Period
to 21 February 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 21 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 660 968 1150
Rank change year-on-year +308 +182 -
Permanent jobs citing Amazon Athena 380 138 54
As % of all permanent IT jobs advertised in the UK 0.31% 0.091% 0.031%
As % of the Database & Business Intelligence category 1.15% 0.32% 0.10%
Number of salaries quoted 330 98 52
UK median annual salary £90,000 £67,500 £55,000
Median salary % change year-on-year +33.33% +22.73% -
10th Percentile £50,000 £53,375 £47,500
90th Percentile £161,250 £91,250 £71,250
UK excluding London median annual salary £56,250 £70,000 £50,000
% change year-on-year -19.64% +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 33,182 43,276 53,944
As % of all permanent IT jobs advertised in the UK 26.82% 28.61% 30.59%
Number of salaries quoted 27,235 35,546 44,999
UK median annual salary £52,500 £52,467 £49,000
Median salary % change year-on-year +0.06% +7.08% +3.16%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £88,750 £85,000 £77,500
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 percentage of all IT jobs advertised.

Job vacancy trend for Amazon Athena in the UK

Amazon Athena
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Athena.

Salary trend for Amazon Athena in the UK

Amazon Athena
Salary Histogram

The salary distribution of IT jobs citing Amazon Athena over the 6 months to 21 February 2020.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 13 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 21 February 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 +320 361 £90,000 +28.57% 28
London +314 319 £110,000 +62.96% 16
UK excluding London +97 59 £56,250 -19.64% 14
North of England +24 20 £67,500 -3.57% 4
North West +23 15 £67,500 -3.57% 4
Scotland - 14 £65,000 - 1
East of England +69 12 £46,158 -9.50% 1
South East - 7 £55,000 - 3
Yorkshire - 5 £55,000 -
Wales - 4 £33,750 - 1
Midlands +31 1 £42,500 +37.10% 1
South West - 1 - - 3
West Midlands - 1 £42,500 - 1

For the 6 months to 21 February 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.

1 380 (100.00%) AWS
2 336 (88.42%) Python
3 274 (72.11%) Agile Software Development
4 239 (62.89%) Analytics
5 225 (59.21%) Software Engineering
6 213 (56.05%) Web Services
7 211 (55.53%) JavaScript
8 209 (55.00%) Amazon DynamoDB
9 202 (53.16%) Finance
10 166 (43.68%) Java
11 165 (43.42%) Front Office
11 165 (43.42%) Asset Management
12 164 (43.16%) Fixed Income
13 155 (40.79%) Derivative
14 145 (38.16%) Artificial Intelligence
15 129 (33.95%) PostgreSQL
16 126 (33.16%) Amazon S3
17 123 (32.37%) J2EE
18 122 (32.11%) GCP
19 120 (31.58%) Banking
20 119 (31.32%) Mentoring
21 117 (30.79%) Azure
22 113 (29.74%) Data Analytics
23 111 (29.21%) Serverless
23 111 (29.21%) C#
24 107 (28.16%) Google
24 107 (28.16%) Amazon Redshift
25 106 (27.89%) Amazon Kinesis
25 106 (27.89%) AWS Lambda
25 106 (27.89%) C++

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 88 (23.16%) Apache Spark
2 45 (11.84%) Elasticsearch
3 26 (6.84%) Apache Airflow
4 17 (4.47%) Confluence
5 13 (3.42%) Luigi
6 10 (2.63%) OpenStack
7 5 (1.32%) Jupyter
7 5 (1.32%) nginx
8 2 (0.53%) JBoss
8 2 (0.53%) Oracle SOA Suite
9 1 (0.26%) Apache
Business Applications
1 103 (27.11%) FINCAD Analytics
2 1 (0.26%) PolarLake
Cloud Services
1 380 (100.00%) AWS
2 126 (33.16%) Amazon S3
3 122 (32.11%) GCP
4 117 (30.79%) Azure
5 111 (29.21%) Serverless
6 106 (27.89%) Amazon Kinesis
6 106 (27.89%) AWS Lambda
7 71 (18.68%) Amazon EMR
8 52 (13.68%) Amazon CloudWatch
9 42 (11.05%) Amazon EC2
10 36 (9.47%) Amazon ECS
10 36 (9.47%) IBM Cloud
11 32 (8.42%) PaaS
12 23 (6.05%) AWS CloudFormation
13 14 (3.68%) Amazon Glacier
14 13 (3.42%) AWS Step Functions
15 10 (2.63%) Amazon SageMaker
16 9 (2.37%) Amazon SQS
16 9 (2.37%) CloudFront
17 8 (2.11%) GitHub
Communications & Networking
1 6 (1.58%) DNS
2 4 (1.05%) LAN
2 4 (1.05%) MQTT
2 4 (1.05%) Network Security
2 4 (1.05%) TCP/IP
3 2 (0.53%) HTTP
4 1 (0.26%) Internet
Database & Business Intelligence
1 209 (55.00%) Amazon DynamoDB
2 129 (33.95%) PostgreSQL
3 107 (28.16%) Amazon Redshift
4 97 (25.53%) NoSQL
5 95 (25.00%) Big Data
6 74 (19.47%) Hadoop
7 43 (11.32%) Amazon RDS
8 41 (10.79%) Relational Database
9 37 (9.74%) Neo4j
10 33 (8.68%) Apache Hive
11 25 (6.58%) Electronic Patient Records
12 24 (6.32%) BigQuery
12 24 (6.32%) Data Warehouse
13 22 (5.79%) Apache Cassandra
13 22 (5.79%) MySQL
13 22 (5.79%) Presto
14 19 (5.00%) Flink
15 18 (4.74%) HBase
16 17 (4.47%) Amazon Aurora
17 16 (4.21%) Data Lake
Development Applications
1 52 (13.68%) Jenkins
2 46 (12.11%) RStudio
3 36 (9.47%) Atlassian Bamboo
3 36 (9.47%) Vagrant
4 31 (8.16%) Git (software)
5 22 (5.79%) JIRA
6 7 (1.84%) Cucumber
7 5 (1.32%) Bitbucket
7 5 (1.32%) Subversion
7 5 (1.32%) webpack
8 4 (1.05%) ERwin
9 2 (0.53%) GitLab
9 2 (0.53%) Jasmine
9 2 (0.53%) Mocha
9 2 (0.53%) Postman
10 1 (0.26%) HP UFT
10 1 (0.26%) JMeter
10 1 (0.26%) Selenium
10 1 (0.26%) SoapUI
10 1 (0.26%) TestRail
General
1 202 (53.16%) Finance
2 165 (43.42%) Front Office
3 120 (31.58%) Banking
4 34 (8.95%) Manufacturing
5 33 (8.68%) Retail
6 24 (6.32%) Automotive
7 22 (5.79%) Public Sector
8 10 (2.63%) Law
8 10 (2.63%) Pharmaceutical
9 8 (2.11%) Marketing
10 4 (1.05%) Electronics
10 4 (1.05%) Telecoms
11 3 (0.79%) Advertising
12 1 (0.26%) Games
12 1 (0.26%) Multimedia
Job Titles
1 101 (26.58%) Data Engineer
2 72 (18.95%) Developer
3 56 (14.74%) Architect
4 43 (11.32%) Analytics Manager
5 39 (10.26%) Development Manager
5 39 (10.26%) Python Developer
6 36 (9.47%) Engineering Manager
7 32 (8.42%) AWS Engineer
8 31 (8.16%) Quantitative Developer
9 28 (7.37%) Senior Developer
10 26 (6.84%) Data Architect
11 25 (6.58%) Consultant
12 23 (6.05%) Data Analytics Manager
13 22 (5.79%) Data Manager
13 22 (5.79%) Software Manager
14 21 (5.53%) Lead Developer
15 20 (5.26%) Delivery Manager
15 20 (5.26%) Software Delivery Manager
16 19 (5.00%) AWS Architect
16 19 (5.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 213 (56.05%) Web Services
2 123 (32.37%) J2EE
3 71 (18.68%) Node.js
4 53 (13.95%) Kafka
5 50 (13.16%) HTML
6 48 (12.63%) CSS
7 40 (10.53%) Spark Streaming
8 35 (9.21%) Elastic Stack
9 30 (7.89%) React
10 29 (7.63%) TensorFlow
11 18 (4.74%) REST
12 15 (3.95%) .NET
13 13 (3.42%) PySpark
14 12 (3.16%) Vue.js
15 10 (2.63%) AngularJS
16 9 (2.37%) Pandas
17 8 (2.11%) SOAP
18 6 (1.58%) Gherkin
19 5 (1.32%) NumPy
19 5 (1.32%) RabbitMQ
Miscellaneous
1 164 (43.16%) Fixed Income
2 155 (40.79%) Derivative
3 99 (26.05%) Hedge funds
4 90 (23.68%) Equities
5 65 (17.11%) Foreign Exchange (FX)
6 48 (12.63%) Blog
7 33 (8.68%) Equity Derivative
8 29 (7.63%) Acoustics
9 28 (7.37%) Data Structures
10 25 (6.58%) Exotic Derivative
11 22 (5.79%) Analytical Skills
12 21 (5.53%) Algorithms
13 19 (5.00%) Greenfield Project
14 16 (4.21%) Reference Data
15 12 (3.16%) Cloud Native
16 9 (2.37%) Public Cloud
17 7 (1.84%) Mobile App
18 6 (1.58%) Credit Derivative
19 5 (1.32%) Social Media
20 4 (1.05%) Video\Live Streaming
Operating Systems
1 35 (9.21%) Linux
2 16 (4.21%) Unix
3 4 (1.05%) CentOS
4 2 (0.53%) Windows
Processes & Methodologies
1 274 (72.11%) Agile Software Development
2 239 (62.89%) Analytics
3 225 (59.21%) Software Engineering
4 165 (43.42%) Asset Management
5 145 (38.16%) Artificial Intelligence
6 119 (31.32%) Mentoring
7 113 (29.74%) Data Analytics
8 106 (27.89%) Migration
9 101 (26.58%) Decision-Making
10 95 (25.00%) Performance Attribution
10 95 (25.00%) Performance Management
11 93 (24.47%) Investment Management
12 89 (23.42%) Data Science
13 88 (23.16%) ETL
14 63 (16.58%) Data Engineering
15 61 (16.05%) Continuous Integration
16 59 (15.53%) Microservices
17 47 (12.37%) DevOps
18 46 (12.11%) Quantitative Analysis
19 42 (11.05%) Configuration Management
Programming Languages
1 336 (88.42%) Python
2 211 (55.53%) JavaScript
3 166 (43.68%) Java
4 111 (29.21%) C#
5 106 (27.89%) C++
6 104 (27.37%) SQL
7 96 (25.26%) Kotlin
8 59 (15.53%) Scala
9 56 (14.74%) R
10 10 (2.63%) Perl
11 9 (2.37%) Bash Shell
12 8 (2.11%) TypeScript
13 7 (1.84%) ES6
14 6 (1.58%) C
14 6 (1.58%) Ruby
15 5 (1.32%) Go
16 3 (0.79%) T-SQL
17 2 (0.53%) PowerShell
17 2 (0.53%) RPG
18 1 (0.26%) PHP
Qualifications
1 22 (5.79%) AWS Certification
2 8 (2.11%) Computer Science Degree
2 8 (2.11%) Degree
3 3 (0.79%) A+ Certification
4 2 (0.53%) ISEB
4 2 (0.53%) ISTQB Foundation Certification
4 2 (0.53%) PMI Certification
4 2 (0.53%) PMP
4 2 (0.53%) PRINCE2 Certification
5 1 (0.26%) ISTQB
5 1 (0.26%) SC Cleared
5 1 (0.26%) Security Cleared
Quality Assurance & Compliance
1 7 (1.84%) Data Quality
2 3 (0.79%) GDPR
3 2 (0.53%) QA
System Software
1 80 (21.05%) Docker
2 36 (9.47%) VirtualBox
3 6 (1.58%) Apache Flume
4 3 (0.79%) HDFS
5 2 (0.53%) Apache ZooKeeper
5 2 (0.53%) LXC
6 1 (0.26%) Active Directory
Systems Management
1 70 (18.42%) Terraform
2 62 (16.32%) Kubernetes
3 46 (12.11%) Ansible
4 37 (9.74%) Docker Swarm
5 33 (8.68%) Kibana
6 32 (8.42%) logstash
7 15 (3.95%) Oozie
8 6 (1.58%) Rancher
9 4 (1.05%) Hadoop YARN
9 4 (1.05%) HAProxy
9 4 (1.05%) ZABBIX
10 3 (0.79%) Mesos
10 3 (0.79%) Packer
11 2 (0.53%) Opscode Chef
12 1 (0.26%) Control-M
Vendors
1 107 (28.16%) Google
2 96 (25.26%) Bloomberg
3 48 (12.63%) Informatica
4 47 (12.37%) Talend
5 38 (10.00%) IBM
6 37 (9.74%) Cloudera
6 37 (9.74%) Hortonworks
7 35 (9.21%) Splunk
8 19 (5.00%) Tableau
9 8 (2.11%) SAP
10 4 (1.05%) Red Hat
11 3 (0.79%) Oracle
11 3 (0.79%) Salesforce.com
11 3 (0.79%) Sony
12 2 (0.53%) Conga
12 2 (0.53%) DocuSign
12 2 (0.53%) Marketo
12 2 (0.53%) MuleSoft
12 2 (0.53%) Workday
13 1 (0.26%) Databricks