Period
to 28 October 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 28 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Athena
England > London
6 months to
28 Oct 2021
Same period 2020 Same period 2019
Rank 427 404 523
Rank change year-on-year -23 +119 +265
Permanent jobs citing Amazon Athena 323 63 226
As % of all permanent jobs advertised in London 0.63% 0.32% 0.41%
As % of the Database & Business Intelligence category 1.99% 1.10% 1.43%
Number of salaries quoted 272 54 184
10th Percentile £62,500 £57,500 £55,000
25th Percentile £75,000 £59,375 £70,000
Median annual salary (50th Percentile) £95,000 £65,000 £87,500
Median % change year-on-year +46.15% -25.71% +9.38%
75th Percentile £132,500 £75,000 £119,063
90th Percentile " £109,250 £143,750
England median annual salary £95,000 £65,000 £85,000
% change year-on-year +46.15% -23.53% +6.25%

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 advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 16,191 5,739 15,824
As % of all permanent IT jobs advertised in London 31.72% 28.77% 28.94%
Number of salaries quoted 9,618 4,893 13,216
10th Percentile £45,000 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £83,563
90th Percentile £107,500 £102,500 £100,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Amazon Athena
Job Vacancy Trend in London

Job postings citing Amazon Athena as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon Athena in London

Amazon Athena
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Athena in London.

Salary trend for Amazon Athena in London

Amazon Athena
Salary Histogram in London

Salary distribution for jobs citing Amazon Athena in London over the 6 months to 28 October 2021.

Salary histogram for Amazon Athena in London

Amazon Athena
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Athena within the London region over the 6 months to 28 October 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
Central London -51 21 £62,500 - 6
East London -15 9 £85,000 +30.77% 1
West London -73 5 £72,500 - 1
South London -31 3 - -
Amazon Athena
England

For the 6 months to 28 October 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 across the London region with a requirement for Amazon Athena.

1 323 (100.00%) AWS
2 300 (92.88%) Python
3 243 (75.23%) Software Engineering
4 233 (72.14%) Serverless
5 231 (71.52%) Agile Software Development
6 228 (70.59%) Java
7 223 (69.04%) AWS Lambda
8 210 (65.02%) SQL
9 205 (63.47%) Web Services
10 188 (58.20%) Finance
11 176 (54.49%) Asset Management
11 176 (54.49%) Investment Management
11 176 (54.49%) Microservices
12 172 (53.25%) Amazon ECS
13 171 (52.94%) Amazon Aurora
14 166 (51.39%) Data Science
15 165 (51.08%) Amazon EC2
16 164 (50.77%) Hedge funds
17 156 (48.30%) Artificial Intelligence
18 154 (47.68%) Banking
19 153 (47.37%) QA
20 145 (44.89%) Data Management
21 137 (42.41%) Enterprise Data Management
21 137 (42.41%) gRPC
21 137 (42.41%) Project Delivery
22 136 (42.11%) Pricing Data
23 133 (41.18%) Test Automation
24 118 (36.53%) Analytics
25 109 (33.75%) Kubernetes
26 108 (33.44%) Docker

Amazon Athena
Co-occurring IT Skills in London 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 48 (14.86%) Apache Airflow
2 45 (13.93%) Apache Spark
3 23 (7.12%) Elasticsearch
4 18 (5.57%) Confluence
5 5 (1.55%) Luigi
6 4 (1.24%) Apache
6 4 (1.24%) SAS
7 2 (0.62%) IBM Domino
Applications
1 12 (3.72%) Microsoft Excel
2 2 (0.62%) Spreadsheet
3 1 (0.31%) Microsoft PowerPoint
Cloud Services
1 323 (100.00%) AWS
2 233 (72.14%) Serverless
3 223 (69.04%) AWS Lambda
4 172 (53.25%) Amazon ECS
5 165 (51.08%) Amazon EC2
6 104 (32.20%) GCP
7 97 (30.03%) Azure
8 86 (26.63%) Amazon S3
9 58 (17.96%) Amazon Kinesis
10 55 (17.03%) Amazon EMR
11 51 (15.79%) AWS CloudFormation
12 32 (9.91%) Amazon CloudWatch
13 21 (6.50%) AWS Step Functions
13 21 (6.50%) IBM Cloud
14 20 (6.19%) Snowflake
15 14 (4.33%) Amazon SQS
16 10 (3.10%) Amazon EKS
16 10 (3.10%) Cloud Functions
16 10 (3.10%) Google App Engine
16 10 (3.10%) Google Container Engine
Communications & Networking
1 16 (4.95%) WebEx
2 6 (1.86%) Cisco IPT
3 4 (1.24%) Broadband
4 3 (0.93%) AMQP
4 3 (0.93%) DNS
Database & Business Intelligence
1 171 (52.94%) Amazon Aurora
2 64 (19.81%) Amazon Redshift
3 63 (19.50%) Amazon DynamoDB
4 42 (13.00%) Big Data
5 33 (10.22%) Electronic Patient Records
6 29 (8.98%) NoSQL
7 26 (8.05%) Neo4j
8 25 (7.74%) Hadoop
8 25 (7.74%) PostgreSQL
9 23 (7.12%) Data Warehouse
10 21 (6.50%) Data Lake
11 19 (5.88%) Amazon RDS
12 16 (4.95%) Looker
13 15 (4.64%) Tableau
14 13 (4.02%) SQL Server Integration Services
15 12 (3.72%) BigQuery
16 10 (3.10%) MySQL
17 6 (1.86%) Relational Database
18 5 (1.55%) MariaDB
18 5 (1.55%) Redis
Development Applications
1 59 (18.27%) Jenkins
2 26 (8.05%) Git (software)
3 25 (7.74%) IBM UrbanCode
3 25 (7.74%) Octopus Deploy
3 25 (7.74%) Team Foundation Server
3 25 (7.74%) TeamCity
3 25 (7.74%) Travis CI
4 23 (7.12%) Atlassian Bamboo
5 21 (6.50%) JIRA
5 21 (6.50%) Vagrant
6 5 (1.55%) Spinnaker
7 4 (1.24%) kappa
8 2 (0.62%) Bitbucket
8 2 (0.62%) CircleCI
8 2 (0.62%) PHPUnit
General
1 188 (58.20%) Finance
2 154 (47.68%) Banking
3 40 (12.38%) Front Office
4 12 (3.72%) Social Skills
5 10 (3.10%) Retail
6 7 (2.17%) Analytical Skills
6 7 (2.17%) Marketing
7 4 (1.24%) Legal
8 3 (0.93%) Automotive
9 1 (0.31%) Advertising
9 1 (0.31%) Electronics
9 1 (0.31%) Law
9 1 (0.31%) Manufacturing
9 1 (0.31%) Presentation Skills
Job Titles
1 181 (56.04%) Developer
1 181 (56.04%) Software Engineer
2 165 (51.08%) AWS Engineer
3 136 (42.11%) AWS Software Engineer
3 136 (42.11%) Developer/Software Engineer
4 102 (31.58%) Python Engineer
5 100 (30.96%) AWS Developer
6 95 (29.41%) Python Software Engineer
7 89 (27.55%) Data Engineer
8 81 (25.08%) Python Developer
9 79 (24.46%) Java Engineer
10 78 (24.15%) Java Software Engineer
11 62 (19.20%) Java Developer
12 58 (17.96%) Java Software Developer
13 41 (12.69%) Lead Software Engineer
14 37 (11.46%) Senior Developer
15 27 (8.36%) Lead Developer
16 20 (6.19%) Lead Software Developer
16 20 (6.19%) Senior Software Developer
16 20 (6.19%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 205 (63.47%) Web Services
2 137 (42.41%) gRPC
3 66 (20.43%) React
4 59 (18.27%) Kafka
5 54 (16.72%) AngularJS
6 47 (14.55%) Vue.js
7 31 (9.60%) Elastic Stack
8 27 (8.36%) REST
9 24 (7.43%) J2EE
10 23 (7.12%) Spark Streaming
11 16 (4.95%) Node.js
12 14 (4.33%) PySpark
13 8 (2.48%) Pandas
14 5 (1.55%) Flask
14 5 (1.55%) JSON
15 4 (1.24%) Django
15 4 (1.24%) Serverless Framework
15 4 (1.24%) TensorFlow
16 3 (0.93%) FastAPI
16 3 (0.93%) scikit-learn
Miscellaneous
1 164 (50.77%) Hedge funds
2 136 (42.11%) Pricing Data
3 40 (12.38%) Derivative
3 40 (12.38%) Fixed Income
4 13 (4.02%) PlayStation
5 12 (3.72%) Equities
5 12 (3.72%) Foreign Exchange (FX)
5 12 (3.72%) Market Risk
6 11 (3.41%) Management Information System
7 9 (2.79%) Replication
8 7 (2.17%) Social Media
9 6 (1.86%) Data Structures
10 5 (1.55%) Self-Motivation
11 3 (0.93%) Algorithms
11 3 (0.93%) Credit Risk
11 3 (0.93%) Video on Demand
11 3 (0.93%) Video\Live Streaming
12 2 (0.62%) FMCG
12 2 (0.62%) iPhone
12 2 (0.62%) Smartphone
Operating Systems
1 38 (11.76%) Linux
2 26 (8.05%) Windows
3 25 (7.74%) Mesosphere
4 12 (3.72%) Unix
Processes & Methodologies
1 243 (75.23%) Software Engineering
2 231 (71.52%) Agile Software Development
3 176 (54.49%) Asset Management
3 176 (54.49%) Investment Management
3 176 (54.49%) Microservices
4 166 (51.39%) Data Science
5 156 (48.30%) Artificial Intelligence
6 145 (44.89%) Data Management
7 137 (42.41%) Enterprise Data Management
7 137 (42.41%) Project Delivery
8 133 (41.18%) Test Automation
9 118 (36.53%) Analytics
10 89 (27.55%) DevOps
11 65 (20.12%) ETL
12 61 (18.89%) Continuous Integration
13 58 (17.96%) Configuration Management
14 55 (17.03%) Data Pipeline
15 52 (16.10%) Data Analytics
16 48 (14.86%) Data Engineering
17 43 (13.31%) Infrastructure as Code
Programming Languages
1 300 (92.88%) Python
2 228 (70.59%) Java
3 210 (65.02%) SQL
4 69 (21.36%) JavaScript
5 26 (8.05%) Scala
6 25 (7.74%) Go
7 17 (5.26%) Bash Shell
8 12 (3.72%) Kotlin
9 7 (2.17%) PowerShell
10 6 (1.86%) Clojure
10 6 (1.86%) Groovy
10 6 (1.86%) R
11 5 (1.55%) C#
12 4 (1.24%) TypeScript
13 3 (0.93%) PHP
14 2 (0.62%) Shell Script
14 2 (0.62%) T-SQL
15 1 (0.31%) C
15 1 (0.31%) PL/SQL
Qualifications
1 14 (4.33%) AWS Certification
2 6 (1.86%) (ISC)2 CCSP
2 6 (1.86%) Cisco Certification
2 6 (1.86%) CISSP
3 4 (1.24%) Degree
4 3 (0.93%) PhD
5 2 (0.62%) CCSP
6 1 (0.31%) Master's Degree
Quality Assurance & Compliance
1 153 (47.37%) QA
2 4 (1.24%) Data Quality
3 2 (0.62%) Accessibility
System Software
1 108 (33.44%) Docker
2 21 (6.50%) VirtualBox
Systems Management
1 109 (33.75%) Kubernetes
2 104 (32.20%) Terraform
3 66 (20.43%) Ansible
4 31 (9.60%) Kibana
4 31 (9.60%) Opscode Chef
4 31 (9.60%) Puppet
5 25 (7.74%) Automic
5 25 (7.74%) Consul
5 25 (7.74%) Prometheus
6 22 (6.81%) logstash
7 21 (6.50%) Docker Swarm
8 3 (0.93%) Oozie
9 1 (0.31%) Mesos
Vendors
1 31 (9.60%) Google
1 31 (9.60%) Splunk
2 28 (8.67%) Talend
3 26 (8.05%) Cloudera
3 26 (8.05%) Hortonworks
4 25 (7.74%) Informatica
5 21 (6.50%) IBM
6 12 (3.72%) Salesforce.com
7 8 (2.48%) Microsoft
8 6 (1.86%) Databricks
9 4 (1.24%) BT
9 4 (1.24%) ServiceNow
10 2 (0.62%) Apple
10 2 (0.62%) Atlassian
10 2 (0.62%) Cognos
10 2 (0.62%) Datameer
10 2 (0.62%) Dell
11 1 (0.31%) Cadence