Period
to

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 18 August 2022 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 628 679 647
Rank change year-on-year +51 -32 +270
Permanent jobs citing Amazon Athena 716 358 134
As % of all permanent jobs advertised in the UK 0.43% 0.31% 0.22%
As % of the Database & Business Intelligence category 1.60% 1.11% 0.79%
Number of salaries quoted 267 290 99
10th Percentile £60,000 £46,250 £50,000
25th Percentile £65,000 £65,000 £57,500
Median annual salary (50th Percentile) £90,000 £85,000 £78,000
Median % change year-on-year +5.88% +8.97% +5.76%
75th Percentile £119,375 £118,750 £126,250
90th Percentile £133,250 £132,500 £161,250
UK excluding London median annual salary £70,000 £65,000 £55,000
% change year-on-year +7.69% +18.18% -

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 44,763 32,277 16,993
As % of all permanent IT jobs advertised in the UK 27.11% 27.93% 27.94%
Number of salaries quoted 20,516 21,215 13,966
10th Percentile £36,250 £35,000 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +7.84%
75th Percentile £80,500 £75,000 £72,500
90th Percentile £96,250 £92,500 £87,500
UK excluding London median annual salary £52,500 £49,500 £47,500
% change year-on-year +6.06% +4.21% +5.56%

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 18 August 2022.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 16 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 18 August 2022. 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
Jobs
England +49 636 £90,000 - 17
London -12 514 £100,000 +5.26% 12
Work from Home -30 314 £90,000 +9.09% 10
UK excluding London 0 130 £70,000 +7.69% 7
North of England -43 44 £75,000 +25.00% 2
North West -22 37 £90,000 +50.00% 1
South East -15 36 £70,000 +12.00% 1
Midlands -28 24 £70,000 +16.67% 1
East Midlands - 13 £65,000 -
East of England -60 12 £62,500 +8.70%
West Midlands -45 11 £70,000 +16.67% 1
Scotland -42 9 - - 1
South West -14 4 £53,500 -28.67% 1
Yorkshire -29 4 £75,000 +36.36% 1
North East -1 3 £70,000 +30.23%
Wales -15 1 £55,000 +22.22%

For the 6 months to 18 August 2022, 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.

1 704 (98.32%) AWS
2 578 (80.73%) Python
3 459 (64.11%) Agile
4 443 (61.87%) Amazon S3
5 426 (59.50%) Serverless
6 379 (52.93%) AWS Lambda
7 371 (51.82%) CI/CD
8 338 (47.21%) DevOps
9 333 (46.51%) GCP
10 328 (45.81%) Azure
11 310 (43.30%) Java
12 302 (42.18%) SQL
13 287 (40.08%) Analytics
14 278 (38.83%) Docker
15 267 (37.29%) Kubernetes
16 265 (37.01%) DynamoDB
17 252 (35.20%) Terraform
18 246 (34.36%) Jenkins
19 236 (32.96%) Software Engineering
20 234 (32.68%) Finance
20 234 (32.68%) Data Science
21 232 (32.40%) Apache Airflow
22 222 (31.01%) Data Engineering
23 221 (30.87%) Amazon Kinesis
24 202 (28.21%) AWS CloudFormation
25 201 (28.07%) Infrastructure as Code
26 198 (27.65%) Kafka
27 197 (27.51%) Continuous Integration
28 195 (27.23%) TDD
29 188 (26.26%) Apache Spark

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
1 232 (32.40%) Apache Airflow
2 188 (26.26%) Apache Spark
3 115 (16.06%) Apache
4 50 (6.98%) Apache Pulsar
5 12 (1.68%) SAS
6 8 (1.12%) Jupyter
7 5 (0.70%) SharePoint
8 4 (0.56%) CMS
8 4 (0.56%) Confluence
8 4 (0.56%) Luigi
Applications
1 1 (0.14%) Microsoft Excel
1 1 (0.14%) Microsoft Office
1 1 (0.14%) Spreadsheet
Business Applications
1 13 (1.82%) Payment Gateway
2 5 (0.70%) Acoustic Campaign
2 5 (0.70%) Adobe Campaign
Cloud Services
1 704 (98.32%) AWS
2 443 (61.87%) Amazon S3
3 426 (59.50%) Serverless
4 379 (52.93%) AWS Lambda
5 333 (46.51%) GCP
6 328 (45.81%) Azure
7 221 (30.87%) Amazon Kinesis
8 202 (28.21%) AWS CloudFormation
9 133 (18.58%) Amazon CloudWatch
10 121 (16.90%) Amazon ECS
11 108 (15.08%) Amazon EMR
12 83 (11.59%) AWS Step Functions
13 76 (10.61%) Amazon EC2
14 65 (9.08%) Snowflake
15 63 (8.80%) AWS CodePipeline
16 52 (7.26%) Google Kubernetes Engine
17 49 (6.84%) Amazon Cognito
18 46 (6.42%) Power Platform
19 45 (6.28%) Cloud Computing
19 45 (6.28%) Virtual Private Cloud
Communications & Networking
1 44 (6.15%) Wireshark
2 26 (3.63%) WebEx
3 13 (1.82%) SMS
4 2 (0.28%) Kerberos
5 1 (0.14%) Firewall
5 1 (0.14%) Internet
5 1 (0.14%) Intrusion Detection
5 1 (0.14%) TCP/IP
Database & Business Intelligence
1 265 (37.01%) DynamoDB
2 183 (25.56%) Amazon Redshift
3 140 (19.55%) Data Lake
4 139 (19.41%) Elasticsearch
5 135 (18.85%) Data Warehouse
6 117 (16.34%) NoSQL
7 111 (15.50%) Hadoop
8 108 (15.08%) Big Data
9 86 (12.01%) PostgreSQL
10 85 (11.87%) Sqoop
11 82 (11.45%) Amazon Aurora
12 76 (10.61%) Electronic Patient Records
13 71 (9.92%) Flink
14 65 (9.08%) Apache Hive
15 61 (8.52%) Presto
16 56 (7.82%) MongoDB
17 55 (7.68%) Apache Ignite
17 55 (7.68%) Relational Database
18 53 (7.40%) BigQuery
19 50 (6.98%) Impala
Development Applications
1 246 (34.36%) Jenkins
2 123 (17.18%) IBM UrbanCode
2 123 (17.18%) Octopus Deploy
2 123 (17.18%) Team Foundation Server
2 123 (17.18%) TeamCity
2 123 (17.18%) Travis CI
3 85 (11.87%) Git (software)
4 57 (7.96%) CircleCI
5 50 (6.98%) GitLab
6 17 (2.37%) JIRA
7 11 (1.54%) git-flow
8 8 (1.12%) Cucumber
8 8 (1.12%) IntelliJ
9 5 (0.70%) Deequ
10 4 (0.56%) Cypress.io
10 4 (0.56%) Oracle APEX
11 2 (0.28%) Atlassian Bamboo
11 2 (0.28%) Babel
11 2 (0.28%) Jasmine
11 2 (0.28%) Selenium
General
1 234 (32.68%) Finance
2 108 (15.08%) Banking
3 88 (12.29%) Social Skills
4 71 (9.92%) Games
5 58 (8.10%) Analytical Skills
6 56 (7.82%) Retail
7 55 (7.68%) Front Office
8 44 (6.15%) Inclusion and Diversity
9 20 (2.79%) Marketing
10 19 (2.65%) Financial Institution
11 16 (2.23%) Law
12 12 (1.68%) Aviation
12 12 (1.68%) Public Sector
13 7 (0.98%) Influencing Skills
14 4 (0.56%) Advertising
15 3 (0.42%) Legal
16 2 (0.28%) Presentation Skills
17 1 (0.14%) Documentation Skills
17 1 (0.14%) Multimedia
17 1 (0.14%) Music Industry
Job Titles
1 230 (32.12%) Developer
2 205 (28.63%) Data Engineer
3 93 (12.99%) Python Developer
4 87 (12.15%) AWS Engineer
5 82 (11.45%) Senior Data Engineer
6 79 (11.03%) Software Engineer
7 77 (10.75%) AWS Developer
8 74 (10.34%) Developer/Software Engineer
9 66 (9.22%) Python Engineer
10 62 (8.66%) Python Software Engineer
11 60 (8.38%) Engineering Manager
12 58 (8.10%) Architect
13 51 (7.12%) AWS Architect
14 49 (6.84%) AWS Software Engineer
14 49 (6.84%) Full Stack Developer
15 44 (6.15%) Security Architect
15 44 (6.15%) Security Architect - Amazon Web Services (AWS)
16 39 (5.45%) Big Data Manager
17 38 (5.31%) DevOps Engineer
18 28 (3.91%) Senior Manager
Libraries, Frameworks & Software Standards
1 198 (27.65%) Kafka
2 144 (20.11%) REST
3 128 (17.88%) Web Services
4 126 (17.60%) Elastic Stack
5 91 (12.71%) Node.js
6 85 (11.87%) React
7 73 (10.20%) AngularJS
7 73 (10.20%) Pandas
8 68 (9.50%) PySpark
9 66 (9.22%) NumPy
10 52 (7.26%) Apache NiFi
11 51 (7.12%) SciPy
12 47 (6.56%) gRPC
13 41 (5.73%) scikit-learn
14 40 (5.59%) Spark Streaming
15 36 (5.03%) Apache Avro
16 35 (4.89%) OAuth
17 33 (4.61%) Protocol Buffers
18 32 (4.47%) TensorFlow
19 31 (4.33%) Vue.js
Miscellaneous
1 99 (13.83%) Algorithms
2 75 (10.47%) Data Structures
3 55 (7.68%) Derivative
4 50 (6.98%) Blog
4 50 (6.98%) Hackathon
5 49 (6.84%) Hedge funds
6 47 (6.56%) Linux Command Line
7 42 (5.87%) Cloud Native
8 41 (5.73%) Greenfield Project
8 41 (5.73%) PlayStation
9 30 (4.19%) Equities
9 30 (4.19%) Fixed Income
9 30 (4.19%) Foreign Exchange (FX)
9 30 (4.19%) Reference Data
10 24 (3.35%) Legacy Systems
11 19 (2.65%) Pricing Data
12 15 (2.09%) Mobile App
12 15 (2.09%) Self-Motivation
13 13 (1.82%) Client/Server
13 13 (1.82%) Virtual Team
Operating Systems
1 123 (17.18%) Mesosphere
2 120 (16.76%) Linux
3 104 (14.53%) Windows
4 6 (0.84%) Unix
Processes & Methodologies
1 459 (64.11%) Agile
2 371 (51.82%) CI/CD
3 338 (47.21%) DevOps
4 287 (40.08%) Analytics
5 236 (32.96%) Software Engineering
6 234 (32.68%) Data Science
7 222 (31.01%) Data Engineering
8 201 (28.07%) Infrastructure as Code
9 197 (27.51%) Continuous Integration
10 195 (27.23%) TDD
11 183 (25.56%) Continuous Delivery
12 159 (22.21%) Data Pipeline
13 158 (22.07%) Test Automation
14 155 (21.65%) Microservices
15 149 (20.81%) Continuous Deployment
16 148 (20.67%) Stakeholder Management
17 147 (20.53%) OOP
18 143 (19.97%) Event-Driven
19 132 (18.44%) Thought Leadership
19 132 (18.44%) Validation
Programming Languages
1 578 (80.73%) Python
2 310 (43.30%) Java
3 302 (42.18%) SQL
4 163 (22.77%) Scala
5 97 (13.55%) Go
6 86 (12.01%) Bash
7 73 (10.20%) JavaScript
8 68 (9.50%) PowerShell
9 44 (6.15%) Ruby
10 29 (4.05%) TypeScript
11 19 (2.65%) Kotlin
11 19 (2.65%) Shell Script
12 11 (1.54%) C#
12 11 (1.54%) R
13 2 (0.28%) C
13 2 (0.28%) ES6
13 2 (0.28%) XPath
Qualifications
1 70 (9.78%) AWS Certification
2 40 (5.59%) Degree
3 13 (1.82%) Numerate Degree
4 12 (1.68%) Computer Science Degree
5 11 (1.54%) AWS Certified Solutions Architect
6 9 (1.26%) SC Cleared
6 9 (1.26%) Security Cleared
7 8 (1.12%) PMI Certification
8 7 (0.98%) AWS Certified Developer
9 2 (0.28%) Azure Certification
Quality Assurance & Compliance
1 44 (6.15%) Data Quality
2 20 (2.79%) QA
3 16 (2.23%) GDPR
3 16 (2.23%) HL7
4 12 (1.68%) CDISC
5 4 (0.56%) ISO/IEC 27001
6 1 (0.14%) Accessibility
System Software
1 278 (38.83%) Docker
2 85 (11.87%) Apache Flume
3 3 (0.42%) zsh
4 2 (0.28%) VirtualBox
Systems Management
1 267 (37.29%) Kubernetes
2 252 (35.20%) Terraform
3 162 (22.63%) Ansible
4 148 (20.67%) Opscode Chef
4 148 (20.67%) Puppet
5 126 (17.60%) Kibana
6 124 (17.32%) logstash
7 123 (17.18%) Automic
7 123 (17.18%) Consul
8 101 (14.11%) Prometheus
9 87 (12.15%) Oozie
10 6 (0.84%) Rancher
11 3 (0.42%) Packer
12 2 (0.28%) Control-M
12 2 (0.28%) Docker Swarm
13 1 (0.14%) Istio
Vendors
1 126 (17.60%) Splunk
2 89 (12.43%) Cloudera
3 81 (11.31%) Hitachi
4 77 (10.75%) Databricks
5 55 (7.68%) Google
6 30 (4.19%) Bloomberg
7 21 (2.93%) Talend
8 18 (2.51%) Oracle
9 15 (2.09%) Alteryx
10 13 (1.82%) Funding Circle
11 11 (1.54%) Zopa
12 7 (0.98%) Palantir
12 7 (0.98%) SAP
13 6 (0.84%) Salesforce.com
14 5 (0.70%) Adobe
14 5 (0.70%) Salesforce Marketing Cloud
15 4 (0.56%) Foundry
15 4 (0.56%) Hortonworks
15 4 (0.56%) Microsoft
16 2 (0.28%) IBM