50%) Adobe Analytics
8 4 (12.50%) Amazon CloudWatch
8 4 (12.50%) Amazon EC2
9 2 (6.25%) Amazon SageMaker
10 1 (3.13%) AWS CloudFormation
10 1 (3.13%) PaaS
Database & Business Intelligence
1 27 (84.38%) Amazon Redshift
2 19 (59.38%) Big Data
3 18 (56.25%) Hadoop
4 16 (50.00%) Cosmos DB
5 15 (46.88%) NoSQL
6 13 (40.63%) Neo4j
7 5 (15.63%) Amazon QuickSight
8 3 (9.38%) Amazon DynamoDB
9 2 (6.25%) Apache Cassandra
9 2 (6.25%) Apache Hive
9 2 (6.25%) Data Warehouse
9 2 (6.25%) Electronic Patient Records
9 2 (6.25%) PostgreSQL
9 2 (6.25%) Relational Database
10 1 (3.13%) Data Lake
10 1 (3.13%) HBase
10 1 (3.13%) Impala
10 1 (3.13%) Looker
10 1 (3.13%) OLAP
10 1 (3.13%) Redis
Development Applications
1 13 (40.63%) Atlassian Bamboo
1 13 (40.63%) Jenkins
1 13 (40.63%) Vagrant
General
1 8 (25.00%) Manufacturing
1 8 (25.00%) Retail
2 4 (12.50%) Marketing
3 1 (3.13%) Games
Job Titles
1 21 (65.63%) Data Engineer
2 9 (28.13%) Big Data Engineer
3 8 (25.00%) AWS DevOps
3 8 (25.00%) AWS DevOps Engineer
3 8 (25.00%) AWS Engineer
3 8 (25.00%) Azure DevOps
3 8 (25.00%) Azure DevOps Engineer
3 8 (25.00%) Azure Engineer
3 8 (25.00%) DevOps Engineer
4 7 (21.88%) Hadoop Engineer
5 5 (15.63%) Cloud Engineer
6 4 (12.50%) Data Scientist
7 3 (9.38%) Developer
8 2 (6.25%) Analyst
8 2 (6.25%) Consultant
8 2 (6.25%) Data Analyst
8 2 (6.25%) IT Consultant
8 2 (6.25%) Platform Engineer
8 2 (6.25%) Senior Analyst
8 2 (6.25%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 13 (40.63%) Spark Streaming
2 6 (18.75%) Kafka
3 5 (15.63%) Matplotlib
3 5 (15.63%) Node.js
4 3 (9.38%) CSS
4 3 (9.38%) HTML
4 3 (9.38%) Web Services
5 2 (6.25%) NumPy
5 2 (6.25%) Pandas
5 2 (6.25%) scikit-learn
5 2 (6.25%) Seaborn
6 1 (3.13%) Elastic Stack
Miscellaneous
1 8 (25.00%) Blog
2 7 (21.88%) Analytical Skills
3 2 (6.25%) Algorithms
3 2 (6.25%) Computer Science
3 2 (6.25%) Marketing Technology
4 1 (3.13%) Data Structures
4 1 (3.13%) Tandem
4 1 (3.13%) Video\Live Streaming
Processes & Methodologies
1 25 (78.13%) Analytics
2 23 (71.88%) Software Engineering
3 20 (62.50%) ETL
4 17 (53.13%) Continuous Integration
5 16 (50.00%) Data Munging
6 13 (40.63%) Configuration Management
6 13 (40.63%) Translating Business Requirements
6 13 (40.63%) Unit Testing
7 11 (34.38%) DevOps
8 8 (25.00%) SDLC
9 7 (21.88%) Business Intelligence
9 7 (21.88%) Data Science
10 6 (18.75%) Agile Software Development
11 5 (15.63%) Visualisation
12 4 (12.50%) Big Data Analytics
12 4 (12.50%) Data Analysis
12 4 (12.50%) Data Analytics
13 3 (9.38%) Artificial Intelligence
13 3 (9.38%) Data Engineering
13 3 (9.38%) Machine Learning
Programming Languages
1 28 (87.50%) Python
2 23 (71.88%) SQL
3 5 (15.63%) Scala
4 4 (12.50%) R
5 3 (9.38%) Java
5 3 (9.38%) JavaScript
6 2 (6.25%) Go
Qualifications
1 5 (15.63%) AWS Certification
1 5 (15.63%) Security Cleared
2 2 (6.25%) Degree
2 2 (6.25%) Master's Degree
2 2 (6.25%) PhD
3 1 (3.13%) Computer Science Degree
System Software
1 15 (46.88%) Docker
2 13 (40.63%) VirtualBox
3 2 (6.25%) HDFS
Systems Management
1 14 (43.75%) Ansible
1 14 (43.75%) Terraform
2 13 (40.63%) Docker Swarm
2 13 (40.63%) Kubernetes
3 1 (3.13%) Grafana
3 1 (3.13%) Hadoop YARN
3 1 (3.13%) Mesos
Vendors
1 17 (53.13%) Google
1 17 (53.13%) IBM
2 16 (50.00%) Cloudera
2 16 (50.00%) Hortonworks
2 16 (50.00%) Informatica
2 16 (50.00%) Talend
3 5 (15.63%) Tableau
4 4 (12.50%) Adobe
4 4 (12.50%) MicroStrategy
5 3 (9.38%) Microsoft
5 3 (9.38%) Splunk
6 2 (6.25%) Omniture
7 1 (3.13%) Databricks