Period
to 20 September 2021

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 20 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
20 Sep 2021
Same period 2020 Same period 2019
Rank 659 596 890
Rank change year-on-year -63 +294 +252
Permanent jobs citing Amazon Athena 391 103 215
As % of all permanent jobs advertised in the UK 0.32% 0.21% 0.15%
As % of the Database & Business Intelligence category 1.15% 0.73% 0.55%
Number of salaries quoted 315 79 152
10th Percentile £47,500 £55,000 £47,500
25th Percentile £65,000 £59,375 £57,500
Median annual salary (50th Percentile) £90,000 £70,000 £80,000
Median % change year-on-year +28.57% -12.50% +6.67%
75th Percentile £126,250 £126,250 £95,000
90th Percentile £132,500 £161,250 £125,000
UK excluding London median annual salary £67,500 £60,000 £55,000
% change year-on-year +12.50% +9.09% -37.14%

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 34,135 14,095 38,791
As % of all permanent IT jobs advertised in the UK 28.20% 28.69% 27.44%
Number of salaries quoted 21,971 11,823 31,963
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £41,750 £38,250
Median annual salary (50th Percentile) £57,500 £55,000 £52,000
Median % change year-on-year +4.55% +5.77% +4.00%
75th Percentile £77,000 £72,500 £70,000
90th Percentile £95,000 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 20 September 2021.

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 20 September 2021. 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 -62 356 £95,000 +33.33% 37
London -27 303 £95,000 +26.67% 21
Work from Home -184 97 £90,000 +28.57% 10
UK excluding London -193 65 £67,500 +12.50% 18
North of England -95 26 £60,000 - 6
Yorkshire -92 14 £50,000 -13.04% 3
South West -77 9 £70,000 - 3
North West -86 9 £70,000 +12.00% 2
Midlands - 7 £60,000 - 2
West Midlands - 7 £60,000 - 2
Scotland -92 6 £70,000 - 3
South East -161 6 £67,500 +12.50% 2
Wales - 4 £67,500 -
Northern Ireland - 4 - -
East of England -87 3 £70,000 +27.27% 2
North East - 3 £53,750 - 1

For the 6 months to 20 September 2021, 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.

1 387 (98.98%) AWS
2 363 (92.84%) Python
3 256 (65.47%) Agile Software Development
4 249 (63.68%) Software Engineering
5 246 (62.92%) SQL
6 241 (61.64%) Serverless
7 209 (53.45%) AWS Lambda
8 207 (52.94%) Java
9 186 (47.57%) Web Services
10 176 (45.01%) Analytics
10 176 (45.01%) Data Science
11 173 (44.25%) Finance
12 171 (43.73%) Microservices
13 161 (41.18%) Amazon EC2
14 159 (40.66%) Amazon ECS
15 152 (38.87%) Docker
15 152 (38.87%) Artificial Intelligence
16 150 (38.36%) GCP
16 150 (38.36%) Amazon Aurora
17 148 (37.85%) Asset Management
17 148 (37.85%) Investment Management
18 146 (37.34%) Terraform
19 141 (36.06%) Kubernetes
20 136 (34.78%) Hedge funds
21 133 (34.02%) Azure
22 127 (32.48%) Data Management
22 127 (32.48%) Amazon Redshift
23 125 (31.97%) QA
24 120 (30.69%) Banking
25 119 (30.43%) Amazon S3

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 96 (24.55%) Apache Spark
2 48 (12.28%) Apache Airflow
3 26 (6.65%) Elasticsearch
4 16 (4.09%) Confluence
5 9 (2.30%) Apache
6 4 (1.02%) SAS
7 2 (0.51%) Luigi
Applications
1 10 (2.56%) Microsoft Excel
2 1 (0.26%) SPSS
Business Applications
1 11 (2.81%) Payment Gateway
Cloud Services
1 387 (98.98%) AWS
2 241 (61.64%) Serverless
3 209 (53.45%) AWS Lambda
4 161 (41.18%) Amazon EC2
5 159 (40.66%) Amazon ECS
6 150 (38.36%) GCP
7 133 (34.02%) Azure
8 119 (30.43%) Amazon S3
9 84 (21.48%) Amazon EMR
10 79 (20.20%) Amazon Kinesis
11 64 (16.37%) AWS CloudFormation
12 47 (12.02%) IBM Cloud
13 42 (10.74%) Snowflake
14 38 (9.72%) Amazon CloudWatch
15 26 (6.65%) Google App Engine
16 24 (6.14%) CloudFront
17 22 (5.63%) Cloud Functions
18 21 (5.37%) Google Compute Engine
18 21 (5.37%) Google Container Engine
19 19 (4.86%) AWS Step Functions
Communications & Networking
1 20 (5.12%) AMQP
1 20 (5.12%) DNS
2 16 (4.09%) WebEx
3 11 (2.81%) SMS
4 5 (1.28%) Cisco IPT
5 4 (1.02%) FTP
6 2 (0.51%) Broadband
Database & Business Intelligence
1 150 (38.36%) Amazon Aurora
2 127 (32.48%) Amazon Redshift
3 94 (24.04%) Amazon DynamoDB
4 92 (23.53%) Big Data
5 77 (19.69%) NoSQL
6 61 (15.60%) Hadoop
7 57 (14.58%) Neo4j
8 54 (13.81%) Electronic Patient Records
9 49 (12.53%) Data Warehouse
10 48 (12.28%) PostgreSQL
11 40 (10.23%) Data Lake
12 38 (9.72%) Amazon RDS
13 28 (7.16%) Amazon QuickSight
14 22 (5.63%) BigQuery
15 20 (5.12%) Looker
15 20 (5.12%) Redis
16 18 (4.60%) Tableau
17 16 (4.09%) MySQL
18 11 (2.81%) Oracle Database
18 11 (2.81%) SQL Server Integration Services
Development Applications
1 91 (23.27%) Jenkins
2 47 (12.02%) Atlassian Bamboo
2 47 (12.02%) Git (software)
2 47 (12.02%) Vagrant
3 25 (6.39%) IBM UrbanCode
3 25 (6.39%) Octopus Deploy
3 25 (6.39%) Team Foundation Server
3 25 (6.39%) TeamCity
3 25 (6.39%) Travis CI
4 23 (5.88%) JIRA
5 20 (5.12%) CircleCI
6 18 (4.60%) Selenium
7 10 (2.56%) Spinnaker
8 5 (1.28%) kappa
General
1 173 (44.25%) Finance
2 120 (30.69%) Banking
3 40 (10.23%) Front Office
4 34 (8.70%) Social Skills
5 28 (7.16%) Retail
6 18 (4.60%) Automotive
7 14 (3.58%) Marketing
8 8 (2.05%) Analytical Skills
8 8 (2.05%) Public Sector
9 2 (0.51%) Legal
9 2 (0.51%) Manufacturing
10 1 (0.26%) Advertising
10 1 (0.26%) Electronics
10 1 (0.26%) Law
10 1 (0.26%) Presentation Skills
Job Titles
1 169 (43.22%) Developer
2 162 (41.43%) AWS Engineer
3 159 (40.66%) Software Engineer
4 124 (31.71%) Data Engineer
5 108 (27.62%) AWS Software Engineer
5 108 (27.62%) Developer/Software Engineer
6 90 (23.02%) Python Engineer
7 80 (20.46%) Python Developer
8 78 (19.95%) Python Software Engineer
9 70 (17.90%) AWS Developer
10 67 (17.14%) Java Engineer
11 66 (16.88%) Java Software Engineer
12 51 (13.04%) Senior Developer
13 50 (12.79%) Java Developer
14 46 (11.76%) Java Software Developer
15 41 (10.49%) Lead Software Engineer
16 38 (9.72%) Architect
16 38 (9.72%) Data Architect
17 29 (7.42%) Senior Python Developer
18 28 (7.16%) Lead Developer
Libraries, Frameworks & Software Standards
1 186 (47.57%) Web Services
2 109 (27.88%) gRPC
3 70 (17.90%) Kafka
4 66 (16.88%) React
5 58 (14.83%) AngularJS
6 50 (12.79%) Spark Streaming
7 45 (11.51%) Vue.js
8 39 (9.97%) REST
9 31 (7.93%) Elastic Stack
10 30 (7.67%) PySpark
11 22 (5.63%) Flask
12 21 (5.37%) Django
13 20 (5.12%) FastAPI
13 20 (5.12%) SQLAlchemy
13 20 (5.12%) WebSockets
14 18 (4.60%) Celery
14 18 (4.60%) J2EE
14 18 (4.60%) pytest
15 17 (4.35%) Node.js
16 11 (2.81%) .NET
Miscellaneous
1 136 (34.78%) Hedge funds
2 108 (27.62%) Pricing Data
3 40 (10.23%) Derivative
3 40 (10.23%) Fixed Income
4 22 (5.63%) Data Structures
5 20 (5.12%) Video\Live Streaming
6 18 (4.60%) Video on Demand
7 16 (4.09%) Self-Motivation
8 15 (3.84%) Virtual Team
9 13 (3.32%) PlayStation
10 12 (3.07%) Equities
10 12 (3.07%) Foreign Exchange (FX)
10 12 (3.07%) Market Risk
10 12 (3.07%) Mobile App
11 11 (2.81%) Client/Server
12 10 (2.56%) Management Information System
13 5 (1.28%) NHS
14 3 (0.77%) Credit Risk
14 3 (0.77%) Digital Media
14 3 (0.77%) Replication
Operating Systems
1 51 (13.04%) Linux
2 27 (6.91%) Windows
3 25 (6.39%) Mesosphere
4 13 (3.32%) Unix
5 1 (0.26%) Windows Server
Processes & Methodologies
1 256 (65.47%) Agile Software Development
2 249 (63.68%) Software Engineering
3 176 (45.01%) Analytics
3 176 (45.01%) Data Science
4 171 (43.73%) Microservices
5 152 (38.87%) Artificial Intelligence
6 148 (37.85%) Asset Management
6 148 (37.85%) Investment Management
7 127 (32.48%) Data Management
8 113 (28.90%) ETL
9 109 (27.88%) Enterprise Data Management
9 109 (27.88%) Project Delivery
10 106 (27.11%) Test Automation
11 94 (24.04%) Data Pipeline
12 87 (22.25%) Continuous Integration
13 86 (21.99%) Data Engineering
13 86 (21.99%) DevOps
14 82 (20.97%) Configuration Management
15 64 (16.37%) Data Analytics
16 59 (15.09%) Unit Testing
Programming Languages
1 363 (92.84%) Python
2 246 (62.92%) SQL
3 207 (52.94%) Java
4 64 (16.37%) JavaScript
5 41 (10.49%) Scala
6 28 (7.16%) Go
7 17 (4.35%) Bash Shell
8 14 (3.58%) Kotlin
9 9 (2.30%) TypeScript
10 7 (1.79%) PowerShell
10 7 (1.79%) R
11 6 (1.53%) Clojure
11 6 (1.53%) Groovy
11 6 (1.53%) PHP
12 5 (1.28%) C#
13 2 (0.51%) Shell Script
13 2 (0.51%) T-SQL
14 1 (0.26%) C
Qualifications
1 20 (5.12%) AWS Certification
2 14 (3.58%) Degree
3 11 (2.81%) Numerate Degree
4 5 (1.28%) (ISC)2 CCSP
4 5 (1.28%) Cisco Certification
4 5 (1.28%) CISSP
5 4 (1.02%) SC Cleared
5 4 (1.02%) Security Cleared
6 3 (0.77%) CCSP
6 3 (0.77%) PhD
Quality Assurance & Compliance
1 125 (31.97%) QA
2 14 (3.58%) GDPR
3 5 (1.28%) Data Quality
4 1 (0.26%) Actionable Recommendations
System Software
1 152 (38.87%) Docker
2 47 (12.02%) VirtualBox
3 1 (0.26%) Active Directory
Systems Management
1 146 (37.34%) Terraform
2 141 (36.06%) Kubernetes
3 91 (23.27%) Ansible
4 47 (12.02%) Docker Swarm
5 31 (7.93%) Kibana
5 31 (7.93%) Opscode Chef
5 31 (7.93%) Puppet
6 25 (6.39%) Automic
6 25 (6.39%) Consul
6 25 (6.39%) Prometheus
7 22 (5.63%) logstash
8 2 (0.51%) Oozie
9 1 (0.26%) Mesos
Vendors
1 72 (18.41%) Google
2 56 (14.32%) Cloudera
2 56 (14.32%) Hortonworks
3 54 (13.81%) Informatica
4 53 (13.55%) Talend
5 47 (12.02%) IBM
6 31 (7.93%) Splunk
7 11 (2.81%) Databricks
7 11 (2.81%) Oracle
8 10 (2.56%) Salesforce.com
9 9 (2.30%) Microsoft
10 5 (1.28%) Remedy
10 5 (1.28%) ServiceNow
11 4 (1.02%) BT
12 3 (0.77%) Birst
12 3 (0.77%) SAP
12 3 (0.77%) SnapLogic
13 2 (0.51%) Teradata
14 1 (0.26%) Alteryx
14 1 (0.26%) Cadence