Period
to 31 March 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 31 March 2020 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
31 Mar 2020
Same period 2019 Same period 2018
Rank 647 940 1140
Rank change year-on-year +293 +200 -
Permanent jobs citing Amazon Athena 356 175 75
As % of all permanent jobs advertised in the UK 0.30% 0.12% 0.042%
As % of the Database & Business Intelligence category 1.13% 0.42% 0.14%
Number of salaries quoted 307 140 71
Median annual salary £90,000 £66,500 £55,000
Median salary % change year-on-year +35.34% +20.91% -
10th Percentile £52,500 £51,000 £47,500
90th Percentile £161,250 £103,750 £71,250
UK excluding London median annual salary £57,500 £65,000 £50,000
% change year-on-year -11.54% +30.00% -

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 31,477 42,017 54,340
As % of all permanent IT jobs advertised in the UK 26.69% 28.40% 30.66%
Number of salaries quoted 25,706 34,540 45,461
Median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,250
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +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 31 March 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 31 March 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 +276 337 £93,750 +40.98% 39
London +247 288 £112,500 +66.67% 22
UK excluding London +100 66 £57,500 -11.54% 19
North of England +46 25 £67,500 - 8
North West +16 19 £67,500 - 7
Scotland - 13 £65,000 - 1
East of England +39 11 £46,158 +1.24% 1
South East +56 6 £70,000 - 4
Yorkshire - 6 £56,250 - 1
Wales - 5 £32,500 - 1
Midlands +51 4 £52,500 +69.35% 3
South West +43 2 £35,000 -51.72% 1
East Midlands +26 2 £52,500 +69.35% 1
Work from Home -5 2 £62,500 -6.02%
West Midlands - 2 £48,750 - 2

For the 6 months to 31 March 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.

1 355 (99.72%) AWS
2 324 (91.01%) Python
3 261 (73.31%) Agile Software Development
4 232 (65.17%) Analytics
5 209 (58.71%) JavaScript
6 202 (56.74%) Web Services
7 201 (56.46%) Software Engineering
8 194 (54.49%) Finance
9 193 (54.21%) Amazon DynamoDB
10 166 (46.63%) Java
11 156 (43.82%) Front Office
11 156 (43.82%) Asset Management
12 155 (43.54%) Fixed Income
12 155 (43.54%) Derivative
13 150 (42.13%) Artificial Intelligence
14 128 (35.96%) PostgreSQL
15 123 (34.55%) Data Analytics
15 123 (34.55%) Mentoring
16 119 (33.43%) Banking
17 118 (33.15%) C#
17 118 (33.15%) J2EE
18 115 (32.30%) Decision-Making
19 114 (32.02%) Migration
20 112 (31.46%) C++
21 111 (31.18%) Amazon S3
21 111 (31.18%) Hedge funds
22 107 (30.06%) FINCAD Analytics
23 106 (29.78%) Bloomberg
23 106 (29.78%) Kotlin
24 105 (29.49%) Performance Attribution

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 74 (20.79%) Apache Spark
2 46 (12.92%) Elasticsearch
3 22 (6.18%) Apache Airflow
4 18 (5.06%) Confluence
5 9 (2.53%) OpenStack
6 8 (2.25%) Luigi
7 5 (1.40%) nginx
8 4 (1.12%) Jupyter
9 2 (0.56%) JBoss
10 1 (0.28%) Apache
10 1 (0.28%) Oracle SOA Suite
Business Applications
1 107 (30.06%) FINCAD Analytics
2 1 (0.28%) PolarLake
Cloud Services
1 355 (99.72%) AWS
2 111 (31.18%) Amazon S3
3 99 (27.81%) Amazon Kinesis
3 99 (27.81%) Serverless
4 98 (27.53%) GCP
5 95 (26.69%) Azure
6 93 (26.12%) AWS Lambda
7 65 (18.26%) Amazon EMR
8 46 (12.92%) Amazon CloudWatch
9 44 (12.36%) Amazon EC2
10 36 (10.11%) Amazon ECS
11 31 (8.71%) PaaS
12 30 (8.43%) IBM Cloud
13 23 (6.46%) AWS CloudFormation
14 14 (3.93%) Amazon Glacier
15 11 (3.09%) Amazon SQS
16 10 (2.81%) Amazon SageMaker
17 8 (2.25%) AWS CloudTrail
18 7 (1.97%) AWS Step Functions
18 7 (1.97%) Power Platform
Communications & Networking
1 5 (1.40%) MQTT
2 4 (1.12%) DNS
3 2 (0.56%) Internet
3 2 (0.56%) LAN
3 2 (0.56%) Network Security
3 2 (0.56%) TCP/IP
4 1 (0.28%) HTTP
Database & Business Intelligence
1 193 (54.21%) Amazon DynamoDB
2 128 (35.96%) PostgreSQL
3 96 (26.97%) Amazon Redshift
4 83 (23.31%) Big Data
4 83 (23.31%) NoSQL
5 63 (17.70%) Hadoop
6 40 (11.24%) Amazon RDS
7 35 (9.83%) Relational Database
8 31 (8.71%) Neo4j
9 28 (7.87%) Data Warehouse
10 27 (7.58%) Apache Hive
11 24 (6.74%) BigQuery
12 20 (5.62%) Snowflake Schema
13 18 (5.06%) Apache Cassandra
14 17 (4.78%) Data Lake
14 17 (4.78%) Looker
14 17 (4.78%) Pentaho
15 16 (4.49%) Electronic Patient Records
16 15 (4.21%) HBase
16 15 (4.21%) Presto
Development Applications
1 43 (12.08%) Jenkins
2 42 (11.80%) RStudio
3 31 (8.71%) Git (software)
4 30 (8.43%) Atlassian Bamboo
4 30 (8.43%) Vagrant
5 20 (5.62%) JIRA
6 6 (1.69%) Cucumber
7 5 (1.40%) Bitbucket
7 5 (1.40%) Subversion
7 5 (1.40%) webpack
8 4 (1.12%) ERwin
9 3 (0.84%) Gradle
9 3 (0.84%) Maven
10 2 (0.56%) GitLab
11 1 (0.28%) Jasmine
11 1 (0.28%) Mocha
General
1 194 (54.49%) Finance
2 156 (43.82%) Front Office
3 119 (33.43%) Banking
4 30 (8.43%) Retail
5 29 (8.15%) Manufacturing
6 19 (5.34%) Automotive
7 13 (3.65%) Public Sector
8 11 (3.09%) Law
9 9 (2.53%) Pharmaceutical
10 8 (2.25%) Marketing
11 3 (0.84%) Advertising
12 1 (0.28%) Electronics
12 1 (0.28%) Games
12 1 (0.28%) Telecoms
Job Titles
1 96 (26.97%) Data Engineer
2 61 (17.13%) Developer
3 43 (12.08%) Analytics Manager
4 40 (11.24%) Architect
4 40 (11.24%) Engineering Manager
5 39 (10.96%) Development Manager
6 33 (9.27%) Python Developer
7 30 (8.43%) AWS Engineer
8 28 (7.87%) Software Manager
9 27 (7.58%) Delivery Manager
9 27 (7.58%) Quantitative Developer
10 26 (7.30%) Senior Developer
10 26 (7.30%) Software Delivery Manager
11 24 (6.74%) Consultant
12 23 (6.46%) Data Analytics Manager
13 22 (6.18%) Data Manager
14 20 (5.62%) Finance Manager
15 17 (4.78%) Data Architect
15 17 (4.78%) Senior Data Engineer
16 16 (4.49%) SQL Developer
Libraries, Frameworks & Software Standards
1 202 (56.74%) Web Services
2 118 (33.15%) J2EE
3 58 (16.29%) Node.js
4 48 (13.48%) Kafka
5 47 (13.20%) HTML
6 45 (12.64%) CSS
7 37 (10.39%) Elastic Stack
8 34 (9.55%) Spark Streaming
9 26 (7.30%) TensorFlow
10 21 (5.90%) React
11 16 (4.49%) REST
12 14 (3.93%) PySpark
13 11 (3.09%) Vue.js
14 10 (2.81%) AngularJS
15 8 (2.25%) Spring
16 6 (1.69%) .NET
16 6 (1.69%) Pandas
16 6 (1.69%) SOAP
17 5 (1.40%) RabbitMQ
17 5 (1.40%) RESTful
Miscellaneous
1 155 (43.54%) Derivative
1 155 (43.54%) Fixed Income
2 111 (31.18%) Hedge funds
3 72 (20.22%) Equities
4 47 (13.20%) Foreign Exchange (FX)
5 44 (12.36%) Blog
6 27 (7.58%) Equity Derivative
7 26 (7.30%) Acoustics
8 25 (7.02%) Exotic Derivative
9 21 (5.90%) Data Structures
10 20 (5.62%) Analytical Skills
11 14 (3.93%) Algorithms
12 10 (2.81%) Cloud Native
12 10 (2.81%) Greenfield Project
13 7 (1.97%) Mobile App
13 7 (1.97%) Reference Data
14 6 (1.69%) Credit Derivative
15 5 (1.40%) Raspberry Pi
15 5 (1.40%) User Experience
16 2 (0.56%) Public Cloud
Operating Systems
1 27 (7.58%) Linux
2 15 (4.21%) Unix
3 2 (0.56%) CentOS
4 1 (0.28%) Red Hat Enterprise Linux
4 1 (0.28%) Ubuntu
Processes & Methodologies
1 261 (73.31%) Agile Software Development
2 232 (65.17%) Analytics
3 201 (56.46%) Software Engineering
4 156 (43.82%) Asset Management
5 150 (42.13%) Artificial Intelligence
6 123 (34.55%) Data Analytics
6 123 (34.55%) Mentoring
7 115 (32.30%) Decision-Making
8 114 (32.02%) Migration
9 105 (29.49%) Investment Management
9 105 (29.49%) Performance Attribution
9 105 (29.49%) Performance Management
10 86 (24.16%) ETL
11 74 (20.79%) Data Science
12 59 (16.57%) Data Engineering
13 56 (15.73%) Continuous Integration
14 49 (13.76%) Microservices
15 42 (11.80%) Quantitative Analysis
16 39 (10.96%) TDD
17 36 (10.11%) DevOps
Programming Languages
1 324 (91.01%) Python
2 209 (58.71%) JavaScript
3 166 (46.63%) Java
4 118 (33.15%) C#
5 112 (31.46%) C++
6 106 (29.78%) Kotlin
7 103 (28.93%) SQL
8 60 (16.85%) Scala
9 51 (14.33%) R
10 10 (2.81%) ES6
11 8 (2.25%) Perl
11 8 (2.25%) TypeScript
12 6 (1.69%) Bash Shell
12 6 (1.69%) Go
12 6 (1.69%) Ruby
13 4 (1.12%) C
13 4 (1.12%) T-SQL
14 2 (0.56%) RPG
15 1 (0.28%) PL/SQL
Qualifications
1 20 (5.62%) AWS Certification
2 7 (1.97%) Degree
3 6 (1.69%) Computer Science Degree
4 2 (0.56%) PMI Certification
4 2 (0.56%) PMP
4 2 (0.56%) PRINCE2 Certification
5 1 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 10 (2.81%) Data Quality
2 4 (1.12%) GDPR
3 1 (0.28%) QA
System Software
1 77 (21.63%) Docker
2 30 (8.43%) VirtualBox
3 7 (1.97%) Apache Flume
4 5 (1.40%) HDFS
5 2 (0.56%) Apache ZooKeeper
5 2 (0.56%) LXC
6 1 (0.28%) Active Directory
Systems Management
1 62 (17.42%) Terraform
2 59 (16.57%) Kubernetes
3 38 (10.67%) Ansible
4 35 (9.83%) Kibana
5 32 (8.99%) logstash
6 31 (8.71%) Docker Swarm
7 10 (2.81%) Oozie
8 6 (1.69%) Hadoop YARN
8 6 (1.69%) Rancher
9 5 (1.40%) Mesos
10 2 (0.56%) Grafana
10 2 (0.56%) HAProxy
10 2 (0.56%) Opscode Chef
10 2 (0.56%) Packer
10 2 (0.56%) Prometheus
10 2 (0.56%) Puppet
10 2 (0.56%) ZABBIX
Vendors
1 106 (29.78%) Bloomberg
2 86 (24.16%) Google
3 37 (10.39%) Talend
4 36 (10.11%) Informatica
5 32 (8.99%) IBM
5 32 (8.99%) Splunk
6 31 (8.71%) Cloudera
6 31 (8.71%) Hortonworks
7 22 (6.18%) Tableau
8 6 (1.69%) SAP
9 4 (1.12%) Red Hat
10 2 (0.56%) MicroStrategy
10 2 (0.56%) Salesforce.com
10 2 (0.56%) SnapLogic
11 1 (0.28%) Conga
11 1 (0.28%) DocuSign
11 1 (0.28%) Microsoft
11 1 (0.28%) MuleSoft
11 1 (0.28%) Oracle
11 1 (0.28%) Workday