Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 669 674 682
Rank change year-on-year +5 +8 +356
Permanent jobs citing Amazon Athena 452 113 383
As % of all permanent jobs advertised in the UK 0.35% 0.17% 0.31%
As % of the Database & Business Intelligence category 1.30% 0.64% 1.13%
Number of salaries quoted 306 99 343
10th Percentile £57,500 £52,500 £51,500
25th Percentile £63,750 £60,000 £61,375
Median annual salary (50th Percentile) £80,000 £67,500 £90,000
Median % change year-on-year +18.52% -25.00% +28.57%
75th Percentile £102,500 £77,500 £128,750
90th Percentile £132,500 £88,000 £161,250
UK excluding London median annual salary £70,000 £70,000 £55,000
% change year-on-year - +27.27% -21.43%

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 34,666 17,727 33,909
As % of all permanent IT jobs advertised in the UK 26.58% 27.40% 27.15%
Number of salaries quoted 21,700 14,991 28,019
10th Percentile £36,250 £33,750 £32,000
25th Percentile £43,750 £41,250 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £71,250
90th Percentile £95,000 £87,500 £88,750
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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 27 January 2022.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 17 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 27 January 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 +9 397 £82,500 +26.92% 23
London -42 244 £95,000 +46.15% 14
UK excluding London -82 171 £70,000 - 12
Work from Home -118 109 £70,000 +1.82% 2
South East -81 40 £67,500 +3.85%
North of England -102 34 £70,000 - 3
Midlands -72 33 £70,000 -6.67% 1
South West -34 22 £67,500 +68.75% 3
West Midlands -60 19 £70,000 -6.67%
North West -95 18 £70,000 - 1
East of England -86 17 £70,000 +16.67% 2
Scotland -47 15 £70,000 -6.67% 2
East Midlands -41 14 £70,000 +1.82% 1
Wales - 10 £67,500 -
Yorkshire -76 9 £53,750 -28.33% 2
North East -21 7 £70,000 +12.90%
Northern Ireland - 2 - - 1

For the 6 months to 27 January 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.

1 451 (99.78%) AWS
2 363 (80.31%) Python
3 244 (53.98%) Amazon S3
4 228 (50.44%) SQL
5 224 (49.56%) Agile Software Development
6 223 (49.34%) Amazon DynamoDB
7 203 (44.91%) Java
8 202 (44.69%) Serverless
9 193 (42.70%) AWS Lambda
10 192 (42.48%) Amazon EC2
11 181 (40.04%) CI/CD
12 164 (36.28%) Azure
13 160 (35.40%) Amazon ECS
14 158 (34.96%) Analytics
15 155 (34.29%) Amazon Aurora
16 153 (33.85%) Amazon RDS
17 145 (32.08%) Data Science
17 145 (32.08%) Software Engineering
18 144 (31.86%) Kafka
19 140 (30.97%) Docker
19 140 (30.97%) Microservices
19 140 (30.97%) ETL
20 138 (30.53%) Amazon Redshift
21 137 (30.31%) DevOps
22 134 (29.65%) Data Lake
23 130 (28.76%) Artificial Intelligence
24 126 (27.88%) Data Management
25 123 (27.21%) Data Engineering
26 118 (26.11%) Amazon EMR
27 115 (25.44%) Big Data

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 89 (19.69%) Apache Spark
2 80 (17.70%) Apache Airflow
3 42 (9.29%) Apache
4 32 (7.08%) SAS
5 26 (5.75%) IBM Domino
6 16 (3.54%) Confluence
7 10 (2.21%) Apache Pulsar
7 10 (2.21%) Elasticsearch
8 8 (1.77%) Luigi
9 3 (0.66%) SharePoint
Applications
1 26 (5.75%) Spreadsheet
2 11 (2.43%) Microsoft Excel
3 2 (0.44%) Microsoft PowerPoint
4 1 (0.22%) SPSS
Business Applications
1 2 (0.44%) Payment Gateway
Cloud Services
1 451 (99.78%) AWS
2 244 (53.98%) Amazon S3
3 202 (44.69%) Serverless
4 193 (42.70%) AWS Lambda
5 192 (42.48%) Amazon EC2
6 164 (36.28%) Azure
7 160 (35.40%) Amazon ECS
8 118 (26.11%) Amazon EMR
9 114 (25.22%) AWS CloudFormation
10 93 (20.58%) GCP
11 81 (17.92%) Amazon Kinesis
12 66 (14.60%) GitHub
13 61 (13.50%) AWS Step Functions
14 60 (13.27%) Amazon CloudWatch
15 59 (13.05%) Amazon SQS
16 56 (12.39%) Amazon EKS
17 52 (11.50%) CloudFront
18 50 (11.06%) AWS CloudTrail
19 46 (10.18%) Azure Data Factory
19 46 (10.18%) Azure Synapse Analytics
Communications & Networking
1 51 (11.28%) AMQP
1 51 (11.28%) DNS
2 50 (11.06%) Cisco IPT
3 5 (1.11%) Broadband
3 5 (1.11%) WebEx
4 2 (0.44%) SMS
Database & Business Intelligence
1 223 (49.34%) Amazon DynamoDB
2 155 (34.29%) Amazon Aurora
3 153 (33.85%) Amazon RDS
4 138 (30.53%) Amazon Redshift
5 134 (29.65%) Data Lake
6 115 (25.44%) Big Data
7 111 (24.56%) PostgreSQL
8 88 (19.47%) Electronic Patient Records
9 81 (17.92%) Redis
10 63 (13.94%) Data Warehouse
11 53 (11.73%) NoSQL
12 50 (11.06%) Hadoop
13 42 (9.29%) Relational Database
14 35 (7.74%) Metadata
15 30 (6.64%) KNIME
16 27 (5.97%) BigQuery
17 21 (4.65%) MongoDB
17 21 (4.65%) Tableau
18 20 (4.42%) Apache Hive
18 20 (4.42%) HBase
Development Applications
1 91 (20.13%) Git (software)
2 76 (16.81%) CircleCI
3 45 (9.96%) Selenium
4 40 (8.85%) Jenkins
5 26 (5.75%) PHPUnit
6 25 (5.53%) JIRA
7 15 (3.32%) kappa
8 11 (2.43%) Spinnaker
9 10 (2.21%) Travis CI
10 9 (1.99%) Atlassian Bamboo
11 8 (1.77%) IBM UrbanCode
11 8 (1.77%) Octopus Deploy
11 8 (1.77%) Team Foundation Server
11 8 (1.77%) TeamCity
12 7 (1.55%) Vagrant
13 4 (0.88%) Cucumber
13 4 (0.88%) git-flow
14 3 (0.66%) Bitbucket
15 2 (0.44%) IntelliJ
16 1 (0.22%) Subversion
General
1 110 (24.34%) Finance
2 92 (20.35%) Banking
3 56 (12.39%) Retail
4 51 (11.28%) Automotive
4 51 (11.28%) Social Skills
5 14 (3.10%) Marketing
6 8 (1.77%) Analytical Skills
6 8 (1.77%) Front Office
6 8 (1.77%) Games
7 6 (1.33%) Inclusion and Diversity
8 5 (1.11%) Legal
9 4 (0.88%) Financial Institution
10 3 (0.66%) Law
10 3 (0.66%) Public Sector
11 2 (0.44%) Czech Language
11 2 (0.44%) Influencing Skills
11 2 (0.44%) Pharmaceutical
12 1 (0.22%) Advertising
12 1 (0.22%) Organisational Skills
12 1 (0.22%) Presentation Skills
Job Titles
1 214 (47.35%) Data Engineer
2 161 (35.62%) Developer
3 153 (33.85%) AWS Engineer
4 94 (20.80%) Python Developer
5 88 (19.47%) Software Engineer
6 73 (16.15%) AWS Software Engineer
7 68 (15.04%) Cloud Engineer
8 65 (14.38%) Developer/Software Engineer
8 65 (14.38%) Senior Developer
9 63 (13.94%) AWS Developer
10 57 (12.61%) Senior Python Developer
11 55 (12.17%) Python Engineer
12 51 (11.28%) Django Developer
12 51 (11.28%) Python/Django Developer
13 50 (11.06%) Security Engineer
14 49 (10.84%) Python Software Engineer
15 48 (10.62%) Senior Data Engineer
16 38 (8.41%) Senior Cloud Engineer
17 35 (7.74%) Java Engineer
17 35 (7.74%) Senior Security Engineer
Libraries, Frameworks & Software Standards
1 144 (31.86%) Kafka
2 73 (16.15%) gRPC
3 53 (11.73%) Django
3 53 (11.73%) Flask
4 51 (11.28%) FastAPI
4 51 (11.28%) SQLAlchemy
4 51 (11.28%) WebSockets
5 46 (10.18%) pytest
6 45 (9.96%) Celery
7 39 (8.63%) Vue.js
8 37 (8.19%) .NET
9 35 (7.74%) ActiveMQ
10 34 (7.52%) JSON
11 32 (7.08%) XML
12 29 (6.42%) FHIR
13 28 (6.19%) YAML
14 26 (5.75%) Laravel
15 22 (4.87%) PySpark
16 19 (4.20%) Spark Streaming
17 18 (3.98%) REST
Miscellaneous
1 81 (17.92%) Hedge funds
2 73 (16.15%) Pricing Data
3 51 (11.28%) Video\Live Streaming
4 45 (9.96%) Video on Demand
5 33 (7.30%) Social Media
6 26 (5.75%) iPhone
6 26 (5.75%) Photography
6 26 (5.75%) Smartphone
7 17 (3.76%) Data Structures
8 16 (3.54%) Algorithms
9 10 (2.21%) Blog
10 9 (1.99%) Management Information System
10 9 (1.99%) Replication
11 8 (1.77%) Derivative
11 8 (1.77%) Fixed Income
11 8 (1.77%) Self-Motivation
12 6 (1.33%) Cloud Native
13 5 (1.11%) Credit Risk
13 5 (1.11%) User Experience
14 4 (0.88%) Virtual Team
Operating Systems
1 34 (7.52%) Linux
2 14 (3.10%) Unix
3 9 (1.99%) Windows
4 8 (1.77%) Mesosphere
5 1 (0.22%) Android
5 1 (0.22%) Apple iOS
Processes & Methodologies
1 224 (49.56%) Agile Software Development
2 181 (40.04%) CI/CD
3 158 (34.96%) Analytics
4 145 (32.08%) Data Science
4 145 (32.08%) Software Engineering
5 140 (30.97%) ETL
5 140 (30.97%) Microservices
6 137 (30.31%) DevOps
7 130 (28.76%) Artificial Intelligence
8 126 (27.88%) Data Management
9 123 (27.21%) Data Engineering
10 114 (25.22%) Data Pipeline
11 95 (21.02%) Test Automation
12 89 (19.69%) Asset Management
13 88 (19.47%) TDD
14 85 (18.81%) Data Analytics
15 81 (17.92%) Investment Management
16 76 (16.81%) Project Delivery
17 74 (16.37%) Data Modelling
17 74 (16.37%) Enterprise Data Management
Programming Languages
1 363 (80.31%) Python
2 228 (50.44%) SQL
3 203 (44.91%) Java
4 104 (23.01%) Scala
5 63 (13.94%) Bash
6 53 (11.73%) PowerShell
7 49 (10.84%) JavaScript
8 26 (5.75%) PHP
9 18 (3.98%) C#
10 8 (1.77%) Go
10 8 (1.77%) R
11 6 (1.33%) TypeScript
12 5 (1.11%) T-SQL
13 4 (0.88%) C++
14 3 (0.66%) PL/SQL
15 1 (0.22%) Java 8
15 1 (0.22%) Ruby
Qualifications
1 66 (14.60%) AWS Certification
2 50 (11.06%) (ISC)2 CCSP
2 50 (11.06%) Cisco Certification
2 50 (11.06%) CISSP
3 15 (3.32%) CCSP
4 13 (2.88%) Degree
5 6 (1.33%) Computer Science Degree
6 4 (0.88%) SC Cleared
6 4 (0.88%) Security Cleared
7 2 (0.44%) Master's Degree
7 2 (0.44%) Numerate Degree
Quality Assurance & Compliance
1 81 (17.92%) QA
2 29 (6.42%) CDISC
2 29 (6.42%) HL7
3 14 (3.10%) Data Quality
4 5 (1.11%) GDPR
5 2 (0.44%) Accessibility
System Software
1 140 (30.97%) Docker
2 14 (3.10%) Apache Flume
3 8 (1.77%) HDFS
4 7 (1.55%) VirtualBox
Systems Management
1 101 (22.35%) Terraform
2 81 (17.92%) Kubernetes
3 37 (8.19%) Ansible
4 16 (3.54%) Oozie
5 10 (2.21%) Kibana
5 10 (2.21%) Opscode Chef
5 10 (2.21%) Puppet
6 8 (1.77%) Automic
6 8 (1.77%) Consul
6 8 (1.77%) Prometheus
7 7 (1.55%) Docker Swarm
7 7 (1.55%) logstash
Vendors
1 85 (18.81%) Databricks
2 52 (11.50%) Microsoft
3 45 (9.96%) Talend
4 32 (7.08%) Cloudera
5 30 (6.64%) Alteryx
6 26 (5.75%) Apple
6 26 (5.75%) Google
7 18 (3.98%) Hortonworks
8 15 (3.32%) ServiceNow
9 13 (2.88%) Informatica
10 10 (2.21%) Splunk
11 9 (1.99%) Salesforce.com
12 8 (1.77%) Cognizant
13 7 (1.55%) IBM
14 5 (1.11%) Sage
15 4 (0.88%) Oracle
16 2 (0.44%) Cognos
16 2 (0.44%) Datameer
16 2 (0.44%) Dell
16 2 (0.44%) Teradata