Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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

Amazon Athena
England > London
6 months to
28 May 2022		 Same period 2021 Same period 2020
Rank 499 500 436
Rank change year-on-year +1 -64 +224
Permanent jobs citing Amazon Athena 445 116 189
As % of all permanent jobs advertised in London 0.62% 0.33% 0.50%
As % of the Database & Business Intelligence category 1.93% 1.13% 1.82%
Number of salaries quoted 127 102 168
10th Percentile £50,750 - £57,125
25th Percentile £73,750 £46,250 £67,188
Median annual salary (50th Percentile) £85,000 £75,000 £117,500
Median % change year-on-year +13.33% -36.17% +62.07%
75th Percentile £110,000 £87,500 £161,250
90th Percentile £132,800 £92,500 -
England median annual salary £75,000 £70,000 £92,500
% change year-on-year +7.14% -24.32% +42.31%

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 23,034 10,262 10,380
As % of all permanent IT jobs advertised in London 31.92% 29.03% 27.56%
Number of salaries quoted 8,926 7,311 8,498
10th Percentile £45,000 £43,750 £40,000
25th Percentile £53,750 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -
75th Percentile £90,000 £87,500 £85,000
90th Percentile £108,750 £102,500 £105,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 May 2022.

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 May 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
Central London -29 14 £70,000 -6.67% 1
South London -45 11 £47,500 -20.83%
West London -68 6 £75,000 -4.76%
Amazon Athena
England

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

1 432 (97.08%) AWS
2 331 (74.38%) Python
3 297 (66.74%) Amazon S3
4 247 (55.51%) Agile
5 245 (55.06%) Azure
6 227 (51.01%) Serverless
7 226 (50.79%) Java
8 224 (50.34%) GCP
9 223 (50.11%) Analytics
10 217 (48.76%) SQL
11 211 (47.42%) CI/CD
12 202 (45.39%) Amazon DynamoDB
13 199 (44.72%) DevOps
14 185 (41.57%) Data Engineering
14 185 (41.57%) Terraform
15 184 (41.35%) AWS Lambda
16 174 (39.10%) Docker
17 166 (37.30%) Amazon Kinesis
18 165 (37.08%) Jenkins
19 161 (36.18%) Finance
20 155 (34.83%) Kubernetes
21 149 (33.48%) Apache Airflow
22 148 (33.26%) Amazon Redshift
23 146 (32.81%) TDD
24 142 (31.91%) Kafka
25 137 (30.79%) Data Science
26 135 (30.34%) Infrastructure as Code
26 135 (30.34%) Apache Spark
27 128 (28.76%) Event-Driven
28 127 (28.54%) Scala

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
1 149 (33.48%) Apache Airflow
2 135 (30.34%) Apache Spark
3 102 (22.92%) Elasticsearch
4 43 (9.66%) Apache
5 36 (8.09%) SAS
6 33 (7.42%) Apache Pulsar
7 5 (1.12%) Luigi
8 4 (0.90%) Confluence
9 2 (0.45%) CMS
Applications
1 2 (0.45%) Microsoft Excel
Business Applications
1 12 (2.70%) Payment Gateway
2 2 (0.45%) SimCorp Dimension
3 1 (0.22%) Acoustic Campaign
3 1 (0.22%) Adobe Campaign
3 1 (0.22%) Eagle PACE
3 1 (0.22%) Markit EDM
Cloud Services
1 432 (97.08%) AWS
2 297 (66.74%) Amazon S3
3 245 (55.06%) Azure
4 227 (51.01%) Serverless
5 224 (50.34%) GCP
6 184 (41.35%) AWS Lambda
7 166 (37.30%) Amazon Kinesis
8 120 (26.97%) AWS CloudFormation
9 101 (22.70%) Amazon ECS
10 97 (21.80%) Amazon CloudWatch
11 58 (13.03%) Amazon EMR
11 58 (13.03%) Snowflake
12 39 (8.76%) Amazon Cognito
12 39 (8.76%) Azure Data Factory
13 36 (8.09%) Collibra
14 34 (7.64%) Cloud Computing
15 32 (7.19%) Power Platform
16 26 (5.84%) dbt
17 19 (4.27%) Datadog
18 18 (4.04%) Amazon EC2
Communications & Networking
1 26 (5.84%) WebEx
2 12 (2.70%) SMS
3 7 (1.57%) Wireshark
4 4 (0.90%) AMQP
4 4 (0.90%) DNS
5 1 (0.22%) Broadband
Database & Business Intelligence
1 202 (45.39%) Amazon DynamoDB
2 148 (33.26%) Amazon Redshift
3 107 (24.04%) Data Warehouse
4 106 (23.82%) NoSQL
5 91 (20.45%) Hadoop
6 81 (18.20%) Big Data
7 77 (17.30%) Data Lake
8 76 (17.08%) Sqoop
9 68 (15.28%) PostgreSQL
10 59 (13.26%) Amazon Aurora
11 55 (12.36%) Apache Hive
11 55 (12.36%) BigQuery
12 52 (11.69%) Amazon RDS
13 45 (10.11%) Metadata
14 40 (8.99%) Electronic Patient Records
14 40 (8.99%) Relational Database
15 39 (8.76%) MongoDB
16 38 (8.54%) Presto
17 37 (8.31%) HBase
17 37 (8.31%) Tableau
Development Applications
1 165 (37.08%) Jenkins
2 73 (16.40%) Travis CI
3 72 (16.18%) IBM UrbanCode
3 72 (16.18%) Octopus Deploy
3 72 (16.18%) Team Foundation Server
3 72 (16.18%) TeamCity
4 70 (15.73%) Git (software)
5 44 (9.89%) CircleCI
6 28 (6.29%) GitLab
7 7 (1.57%) JIRA
8 6 (1.35%) Atlassian Bamboo
8 6 (1.35%) git-flow
9 5 (1.12%) Deequ
10 3 (0.67%) Cucumber
10 3 (0.67%) Gradle
10 3 (0.67%) IntelliJ
10 3 (0.67%) Spinnaker
10 3 (0.67%) Vagrant
11 2 (0.45%) Jasmine
11 2 (0.45%) Storybook
General
1 161 (36.18%) Finance
2 89 (20.00%) Banking
3 81 (18.20%) Social Skills
4 55 (12.36%) Analytical Skills
5 53 (11.91%) Games
6 46 (10.34%) Inclusion and Diversity
7 31 (6.97%) Marketing
8 30 (6.74%) Retail
9 17 (3.82%) Aviation
10 14 (3.15%) Financial Institution
11 9 (2.02%) Influencing Skills
12 6 (1.35%) Front Office
13 3 (0.67%) Automotive
14 2 (0.45%) Legal
14 2 (0.45%) Presentation Skills
15 1 (0.22%) Advertising
15 1 (0.22%) Music Industry
15 1 (0.22%) Organisational Skills
15 1 (0.22%) Pharmaceutical
Job Titles
1 179 (40.22%) Data Engineer
2 115 (25.84%) Developer
3 60 (13.48%) Senior Data Engineer
4 45 (10.11%) Full Stack Developer
5 32 (7.19%) Python Developer
6 30 (6.74%) Engineering Manager
7 29 (6.52%) AWS Engineer
8 28 (6.29%) DevOps Engineer
9 24 (5.39%) Consultant
10 21 (4.72%) Cloud Engineer
11 16 (3.60%) Data Manager
11 16 (3.60%) Principal Consultant
12 15 (3.37%) Architect
12 15 (3.37%) Data Scientist
12 15 (3.37%) Senior DevOps
12 15 (3.37%) Senior DevOps Engineer
13 14 (3.15%) Business Intelligence Developer
13 14 (3.15%) Lead Developer
14 13 (2.92%) AWS Developer
14 13 (2.92%) Business Manager
Libraries, Frameworks & Software Standards
1 142 (31.91%) Kafka
2 95 (21.35%) Elastic Stack
3 88 (19.78%) REST
4 73 (16.40%) Web Services
5 57 (12.81%) PySpark
6 48 (10.79%) AngularJS
6 48 (10.79%) Spark Streaming
7 45 (10.11%) JSON
8 43 (9.66%) OAuth
9 40 (8.99%) XML
10 36 (8.09%) FHIR
11 34 (7.64%) React
12 33 (7.42%) Apache NiFi
13 29 (6.52%) Vue.js
14 25 (5.62%) Node.js
15 22 (4.94%) Apache Avro
15 22 (4.94%) Pandas
16 20 (4.49%) NumPy
16 20 (4.49%) SciPy
17 18 (4.04%) SQLAlchemy
Miscellaneous
1 80 (17.98%) Algorithms
2 72 (16.18%) Data Structures
3 51 (11.46%) Greenfield Project
4 41 (9.21%) PlayStation
5 33 (7.42%) Blog
6 26 (5.84%) Legacy Systems
7 24 (5.39%) Cloud Native
8 13 (2.92%) Self-Motivation
9 12 (2.70%) Client/Server
9 12 (2.70%) Credit Risk
9 12 (2.70%) Mobile App
9 12 (2.70%) Virtual Team
10 11 (2.47%) Marketing Technology
11 8 (1.80%) Hedge funds
12 7 (1.57%) Linux Command Line
13 6 (1.35%) Derivative
13 6 (1.35%) Equities
13 6 (1.35%) Fixed Income
13 6 (1.35%) Management Information System
13 6 (1.35%) Reference Data
Operating Systems
1 90 (20.22%) Linux
2 72 (16.18%) Mesosphere
2 72 (16.18%) Windows
3 12 (2.70%) Unix
Processes & Methodologies
1 247 (55.51%) Agile
2 223 (50.11%) Analytics
3 211 (47.42%) CI/CD
4 199 (44.72%) DevOps
5 185 (41.57%) Data Engineering
6 146 (32.81%) TDD
7 137 (30.79%) Data Science
8 135 (30.34%) Infrastructure as Code
9 128 (28.76%) Event-Driven
10 116 (26.07%) ETL
11 114 (25.62%) Data Pipeline
12 111 (24.94%) Software Engineering
13 106 (23.82%) Data Modelling
14 105 (23.60%) Continuous Delivery
15 96 (21.57%) Continuous Deployment
15 96 (21.57%) Stakeholder Management
16 92 (20.67%) OOP
17 87 (19.55%) Data Transformation
17 87 (19.55%) Mentoring
18 85 (19.10%) Microservices
Programming Languages
1 331 (74.38%) Python
2 226 (50.79%) Java
3 217 (48.76%) SQL
4 127 (28.54%) Scala
5 58 (13.03%) Go
6 33 (7.42%) JavaScript
7 24 (5.39%) Bash
7 24 (5.39%) PowerShell
8 22 (4.94%) Kotlin
9 11 (2.47%) C#
10 9 (2.02%) R
11 7 (1.57%) Ruby
12 3 (0.67%) Groovy
12 3 (0.67%) TypeScript
13 2 (0.45%) C
13 2 (0.45%) ES6
13 2 (0.45%) LookML
13 2 (0.45%) PL/SQL
13 2 (0.45%) T-SQL
Qualifications
1 34 (7.64%) Degree
2 22 (4.94%) AWS Certification
3 15 (3.37%) Computer Science Degree
4 12 (2.70%) Numerate Degree
5 6 (1.35%) PMI Certification
Quality Assurance & Compliance
1 36 (8.09%) CDISC
1 36 (8.09%) HL7
2 18 (4.04%) Data Quality
3 12 (2.70%) GDPR
4 2 (0.45%) QA
System Software
1 174 (39.10%) Docker
2 76 (17.08%) Apache Flume
3 4 (0.90%) HDFS
4 3 (0.67%) VirtualBox
Systems Management
1 185 (41.57%) Terraform
2 155 (34.83%) Kubernetes
3 104 (23.37%) Ansible
4 95 (21.35%) Kibana
4 95 (21.35%) Opscode Chef
4 95 (21.35%) Puppet
5 93 (20.90%) logstash
6 78 (17.53%) Oozie
7 72 (16.18%) Automic
7 72 (16.18%) Consul
7 72 (16.18%) Prometheus
8 3 (0.67%) Docker Swarm
Vendors
1 95 (21.35%) Splunk
2 82 (18.43%) Cloudera
3 54 (12.13%) Databricks
4 53 (11.91%) Google
5 41 (9.21%) Talend
6 36 (8.09%) Alteryx
7 17 (3.82%) Hitachi
8 14 (3.15%) Oracle
9 6 (1.35%) Bloomberg
9 6 (1.35%) Hortonworks
10 4 (0.90%) Cognizant
11 3 (0.67%) IBM
11 3 (0.67%) Informatica
11 3 (0.67%) Salesforce.com
12 2 (0.45%) GoldenSource
12 2 (0.45%) SimCorp
13 1 (0.22%) Adobe
13 1 (0.22%) Salesforce Marketing Cloud
13 1 (0.22%) Spotify