Period
to 12 July 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 12 July 2020 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
12 Jul 2020
Same period 2019 Same period 2018
Rank 658 923 1134
Rank change year-on-year +265 +211 +68
Permanent jobs citing Amazon Athena 189 192 67
As % of all permanent jobs advertised in the UK 0.24% 0.13% 0.038%
As % of the Database & Business Intelligence category 0.91% 0.47% 0.12%
Number of salaries quoted 147 136 53
Median annual salary £75,000 £67,500 £67,500
Median salary % change year-on-year +11.11% - +12.50%
10th Percentile £50,000 £43,425 £47,500
90th Percentile £161,250 £95,000 £82,000
UK excluding London median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -16.67%

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 20,855 40,664 54,060
As % of all permanent IT jobs advertised in the UK 27.03% 27.61% 30.48%
Number of salaries quoted 17,007 33,303 44,091
Median annual salary £55,000 £52,000 £50,000
Median salary % change year-on-year +5.77% +4.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £88,750 £85,000 £81,250
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 12 July 2020.

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 12 July 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 +277 179 £77,500 +10.71% 15
London +189 135 £82,500 +10.00% 9
UK excluding London +232 53 £57,500 +4.55% 7
North of England +151 20 £67,500 +3.85% 1
North West +121 18 £67,500 +3.85% 1
South East +137 9 £67,500 +35.00%
East of England +95 8 £46,158 +1.24% 4
Scotland +85 7 - - 1
Midlands +128 4 £52,500 +69.35%
South West +96 3 £35,000 -36.36% 1
Work from Home +53 3 £70,000 +5.26% 1
East Midlands +75 2 £52,500 +69.35%
Yorkshire - 2 £57,500 -
Wales - 2 £32,500 -
West Midlands - 2 £48,750 -

For the 6 months to 12 July 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.

1 188 (99.47%) AWS
2 173 (91.53%) Python
3 117 (61.90%) Agile Software Development
4 109 (57.67%) Analytics
5 87 (46.03%) Amazon Redshift
6 83 (43.92%) Artificial Intelligence
7 82 (43.39%) SQL
7 82 (43.39%) Amazon DynamoDB
8 79 (41.80%) Java
8 79 (41.80%) Finance
9 75 (39.68%) Software Engineering
10 74 (39.15%) JavaScript
11 73 (38.62%) ETL
12 68 (35.98%) Web Services
13 65 (34.39%) Amazon S3
14 64 (33.86%) Data Analytics
15 63 (33.33%) Banking
16 61 (32.28%) Mentoring
17 60 (31.75%) Decision-Making
18 59 (31.22%) GCP
19 57 (30.16%) PostgreSQL
20 56 (29.63%) Data Engineering
20 56 (29.63%) Serverless
21 55 (29.10%) Azure
22 54 (28.57%) C#
22 54 (28.57%) AWS Lambda
23 52 (27.51%) C++
23 52 (27.51%) Migration
24 50 (26.46%) Docker
25 49 (25.93%) Hedge funds

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 48 (25.40%) Apache Spark
2 25 (13.23%) Elasticsearch
3 10 (5.29%) Apache Airflow
3 10 (5.29%) Confluence
4 5 (2.65%) OpenStack
5 4 (2.12%) CMS
6 2 (1.06%) Apache
6 2 (1.06%) Luigi
Business Applications
1 49 (25.93%) FINCAD Analytics
Cloud Services
1 188 (99.47%) AWS
2 65 (34.39%) Amazon S3
3 59 (31.22%) GCP
4 56 (29.63%) Serverless
5 55 (29.10%) Azure
6 54 (28.57%) AWS Lambda
7 46 (24.34%) Amazon EMR
8 44 (23.28%) Amazon Kinesis
9 36 (19.05%) Amazon EC2
10 23 (12.17%) IBM Cloud
11 20 (10.58%) Power Platform
12 18 (9.52%) Amazon ECS
13 17 (8.99%) Amazon CloudWatch
14 14 (7.41%) AWS CloudFormation
15 12 (6.35%) PaaS
16 9 (4.76%) Amazon Glacier
17 7 (3.70%) Amazon SQS
17 7 (3.70%) SaaS
18 6 (3.17%) AWS CloudTrail
18 6 (3.17%) AWS Step Functions
Communications & Networking
1 2 (1.06%) Internet
1 2 (1.06%) MQTT
1 2 (1.06%) Network Security
Database & Business Intelligence
1 87 (46.03%) Amazon Redshift
2 82 (43.39%) Amazon DynamoDB
3 57 (30.16%) PostgreSQL
4 48 (25.40%) NoSQL
5 45 (23.81%) Big Data
6 40 (21.16%) Data Warehouse
7 38 (20.11%) Amazon RDS
8 36 (19.05%) Hadoop
9 34 (17.99%) Data Lake
10 29 (15.34%) BigQuery
11 28 (14.81%) Looker
12 24 (12.70%) Neo4j
12 24 (12.70%) Snowflake Schema
13 20 (10.58%) Power BI
14 18 (9.52%) Relational Database
15 11 (5.82%) Pentaho
16 10 (5.29%) Electronic Patient Records
16 10 (5.29%) RDBMS
17 9 (4.76%) Apache Hive
18 8 (4.23%) Apache Cassandra
Development Applications
1 34 (17.99%) Jenkins
2 23 (12.17%) Atlassian Bamboo
2 23 (12.17%) Vagrant
3 16 (8.47%) Git (software)
4 12 (6.35%) JIRA
5 3 (1.59%) Gradle
5 3 (1.59%) Maven
6 2 (1.06%) Bitbucket
6 2 (1.06%) CircleCI
6 2 (1.06%) Subversion
7 1 (0.53%) Cucumber
General
1 79 (41.80%) Finance
2 63 (33.33%) Banking
3 49 (25.93%) Front Office
4 24 (12.70%) Retail
5 23 (12.17%) Manufacturing
6 13 (6.88%) Automotive
7 10 (5.29%) Public Sector
8 8 (4.23%) Marketing
9 7 (3.70%) Law
10 5 (2.65%) Advertising
10 5 (2.65%) Pharmaceutical
11 1 (0.53%) Games
Job Titles
1 78 (41.27%) Data Engineer
2 37 (19.58%) Finance Manager
3 30 (15.87%) AWS Engineer
4 27 (14.29%) Developer
5 20 (10.58%) Development Manager
6 17 (8.99%) Engineering Manager
7 14 (7.41%) Delivery Manager
8 12 (6.35%) Architect
8 12 (6.35%) Platform Engineer
8 12 (6.35%) Software Delivery Manager
8 12 (6.35%) Software Manager
9 11 (5.82%) Python Engineer
10 10 (5.29%) Senior Data Engineer
10 10 (5.29%) Senior Developer
11 8 (4.23%) Consultant
11 8 (4.23%) Data Analysis Manager
12 7 (3.70%) Full Stack Developer
12 7 (3.70%) Python Developer
13 6 (3.17%) Data Architect
13 6 (3.17%) Platform Architect
Libraries, Frameworks & Software Standards
1 68 (35.98%) Web Services
2 49 (25.93%) J2EE
3 29 (15.34%) Kafka
4 27 (14.29%) Spark Streaming
5 23 (12.17%) PySpark
6 21 (11.11%) Node.js
6 21 (11.11%) TensorFlow
7 19 (10.05%) CSS
7 19 (10.05%) HTML
8 18 (9.52%) Elastic Stack
9 7 (3.70%) REST
10 6 (3.17%) AngularJS
10 6 (3.17%) React
11 5 (2.65%) Shiny
11 5 (2.65%) Spring
11 5 (2.65%) Vue.js
12 4 (2.12%) Django
12 4 (2.12%) Flutter
12 4 (2.12%) RESTful
12 4 (2.12%) Spring Boot
Miscellaneous
1 49 (25.93%) Derivative
1 49 (25.93%) Fixed Income
1 49 (25.93%) Hedge funds
2 23 (12.17%) Blog
3 21 (11.11%) Acoustics
4 12 (6.35%) Greenfield Project
5 10 (5.29%) Data Structures
6 6 (3.17%) Mobile App
7 4 (2.12%) Analytical Skills
8 3 (1.59%) Algorithms
8 3 (1.59%) Cloud Native
9 2 (1.06%) Internet of Things
9 2 (1.06%) Raspberry Pi
9 2 (1.06%) Self-Motivation
9 2 (1.06%) User Experience
10 1 (0.53%) Linux Command Line
10 1 (0.53%) Semantic Web
Operating Systems
1 15 (7.94%) Linux
2 11 (5.82%) Unix
3 1 (0.53%) Red Hat Enterprise Linux
3 1 (0.53%) Ubuntu
Processes & Methodologies
1 117 (61.90%) Agile Software Development
2 109 (57.67%) Analytics
3 83 (43.92%) Artificial Intelligence
4 75 (39.68%) Software Engineering
5 73 (38.62%) ETL
6 64 (33.86%) Data Analytics
7 61 (32.28%) Mentoring
8 60 (31.75%) Decision-Making
9 56 (29.63%) Data Engineering
10 52 (27.51%) Migration
11 49 (25.93%) Asset Management
11 49 (25.93%) Investment Management
11 49 (25.93%) Performance Attribution
11 49 (25.93%) Performance Management
12 41 (21.69%) Data Science
13 40 (21.16%) Continuous Integration
14 36 (19.05%) Business Intelligence
15 30 (15.87%) Data Modelling
16 26 (13.76%) Unit Testing
17 25 (13.23%) Data Analysis
Programming Languages
1 173 (91.53%) Python
2 82 (43.39%) SQL
3 79 (41.80%) Java
4 74 (39.15%) JavaScript
5 54 (28.57%) C#
6 52 (27.51%) C++
7 49 (25.93%) Kotlin
8 32 (16.93%) Scala
9 5 (2.65%) Perl
9 5 (2.65%) R
10 4 (2.12%) Dart
10 4 (2.12%) Ruby
11 3 (1.59%) Bash Shell
11 3 (1.59%) C
11 3 (1.59%) ES6
12 2 (1.06%) PL/SQL
12 2 (1.06%) T-SQL
13 1 (0.53%) Go
13 1 (0.53%) Shell Script
Qualifications
1 12 (6.35%) AWS Certification
2 5 (2.65%) Degree
3 3 (1.59%) Computer Science Degree
4 2 (1.06%) PhD
5 1 (0.53%) Microsoft Certification
Quality Assurance & Compliance
1 9 (4.76%) Data Quality
2 2 (1.06%) GDPR
2 2 (1.06%) QA
System Software
1 50 (26.46%) Docker
2 23 (12.17%) VirtualBox
3 5 (2.65%) Apache Flume
4 3 (1.59%) HDFS
5 2 (1.06%) Apache ZooKeeper
6 1 (0.53%) zsh
Systems Management
1 42 (22.22%) Terraform
2 40 (21.16%) Kubernetes
3 28 (14.81%) Ansible
4 24 (12.70%) Docker Swarm
5 18 (9.52%) Kibana
6 15 (7.94%) logstash
7 4 (2.12%) Hadoop YARN
7 4 (2.12%) Oozie
7 4 (2.12%) Opscode Chef
7 4 (2.12%) Puppet
8 3 (1.59%) Mesos
9 2 (1.06%) Grafana
9 2 (1.06%) Prometheus
Vendors
1 49 (25.93%) Bloomberg
2 35 (18.52%) Google
2 35 (18.52%) Tableau
3 28 (14.81%) Talend
4 24 (12.70%) Cloudera
4 24 (12.70%) Hortonworks
5 23 (12.17%) IBM
5 23 (12.17%) Informatica
6 16 (8.47%) Splunk
7 4 (2.12%) Palantir
8 3 (1.59%) Alteryx
8 3 (1.59%) Databricks
8 3 (1.59%) Salesforce Marketing Cloud
8 3 (1.59%) Salesforce.com
9 2 (1.06%) MicroStrategy
9 2 (1.06%) Red Hat
9 2 (1.06%) Samsung
9 2 (1.06%) SAP
9 2 (1.06%) SnapLogic
10 1 (0.53%) Microsoft