Period
to 25 September 2020

The following table provides summary statistics for permanent job vacancies 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 25 September 2020 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
25 Sep 2020
Same period 2019 Same period 2018
Rank 568 861 1124
Rank change year-on-year +293 +263 +70
Permanent jobs citing Amazon Athena 106 218 53
As % of all permanent jobs advertised in the UK 0.22% 0.15% 0.032%
As % of the Database & Business Intelligence category 0.76% 0.57% 0.11%
Number of salaries quoted 87 161 39
Median annual salary £70,000 £80,000 £75,000
Median salary % change year-on-year -12.50% +6.67% +20.00%
10th Percentile £55,000 £48,750 £52,000
90th Percentile £161,250 £128,750 £91,250
UK excluding London median annual salary £60,000 £55,000 £87,500
% change year-on-year +9.09% -37.14% +45.83%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 13,857 38,117 49,793
As % of all permanent IT jobs advertised in the UK 28.39% 27.09% 29.72%
Number of salaries quoted 11,568 31,122 40,626
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £33,750 £31,250 £31,250
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Amazon Athena
Job Vacancy Trend

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

Job vacancy trend for Amazon Athena in the UK

Amazon Athena
Salary Trend

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

Salary trend for Amazon Athena in the UK

Amazon Athena
Salary Histogram

Salary distribution for jobs citing Amazon Athena over the 6 months to 25 September 2020.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Athena within the UK over the 6 months to 25 September 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
England +272 98 £70,000 -12.50% 12
London +186 82 £70,000 -17.65% 7
UK excluding London +306 23 £60,000 +9.09% 8
Scotland +111 7 - - 2
Work from Home +62 7 £70,000 +27.27% 2
South East +235 6 £60,000 +26.32% 2
North of England +188 5 £62,500 +4.17% 1
North West +143 5 £62,500 +4.17% 1
East of England +139 3 £55,000 -8.78% 2
South West +127 2 - -

For the 6 months to 25 September 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 with a requirement for Amazon Athena.

1 105 (99.06%) AWS
2 95 (89.62%) Python
3 53 (50.00%) Agile Software Development
4 52 (49.06%) Amazon Redshift
5 46 (43.40%) Amazon S3
6 44 (41.51%) SQL
7 43 (40.57%) Analytics
8 42 (39.62%) AWS Lambda
8 42 (39.62%) Finance
8 42 (39.62%) Serverless
9 41 (38.68%) Amazon DynamoDB
10 38 (35.85%) Java
11 37 (34.91%) Decision-Making
12 36 (33.96%) Mentoring
13 35 (33.02%) Web Services
13 35 (33.02%) Software Engineering
14 34 (32.08%) ETL
15 33 (31.13%) Data Engineering
16 31 (29.25%) Data Lake
16 31 (29.25%) Artificial Intelligence
17 29 (27.36%) Banking
17 29 (27.36%) Data Warehouse
17 29 (27.36%) JavaScript
17 29 (27.36%) GCP
17 29 (27.36%) Data Analytics
18 28 (26.42%) PostgreSQL
19 27 (25.47%) C++
19 27 (25.47%) PySpark
20 26 (24.53%) C#
21 25 (23.58%) J2EE

Amazon Athena
Co-occurring IT Skills 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 20 (18.87%) Apache Spark
2 18 (16.98%) Elasticsearch
3 6 (5.66%) Apache Airflow
4 4 (3.77%) CMS
4 4 (3.77%) Luigi
5 3 (2.83%) Apache
Business Applications
1 25 (23.58%) FINCAD Analytics
Cloud Services
1 105 (99.06%) AWS
2 46 (43.40%) Amazon S3
3 42 (39.62%) AWS Lambda
3 42 (39.62%) Serverless
4 29 (27.36%) GCP
5 23 (21.70%) Amazon Kinesis
6 19 (17.92%) Amazon ECS
7 17 (16.04%) Amazon EC2
8 16 (15.09%) Power Platform
9 15 (14.15%) Azure
10 14 (13.21%) Amazon EMR
11 11 (10.38%) AWS CloudFormation
11 11 (10.38%) SaaS
12 9 (8.49%) Amazon SQS
13 8 (7.55%) AWS CodeBuild
13 8 (7.55%) PaaS
14 6 (5.66%) AWS Fargate
14 6 (5.66%) CloudFront
14 6 (5.66%) Datadog
15 5 (4.72%) Amazon ElastiCache
Communications & Networking
1 6 (5.66%) Network Security
2 1 (0.94%) Internet
Database & Business Intelligence
1 52 (49.06%) Amazon Redshift
2 41 (38.68%) Amazon DynamoDB
3 31 (29.25%) Data Lake
4 29 (27.36%) Data Warehouse
5 28 (26.42%) PostgreSQL
6 21 (19.81%) Amazon RDS
6 21 (19.81%) BigQuery
7 19 (17.92%) NoSQL
7 19 (17.92%) Snowflake Schema
8 16 (15.09%) Looker
8 16 (15.09%) Power BI
9 14 (13.21%) Big Data
10 12 (11.32%) Hadoop
11 9 (8.49%) MongoDB
11 9 (8.49%) Relational Database
12 7 (6.60%) RDBMS
13 5 (4.72%) Apache Cassandra
13 5 (4.72%) Apache Hive
13 5 (4.72%) Redis
14 4 (3.77%) HDInsight
Development Applications
1 21 (19.81%) Jenkins
2 7 (6.60%) CircleCI
3 4 (3.77%) Octopus Deploy
3 4 (3.77%) TeamCity
4 3 (2.83%) Git (software)
5 2 (1.89%) Atlassian Bamboo
5 2 (1.89%) JIRA
5 2 (1.89%) Vagrant
6 1 (0.94%) Cucumber
6 1 (0.94%) GoCD
General
1 42 (39.62%) Finance
2 29 (27.36%) Banking
3 25 (23.58%) Front Office
4 11 (10.38%) Law
5 5 (4.72%) Retail
6 4 (3.77%) Games
7 3 (2.83%) Marketing
8 2 (1.89%) Advertising
8 2 (1.89%) Manufacturing
Job Titles
1 45 (42.45%) Data Engineer
2 25 (23.58%) Finance Manager
3 18 (16.98%) AWS Engineer
4 16 (15.09%) Developer
5 13 (12.26%) Python Engineer
6 12 (11.32%) Development Manager
7 9 (8.49%) Engineering Manager
8 7 (6.60%) Python Developer
9 6 (5.66%) DevOps Engineer
9 6 (5.66%) Infrastructure Engineer
9 6 (5.66%) Senior DevOps
9 6 (5.66%) Senior DevOps Engineer
9 6 (5.66%) Senior Infrastructure Engineer
10 5 (4.72%) Architect
10 5 (4.72%) Delivery Manager
11 4 (3.77%) Data Analysis Manager
11 4 (3.77%) Full Stack Developer
11 4 (3.77%) Senior Data Engineer
11 4 (3.77%) Software Delivery Manager
11 4 (3.77%) Software Manager
Libraries, Frameworks & Software Standards
1 35 (33.02%) Web Services
2 27 (25.47%) PySpark
3 25 (23.58%) J2EE
4 17 (16.04%) Kafka
5 11 (10.38%) Elastic Stack
6 10 (9.43%) Node.js
7 7 (6.60%) Pandas
8 5 (4.72%) Spark Streaming
9 4 (3.77%) CSS
9 4 (3.77%) Django
9 4 (3.77%) Flutter
9 4 (3.77%) HTML
9 4 (3.77%) NumPy
10 3 (2.83%) Spring
10 3 (2.83%) Spring Boot
11 2 (1.89%) ActiveMQ
11 2 (1.89%) REST
11 2 (1.89%) RESTful
11 2 (1.89%) SparkR
11 2 (1.89%) TensorFlow
Miscellaneous
1 25 (23.58%) Derivative
1 25 (23.58%) Fixed Income
1 25 (23.58%) Hedge funds
2 11 (10.38%) Greenfield Project
3 4 (3.77%) Mobile App
3 4 (3.77%) Self-Motivation
4 2 (1.89%) Acoustics
4 2 (1.89%) Analytical Skills
4 2 (1.89%) Blog
4 2 (1.89%) Linux Command Line
5 1 (0.94%) Internet of Things
5 1 (0.94%) Semantic Web
Operating Systems
1 9 (8.49%) Linux
2 7 (6.60%) Windows
3 4 (3.77%) Mesosphere
4 3 (2.83%) Unix
5 1 (0.94%) Windows Server
Processes & Methodologies
1 53 (50.00%) Agile Software Development
2 43 (40.57%) Analytics
3 37 (34.91%) Decision-Making
4 36 (33.96%) Mentoring
5 35 (33.02%) Software Engineering
6 34 (32.08%) ETL
7 33 (31.13%) Data Engineering
8 31 (29.25%) Artificial Intelligence
9 29 (27.36%) Data Analytics
10 25 (23.58%) Asset Management
10 25 (23.58%) Investment Management
10 25 (23.58%) Migration
10 25 (23.58%) Performance Attribution
10 25 (23.58%) Performance Management
11 22 (20.75%) DevOps
12 18 (16.98%) Business Intelligence
13 17 (16.04%) Data Analysis
13 17 (16.04%) Data Modelling
14 13 (12.26%) Data Transformation
14 13 (12.26%) TDD
Programming Languages
1 95 (89.62%) Python
2 44 (41.51%) SQL
3 38 (35.85%) Java
4 29 (27.36%) JavaScript
5 27 (25.47%) C++
6 26 (24.53%) C#
7 25 (23.58%) Kotlin
8 8 (7.55%) Bash Shell
8 8 (7.55%) Scala
9 5 (4.72%) PowerShell
10 4 (3.77%) Dart
10 4 (3.77%) Go
11 3 (2.83%) C
12 2 (1.89%) Shell Script
13 1 (0.94%) PL/SQL
Qualifications
1 3 (2.83%) AWS Certification
1 3 (2.83%) PhD
2 1 (0.94%) Degree
Quality Assurance & Compliance
1 4 (3.77%) Data Quality
2 2 (1.89%) QA
3 1 (0.94%) GDPR
System Software
1 18 (16.98%) Docker
2 5 (4.72%) Apache Flume
3 2 (1.89%) VirtualBox
4 1 (0.94%) Active Directory
4 1 (0.94%) zsh
Systems Management
1 18 (16.98%) Terraform
2 11 (10.38%) Kibana
2 11 (10.38%) logstash
3 10 (9.43%) Kubernetes
4 9 (8.49%) Ansible
5 7 (6.60%) Opscode Chef
5 7 (6.60%) Puppet
6 6 (5.66%) Oozie
7 4 (3.77%) Automic
7 4 (3.77%) Consul
7 4 (3.77%) Prometheus
8 2 (1.89%) Docker Swarm
Vendors
1 25 (23.58%) Bloomberg
2 21 (19.81%) Tableau
3 13 (12.26%) Splunk
4 8 (7.55%) Databricks
4 8 (7.55%) Talend
5 6 (5.66%) Google
6 5 (4.72%) Cloudera
7 4 (3.77%) Palantir
8 3 (2.83%) Oracle
9 2 (1.89%) Alteryx
9 2 (1.89%) Guidewire
9 2 (1.89%) Hortonworks
9 2 (1.89%) IBM
9 2 (1.89%) Informatica
9 2 (1.89%) MuleSoft
9 2 (1.89%) Salesforce Marketing Cloud
9 2 (1.89%) Salesforce.com
9 2 (1.89%) Samsung
9 2 (1.89%) StreamSets
10 1 (0.94%) CA Agile Central