Period
to 15 January 2021

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 15 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
15 Jan 2021
Same period 2020 Same period 2019
Rank 631 678 1025
Rank change year-on-year +47 +347 +126
Permanent jobs citing Amazon Athena 114 364 102
As % of all permanent jobs advertised in the UK 0.18% 0.29% 0.067%
As % of the Database & Business Intelligence category 0.66% 1.06% 0.23%
Number of salaries quoted 112 327 82
Median annual salary £65,000 £90,000 £70,000
Median salary % change year-on-year -27.78% +28.57% +27.27%
10th Percentile £52,500 £50,000 £52,500
90th Percentile £82,500 £161,250 £91,250
UK excluding London median annual salary £65,000 £55,000 £70,000
% change year-on-year +18.18% -21.43% +40.00%

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 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 17,188 34,234 43,631
As % of all permanent IT jobs advertised in the UK 27.51% 27.08% 28.87%
Number of salaries quoted 14,397 28,378 36,250
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +9.38%
10th Percentile £33,750 £32,000 £31,250
90th Percentile £87,500 £87,500 £85,000
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +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 15 January 2021.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 15 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 15 January 2021. 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 +59 108 £65,000 -33.33% 22
London -41 60 £65,000 -40.91% 13
UK excluding London +211 48 £65,000 +18.18% 7
North of England +112 26 £70,000 +27.27% 2
Work from Home -32 16 £66,250 +14.22% 4
North West +91 13 £70,000 +75.00% 2
Yorkshire +62 12 £75,000 +36.36%
South West +86 8 £40,000 -
Midlands - 5 £75,000 - 2
South East +164 4 £65,000 +18.18% 2
West Midlands - 4 £65,000 - 1
East of England +106 3 £55,000 +20.64% 1
Scotland +37 2 £75,000 +15.38%
North East - 1 £62,000 -
East Midlands - 1 £80,000 - 1

For the 6 months to 15 January 2021, 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.

1 110 (96.49%) AWS
2 86 (75.44%) Python
3 84 (73.68%) Amazon Redshift
4 70 (61.40%) SQL
5 62 (54.39%) Data Lake
6 60 (52.63%) Data Warehouse
7 54 (47.37%) Amazon S3
8 51 (44.74%) Business Intelligence
9 48 (42.11%) ETL
10 46 (40.35%) Azure
11 41 (35.96%) NoSQL
11 41 (35.96%) Data Modelling
12 39 (34.21%) Retail
12 39 (34.21%) Apache Spark
13 37 (32.46%) Databricks
14 36 (31.58%) Amazon Kinesis
15 33 (28.95%) Microsoft
16 32 (28.07%) SQL Server
16 32 (28.07%) Hadoop
17 31 (27.19%) GCP
18 30 (26.32%) Serverless
19 29 (25.44%) AWS Lambda
19 29 (25.44%) Machine Learning
19 29 (25.44%) SQL Server Integration Services
20 28 (24.56%) Agile Software Development
20 28 (24.56%) Terraform
20 28 (24.56%) Data Engineering
20 28 (24.56%) Public Sector
21 27 (23.68%) Azure Data Factory
21 27 (23.68%) Azure SQL Data Warehouse

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 39 (34.21%) Apache Spark
2 12 (10.53%) Apache
3 11 (9.65%) Apache Airflow
3 11 (9.65%) Apache Synapse
4 7 (6.14%) Elasticsearch
4 7 (6.14%) Luigi
5 3 (2.63%) Confluence
Applications
1 1 (0.88%) Microsoft Office
Cloud Services
1 110 (96.49%) AWS
2 54 (47.37%) Amazon S3
3 46 (40.35%) Azure
4 36 (31.58%) Amazon Kinesis
5 31 (27.19%) GCP
6 30 (26.32%) Serverless
7 29 (25.44%) AWS Lambda
8 27 (23.68%) Azure Data Factory
9 19 (16.67%) Power Platform
10 15 (13.16%) Amazon EMR
11 14 (12.28%) AWS CloudFormation
12 11 (9.65%) Amazon ECS
13 10 (8.77%) Amazon SQS
14 9 (7.89%) Amazon EC2
15 8 (7.02%) Amazon SageMaker
16 7 (6.14%) Amazon ElastiCache
16 7 (6.14%) AWS CodeBuild
17 5 (4.39%) Amazon CloudWatch
17 5 (4.39%) AWS CodeDeploy
17 5 (4.39%) AWS CodePipeline
Communications & Networking
1 5 (4.39%) Internet
2 3 (2.63%) Network Security
Database & Business Intelligence
1 84 (73.68%) Amazon Redshift
2 62 (54.39%) Data Lake
3 60 (52.63%) Data Warehouse
4 41 (35.96%) NoSQL
5 32 (28.07%) Hadoop
5 32 (28.07%) SQL Server
6 29 (25.44%) SQL Server Integration Services
7 27 (23.68%) Azure SQL Data Warehouse
7 27 (23.68%) Azure SQL Database
7 27 (23.68%) SQL Server Analysis Services
7 27 (23.68%) SQL Server Reporting Services
8 24 (21.05%) Snowflake Schema
9 19 (16.67%) Power BI
10 18 (15.79%) Amazon RDS
10 18 (15.79%) Apache Cassandra
10 18 (15.79%) BigQuery
10 18 (15.79%) Tableau
11 17 (14.91%) Amazon QuickSight
12 15 (13.16%) Big Data
13 14 (12.28%) Amazon DynamoDB
Development Applications
1 22 (19.30%) Jenkins
2 6 (5.26%) Atlassian Bamboo
2 6 (5.26%) Octopus Deploy
2 6 (5.26%) TeamCity
3 5 (4.39%) CircleCI
3 5 (4.39%) Git (software)
3 5 (4.39%) Vagrant
4 3 (2.63%) JIRA
5 2 (1.75%) Cucumber
5 2 (1.75%) SonarQube
6 1 (0.88%) ER Studio
6 1 (0.88%) ERwin
6 1 (0.88%) GitLab
6 1 (0.88%) GoCD
6 1 (0.88%) PowerDesigner
6 1 (0.88%) Travis CI
General
1 39 (34.21%) Retail
2 28 (24.56%) Public Sector
3 18 (15.79%) Finance
4 8 (7.02%) Digital Economy
5 5 (4.39%) Manufacturing
6 4 (3.51%) Law
7 3 (2.63%) Advertising
7 3 (2.63%) Games
7 3 (2.63%) Marketing
8 2 (1.75%) Publishing
9 1 (0.88%) Banking
9 1 (0.88%) Electronics
9 1 (0.88%) Telecoms
Job Titles
1 64 (56.14%) Data Engineer
2 21 (18.42%) Architect
3 19 (16.67%) Data Architect
4 16 (14.04%) AWS Engineer
5 13 (11.40%) Python Engineer
6 10 (8.77%) AWS Architect
7 9 (7.89%) Azure Architect
7 9 (7.89%) Developer
7 9 (7.89%) Infrastructure Engineer
7 9 (7.89%) Senior Infrastructure Engineer
8 6 (5.26%) Principal Engineer
9 5 (4.39%) Linux Engineer
9 5 (4.39%) Linux Infrastructure Engineer
9 5 (4.39%) Senior Linux Engineer
10 4 (3.51%) Cloud Engineer
10 4 (3.51%) Senior Data Engineer
11 3 (2.63%) DevOps Engineer
11 3 (2.63%) Platform Engineer
11 3 (2.63%) Senior Developer
11 3 (2.63%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 24 (21.05%) Kafka
2 21 (18.42%) PySpark
3 9 (7.89%) Spark Streaming
4 8 (7.02%) Web Services
5 7 (6.14%) Pandas
6 6 (5.26%) Elastic Stack
7 5 (4.39%) TensorFlow
8 4 (3.51%) Node.js
9 2 (1.75%) ActiveMQ
9 2 (1.75%) NumPy
9 2 (1.75%) Ramda
9 2 (1.75%) REST
9 2 (1.75%) scikit-learn
9 2 (1.75%) Spring
9 2 (1.75%) Spring Boot
10 1 (0.88%) Apache NiFi
10 1 (0.88%) gRPC
10 1 (0.88%) PyTorch
10 1 (0.88%) Serverless Framework
10 1 (0.88%) SparkR
Miscellaneous
1 7 (6.14%) Greenfield Project
2 5 (4.39%) Data Centre
3 4 (3.51%) Acoustics
3 4 (3.51%) Blog
3 4 (3.51%) Cloud Native
3 4 (3.51%) Data Structures
4 3 (2.63%) Analytical Skills
5 2 (1.75%) PMI
5 2 (1.75%) Self-Motivation
6 1 (0.88%) Algorithms
6 1 (0.88%) Derivative
6 1 (0.88%) Linux Command Line
6 1 (0.88%) OTC Derivatives
6 1 (0.88%) Over-the-Top Content
6 1 (0.88%) Robotics
6 1 (0.88%) Social Media
6 1 (0.88%) Video\Live Streaming
Operating Systems
1 13 (11.40%) Linux
2 5 (4.39%) CentOS
2 5 (4.39%) Fedora
2 5 (4.39%) Windows
3 3 (2.63%) Mesosphere
3 3 (2.63%) Unix
4 1 (0.88%) Windows Server
Processes & Methodologies
1 51 (44.74%) Business Intelligence
2 48 (42.11%) ETL
3 41 (35.96%) Data Modelling
4 29 (25.44%) Machine Learning
5 28 (24.56%) Agile Software Development
5 28 (24.56%) Data Engineering
6 27 (23.68%) Visualisation
7 18 (15.79%) Analytics
7 18 (15.79%) Data Science
7 18 (15.79%) DevOps
8 16 (14.04%) Data Visualisation
9 14 (12.28%) Fintech
10 11 (9.65%) Artificial Intelligence
10 11 (9.65%) Software Engineering
11 10 (8.77%) Data Analysis
11 10 (8.77%) E-Commerce
12 9 (7.89%) Decision-Making
12 9 (7.89%) Unit Testing
13 8 (7.02%) Infrastructure Engineering
13 8 (7.02%) Insurtech
Programming Languages
1 86 (75.44%) Python
2 70 (61.40%) SQL
3 10 (8.77%) Java
4 7 (6.14%) R
4 7 (6.14%) Scala
5 6 (5.26%) Bash Shell
6 5 (4.39%) C
7 4 (3.51%) C#
7 4 (3.51%) JavaScript
7 4 (3.51%) PowerShell
8 3 (2.63%) Go
9 2 (1.75%) T-SQL
10 1 (0.88%) C++
10 1 (0.88%) Shell Script
Qualifications
1 6 (5.26%) Degree
2 2 (1.75%) Computer Science Degree
2 2 (1.75%) PMI Certification
3 1 (0.88%) AWS Certification
3 1 (0.88%) PhD
3 1 (0.88%) SC Cleared
3 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 3 (2.63%) Data Quality
2 1 (0.88%) QA
System Software
1 14 (12.28%) Docker
2 5 (4.39%) Apache Flume
2 5 (4.39%) oVirt
2 5 (4.39%) Slurm Workload Manager
2 5 (4.39%) VirtualBox
2 5 (4.39%) VMware ESXi
2 5 (4.39%) VMware Infrastructure
3 3 (2.63%) HDFS
4 1 (0.88%) Active Directory
Systems Management
1 28 (24.56%) Terraform
2 14 (12.28%) Ansible
3 12 (10.53%) Kubernetes
4 9 (7.89%) Oozie
4 9 (7.89%) Puppet
5 5 (4.39%) Docker Swarm
5 5 (4.39%) Kibana
5 5 (4.39%) Nagios
5 5 (4.39%) Observium
5 5 (4.39%) Red Hat Spacewalk
5 5 (4.39%) ZABBIX
6 4 (3.51%) logstash
6 4 (3.51%) Opscode Chef
7 3 (2.63%) Automic
7 3 (2.63%) Consul
7 3 (2.63%) Prometheus
Vendors
1 37 (32.46%) Databricks
2 33 (28.95%) Microsoft
3 12 (10.53%) Google
4 8 (7.02%) Cloudera
5 7 (6.14%) Informatica
5 7 (6.14%) Talend
6 5 (4.39%) Dell
6 5 (4.39%) Hortonworks
6 5 (4.39%) IBM
6 5 (4.39%) Oracle
6 5 (4.39%) Sage
6 5 (4.39%) SaltStack
6 5 (4.39%) SAP
6 5 (4.39%) Splunk
6 5 (4.39%) VMware
7 4 (3.51%) Guidewire
7 4 (3.51%) MuleSoft
7 4 (3.51%) StreamSets
8 3 (2.63%) Snowplow
9 1 (0.88%) Alteryx