Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 July 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 24 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Athena
England > London
6 months to
24 Jul 2021		 Same period 2020 Same period 2019
Rank 456 453 621
Rank change year-on-year -3 +168 +177
Permanent jobs citing Amazon Athena 239 120 135
As % of all permanent jobs advertised in London 0.53% 0.41% 0.23%
As % of the Database & Business Intelligence category 1.66% 1.44% 0.81%
Number of salaries quoted 208 100 88
10th Percentile £46,250 £56,250 "
25th Percentile £67,188 £61,250 £57,500
Median annual salary (50th Percentile) £85,000 £81,250 £76,250
Median % change year-on-year +4.62% +6.56% +12.96%
75th Percentile £126,250 £126,250 £90,000
90th Percentile £132,500 £161,250 £125,000
England median annual salary £80,000 £75,000 £70,000
% change year-on-year +6.67% +7.14% +3.70%

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 14,374 8,318 16,700
As % of all permanent IT jobs advertised in London 31.91% 28.27% 29.00%
Number of salaries quoted 8,721 6,764 14,090
10th Percentile £44,000 £41,250 £38,500
25th Percentile £52,500 £51,250 £48,000
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £88,750 £85,000 £82,500
90th Percentile £105,000 £101,250 £95,000
England median annual salary £57,000 £55,000 £52,500
% change year-on-year +3.64% +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 24 July 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 24 July 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 -4 10 £65,000 -30.67% 5
South London -23 1 £57,500 -14.81%
West London -35 1 £70,000 +55.56% 1
Amazon Athena
England

For the 6 months to 24 July 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.

1 239 (100.00%) AWS
2 224 (93.72%) Python
3 190 (79.50%) Software Engineering
4 180 (75.31%) Agile Software Development
5 163 (68.20%) SQL
6 142 (59.41%) Serverless
7 135 (56.49%) GCP
8 134 (56.07%) Data Science
9 131 (54.81%) Analytics
10 125 (52.30%) Kubernetes
11 124 (51.88%) Artificial Intelligence
12 122 (51.05%) Docker
12 122 (51.05%) Azure
13 121 (50.63%) Terraform
14 120 (50.21%) Java
15 112 (46.86%) AWS Lambda
16 111 (46.44%) Amazon Redshift
17 110 (46.03%) Web Services
18 103 (43.10%) ETL
19 102 (42.68%) Finance
20 99 (41.42%) Jenkins
21 95 (39.75%) Ansible
22 92 (38.49%) Asset Management
22 92 (38.49%) Investment Management
23 91 (38.08%) Data Pipeline
24 89 (37.24%) Data Engineering
24 89 (37.24%) Apache Spark
24 89 (37.24%) Continuous Integration
25 86 (35.98%) Amazon EMR
26 85 (35.56%) Configuration Management

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 89 (37.24%) Apache Spark
2 34 (14.23%) Apache Airflow
3 14 (5.86%) Elasticsearch
4 8 (3.35%) Confluence
5 3 (1.26%) Apache
5 3 (1.26%) SAS
6 1 (0.42%) Luigi
Applications
1 4 (1.67%) Microsoft Excel
Cloud Services
1 239 (100.00%) AWS
2 142 (59.41%) Serverless
3 135 (56.49%) GCP
4 122 (51.05%) Azure
5 112 (46.86%) AWS Lambda
6 86 (35.98%) Amazon EMR
7 82 (34.31%) Amazon ECS
8 79 (33.05%) Amazon EC2
9 70 (29.29%) IBM Cloud
10 60 (25.10%) Amazon S3
10 60 (25.10%) Snowflake
11 38 (15.90%) Amazon Kinesis
12 31 (12.97%) Cloud Functions
12 31 (12.97%) Google App Engine
13 30 (12.55%) Google Compute Engine
13 30 (12.55%) Google Container Engine
14 27 (11.30%) AWS CloudFormation
15 17 (7.11%) Amazon CloudWatch
16 12 (5.02%) Amazon SQS
17 9 (3.77%) Amazon EKS
Communications & Networking
1 9 (3.77%) WebEx
2 2 (0.84%) Cisco IPT
Database & Business Intelligence
1 111 (46.44%) Amazon Redshift
2 83 (34.73%) Big Data
3 80 (33.47%) Amazon Aurora
4 77 (32.22%) Neo4j
5 75 (31.38%) NoSQL
6 73 (30.54%) Hadoop
7 69 (28.87%) Electronic Patient Records
8 30 (12.55%) Amazon DynamoDB
9 24 (10.04%) Data Warehouse
10 14 (5.86%) PostgreSQL
11 12 (5.02%) BigQuery
11 12 (5.02%) Data Lake
11 12 (5.02%) Looker
12 10 (4.18%) Tableau
13 9 (3.77%) Amazon RDS
14 8 (3.35%) Amazon QuickSight
14 8 (3.35%) SQL Server Integration Services
15 4 (1.67%) Data Mining
15 4 (1.67%) Power BI
15 4 (1.67%) SQL Server
Development Applications
1 99 (41.42%) Jenkins
2 70 (29.29%) Atlassian Bamboo
2 70 (29.29%) Vagrant
3 14 (5.86%) IBM UrbanCode
3 14 (5.86%) Octopus Deploy
3 14 (5.86%) Team Foundation Server
3 14 (5.86%) TeamCity
3 14 (5.86%) Travis CI
4 13 (5.44%) Git (software)
5 9 (3.77%) JIRA
6 7 (2.93%) Spinnaker
7 3 (1.26%) Cucumber
7 3 (1.26%) SonarQube
8 2 (0.84%) kappa
General
1 102 (42.68%) Finance
2 68 (28.45%) Banking
3 32 (13.39%) Front Office
4 9 (3.77%) Marketing
4 9 (3.77%) Social Skills
5 7 (2.93%) Analytical Skills
5 7 (2.93%) Retail
6 3 (1.26%) Manufacturing
6 3 (1.26%) Presentation Skills
7 2 (0.84%) Legal
8 1 (0.42%) Digital Economy
8 1 (0.42%) Electronics
Job Titles
1 95 (39.75%) Software Engineer
2 93 (38.91%) Developer
3 90 (37.66%) AWS Engineer
4 88 (36.82%) Data Engineer
5 68 (28.45%) Developer/Software Engineer
6 60 (25.10%) AWS Software Engineer
7 49 (20.50%) Python Engineer
8 45 (18.83%) Python Software Engineer
9 42 (17.57%) Java Engineer
9 42 (17.57%) Java Software Engineer
10 40 (16.74%) Architect
10 40 (16.74%) Data Architect
11 36 (15.06%) AWS Developer
11 36 (15.06%) Platform Engineer
11 36 (15.06%) Python Developer
12 34 (14.23%) Java Developer
12 34 (14.23%) Platform Architect
13 30 (12.55%) Java Software Developer
14 29 (12.13%) Lead Software Engineer
15 24 (10.04%) AWS Architect
Libraries, Frameworks & Software Standards
1 110 (46.03%) Web Services
2 73 (30.54%) Spark Streaming
3 61 (25.52%) gRPC
4 47 (19.67%) React
5 38 (15.90%) Kafka
6 35 (14.64%) AngularJS
7 30 (12.55%) Vue.js
8 18 (7.53%) Elastic Stack
9 16 (6.69%) REST
10 12 (5.02%) PySpark
11 10 (4.18%) J2EE
11 10 (4.18%) Node.js
12 6 (2.51%) TensorFlow
13 5 (2.09%) Pandas
14 4 (1.67%) Matplotlib
14 4 (1.67%) NumPy
14 4 (1.67%) SciPy
15 3 (1.26%) D3.js
15 3 (1.26%) JSON
15 3 (1.26%) scikit-learn
Miscellaneous
1 81 (33.89%) Hedge funds
2 60 (25.10%) Pricing Data
3 32 (13.39%) Derivative
3 32 (13.39%) Fixed Income
4 12 (5.02%) Equities
4 12 (5.02%) Foreign Exchange (FX)
4 12 (5.02%) Market Risk
5 8 (3.35%) PlayStation
6 4 (1.67%) Management Information System
7 3 (1.26%) Algorithms
7 3 (1.26%) Blog
7 3 (1.26%) Credit Risk
7 3 (1.26%) Digital Media
8 2 (0.84%) Acoustics
8 2 (0.84%) FMCG
9 1 (0.42%) Cloud Native
9 1 (0.42%) Data Structures
9 1 (0.42%) Mashup
9 1 (0.42%) Robotics
Operating Systems
1 20 (8.37%) Linux
2 14 (5.86%) Mesosphere
2 14 (5.86%) Windows
3 5 (2.09%) Unix
Processes & Methodologies
1 190 (79.50%) Software Engineering
2 180 (75.31%) Agile Software Development
3 134 (56.07%) Data Science
4 131 (54.81%) Analytics
5 124 (51.88%) Artificial Intelligence
6 103 (43.10%) ETL
7 92 (38.49%) Asset Management
7 92 (38.49%) Investment Management
8 91 (38.08%) Data Pipeline
9 89 (37.24%) Continuous Integration
9 89 (37.24%) Data Engineering
10 85 (35.56%) Configuration Management
11 81 (33.89%) Microservices
12 79 (33.05%) Unit Testing
13 77 (32.22%) Data Munging
14 69 (28.87%) Translating Business Requirements
15 68 (28.45%) Project Management
16 62 (25.94%) Data Management
17 60 (25.10%) Enterprise Data Management
17 60 (25.10%) Project Delivery
Programming Languages
1 224 (93.72%) Python
2 163 (68.20%) SQL
3 120 (50.21%) Java
4 43 (17.99%) JavaScript
5 19 (7.95%) Scala
6 14 (5.86%) Go
7 12 (5.02%) Kotlin
8 6 (2.51%) Clojure
8 6 (2.51%) Groovy
8 6 (2.51%) R
9 3 (1.26%) Bash Shell
9 3 (1.26%) PowerShell
10 2 (0.84%) C
10 2 (0.84%) C#
10 2 (0.84%) PHP
10 2 (0.84%) Shell Script
Qualifications
1 6 (2.51%) Degree
2 5 (2.09%) AWS Certification
3 3 (1.26%) Computer Science Degree
3 3 (1.26%) PhD
4 2 (0.84%) (ISC)2 CCSP
4 2 (0.84%) Cisco Certification
4 2 (0.84%) CISSP
4 2 (0.84%) SC Cleared
4 2 (0.84%) Security Cleared
Quality Assurance & Compliance
1 69 (28.87%) QA
2 1 (0.42%) Actionable Recommendations
2 1 (0.42%) Data Quality
2 1 (0.42%) GDPR
System Software
1 122 (51.05%) Docker
2 70 (29.29%) VirtualBox
Systems Management
1 125 (52.30%) Kubernetes
2 121 (50.63%) Terraform
3 95 (39.75%) Ansible
4 70 (29.29%) Docker Swarm
5 18 (7.53%) Kibana
5 18 (7.53%) Opscode Chef
5 18 (7.53%) Puppet
6 14 (5.86%) Automic
6 14 (5.86%) Consul
6 14 (5.86%) Prometheus
7 13 (5.44%) logstash
8 1 (0.42%) Mesos
8 1 (0.42%) Oozie
Vendors
1 82 (34.31%) Google
2 77 (32.22%) Cloudera
3 76 (31.80%) Hortonworks
4 70 (29.29%) IBM
5 69 (28.87%) Talend
6 68 (28.45%) Informatica
7 18 (7.53%) Splunk
8 8 (3.35%) Microsoft
9 4 (1.67%) BT
9 4 (1.67%) Salesforce.com
10 2 (0.84%) Databricks
10 2 (0.84%) ServiceNow
11 1 (0.42%) Alteryx