Period
to 20 October 2021

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

Amazon Athena
UK > England
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 602 594 837
Rank change year-on-year -8 +243 +253
Permanent jobs citing Amazon Athena 411 81 238
As % of all permanent jobs advertised in England 0.37% 0.18% 0.19%
As % of the Database & Business Intelligence category 1.33% 0.63% 0.69%
Number of salaries quoted 326 67 188
10th Percentile £58,750 £50,000 £50,000
25th Percentile £67,500 £57,500 £57,500
Median annual salary (50th Percentile) £95,000 £65,000 £85,000
Median % change year-on-year +46.15% -23.53% +6.25%
75th Percentile £132,500 £77,125 £118,750
90th Percentile " £122,750 £142,500
UK median annual salary £95,000 £65,000 £83,750
% change year-on-year +46.15% -22.39% +4.69%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 30,890 12,947 34,289
As % of all permanent IT jobs advertised in England 27.93% 28.83% 27.26%
Number of salaries quoted 20,170 11,077 28,771
10th Percentile £35,000 £34,000 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £59,000 £55,000 £52,500
Median % change year-on-year +7.27% +4.76% +5.00%
75th Percentile £77,500 £73,250 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon Athena
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Athena in England

Amazon Athena
Salary Trend in England

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

Salary trend for Amazon Athena in England

Amazon Athena
Salary Histogram in England

Salary distribution for jobs citing Amazon Athena in England over the 6 months to 20 October 2021.

Salary histogram for Amazon Athena in England

Amazon Athena
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Athena within the England region over the 6 months to 20 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
London -38 318 £95,000 +46.15% 23
North of England -105 34 £57,500 -19.30% 1
South East -145 22 £67,500 +22.73% 1
Yorkshire -92 17 £50,000 -37.50%
South West -79 14 £68,750 +71.88% 5
North West -92 13 £70,000 +12.00% 1
Midlands -116 10 £60,000 -25.00%
East of England -93 9 £70,000 +27.27% 8
West Midlands - 8 £60,000 -
North East - 4 £53,750 -
East Midlands -71 2 - -
Amazon Athena
UK

For the 6 months to 20 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 England region with a requirement for Amazon Athena.

1 407 (99.03%) AWS
2 372 (90.51%) Python
3 275 (66.91%) Agile Software Development
4 269 (65.45%) Serverless
5 257 (62.53%) AWS Lambda
6 248 (60.34%) Software Engineering
7 245 (59.61%) Java
8 243 (59.12%) SQL
9 209 (50.85%) Amazon EC2
10 203 (49.39%) Web Services
11 192 (46.72%) Amazon ECS
12 188 (45.74%) Microservices
13 184 (44.77%) Finance
14 173 (42.09%) Amazon Aurora
15 171 (41.61%) Data Science
15 171 (41.61%) Asset Management
15 171 (41.61%) Investment Management
16 162 (39.42%) Artificial Intelligence
17 159 (38.69%) Hedge funds
18 158 (38.44%) Data Management
19 156 (37.96%) Analytics
20 148 (36.01%) Banking
20 148 (36.01%) QA
21 146 (35.52%) Amazon S3
22 140 (34.06%) Docker
23 137 (33.33%) Azure
24 132 (32.12%) gRPC
24 132 (32.12%) Enterprise Data Management
25 131 (31.87%) Project Delivery
25 131 (31.87%) Pricing Data

Amazon Athena
Co-occurring IT Skills in England 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 78 (18.98%) Apache Spark
2 58 (14.11%) Apache Airflow
3 26 (6.33%) Elasticsearch
4 19 (4.62%) Apache
5 18 (4.38%) Confluence
6 9 (2.19%) IBM Domino
7 5 (1.22%) SAS
8 4 (0.97%) Luigi
Applications
1 12 (2.92%) Microsoft Excel
2 9 (2.19%) Spreadsheet
3 1 (0.24%) Microsoft PowerPoint
3 1 (0.24%) SPSS
Cloud Services
1 407 (99.03%) AWS
2 269 (65.45%) Serverless
3 257 (62.53%) AWS Lambda
4 209 (50.85%) Amazon EC2
5 192 (46.72%) Amazon ECS
6 146 (35.52%) Amazon S3
7 137 (33.33%) Azure
8 120 (29.20%) GCP
9 88 (21.41%) AWS CloudFormation
10 87 (21.17%) Amazon EMR
11 82 (19.95%) Amazon Kinesis
12 60 (14.60%) Amazon CloudWatch
13 37 (9.00%) AWS Step Functions
14 35 (8.52%) Amazon SQS
15 31 (7.54%) Amazon EKS
16 30 (7.30%) AWS CloudTrail
17 25 (6.08%) CloudFront
17 25 (6.08%) IBM Cloud
18 23 (5.60%) Azure Data Factory
18 23 (5.60%) GitHub
Communications & Networking
1 27 (6.57%) Cisco IPT
2 21 (5.11%) AMQP
2 21 (5.11%) DNS
3 16 (3.89%) WebEx
4 4 (0.97%) Broadband
Database & Business Intelligence
1 173 (42.09%) Amazon Aurora
2 118 (28.71%) Amazon Redshift
3 115 (27.98%) Amazon DynamoDB
4 82 (19.95%) Big Data
5 65 (15.82%) Data Lake
6 64 (15.57%) Amazon RDS
7 61 (14.84%) Electronic Patient Records
8 52 (12.65%) PostgreSQL
9 45 (10.95%) Data Warehouse
10 43 (10.46%) NoSQL
11 39 (9.49%) Hadoop
12 33 (8.03%) Redis
13 31 (7.54%) Neo4j
14 20 (4.87%) Relational Database
15 18 (4.38%) Tableau
16 17 (4.14%) Looker
17 16 (3.89%) BigQuery
18 14 (3.41%) Amazon QuickSight
18 14 (3.41%) SQL Server Integration Services
19 13 (3.16%) MySQL
Development Applications
1 64 (15.57%) Jenkins
2 44 (10.71%) Git (software)
3 29 (7.06%) CircleCI
4 27 (6.57%) Atlassian Bamboo
5 25 (6.08%) IBM UrbanCode
5 25 (6.08%) Octopus Deploy
5 25 (6.08%) Team Foundation Server
5 25 (6.08%) TeamCity
5 25 (6.08%) Travis CI
5 25 (6.08%) Vagrant
6 21 (5.11%) JIRA
7 18 (4.38%) Selenium
8 16 (3.89%) kappa
9 9 (2.19%) PHPUnit
10 6 (1.46%) Spinnaker
11 2 (0.49%) Bitbucket
General
1 184 (44.77%) Finance
2 148 (36.01%) Banking
3 40 (9.73%) Front Office
4 31 (7.54%) Social Skills
5 29 (7.06%) Retail
6 19 (4.62%) Automotive
7 9 (2.19%) Marketing
8 7 (1.70%) Analytical Skills
9 6 (1.46%) Legal
10 5 (1.22%) Public Sector
11 1 (0.24%) Advertising
11 1 (0.24%) Electronics
11 1 (0.24%) Law
11 1 (0.24%) Manufacturing
11 1 (0.24%) Presentation Skills
Job Titles
1 205 (49.88%) Developer
2 178 (43.31%) Software Engineer
3 177 (43.07%) AWS Engineer
4 136 (33.09%) Data Engineer
5 131 (31.87%) AWS Software Engineer
5 131 (31.87%) Developer/Software Engineer
6 103 (25.06%) Python Engineer
7 95 (23.11%) AWS Developer
8 94 (22.87%) Python Developer
9 92 (22.38%) Python Software Engineer
10 77 (18.73%) Java Engineer
11 76 (18.49%) Java Software Engineer
12 60 (14.60%) Java Developer
13 56 (13.63%) Java Software Developer
14 55 (13.38%) Senior Developer
15 41 (9.98%) Lead Software Engineer
16 32 (7.79%) Cloud Engineer
17 30 (7.30%) Senior Python Developer
18 27 (6.57%) Lead Developer
18 27 (6.57%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 203 (49.39%) Web Services
2 132 (32.12%) gRPC
3 89 (21.65%) Kafka
4 66 (16.06%) React
5 54 (13.14%) AngularJS
5 54 (13.14%) Vue.js
6 31 (7.54%) Elastic Stack
7 27 (6.57%) REST
8 26 (6.33%) Spark Streaming
9 23 (5.60%) Flask
9 23 (5.60%) J2EE
10 22 (5.35%) Django
10 22 (5.35%) PySpark
11 21 (5.11%) FastAPI
11 21 (5.11%) SQLAlchemy
11 21 (5.11%) WebSockets
12 18 (4.38%) Celery
12 18 (4.38%) pytest
13 16 (3.89%) Node.js
14 13 (3.16%) Pandas
Miscellaneous
1 159 (38.69%) Hedge funds
2 131 (31.87%) Pricing Data
3 40 (9.73%) Derivative
3 40 (9.73%) Fixed Income
4 21 (5.11%) Video\Live Streaming
5 18 (4.38%) Video on Demand
6 14 (3.41%) Social Media
7 13 (3.16%) Management Information System
7 13 (3.16%) PlayStation
8 12 (2.92%) Equities
8 12 (2.92%) Foreign Exchange (FX)
8 12 (2.92%) Market Risk
9 9 (2.19%) Data Structures
9 9 (2.19%) iPhone
9 9 (2.19%) Photography
9 9 (2.19%) Smartphone
10 8 (1.95%) Replication
11 5 (1.22%) NHS
11 5 (1.22%) Self-Motivation
12 3 (0.73%) Algorithms
Operating Systems
1 45 (10.95%) Linux
2 26 (6.33%) Windows
3 25 (6.08%) Mesosphere
4 12 (2.92%) Unix
Processes & Methodologies
1 275 (66.91%) Agile Software Development
2 248 (60.34%) Software Engineering
3 188 (45.74%) Microservices
4 171 (41.61%) Asset Management
4 171 (41.61%) Data Science
4 171 (41.61%) Investment Management
5 162 (39.42%) Artificial Intelligence
6 158 (38.44%) Data Management
7 156 (37.96%) Analytics
8 132 (32.12%) Enterprise Data Management
9 131 (31.87%) Project Delivery
10 130 (31.63%) Test Automation
11 125 (30.41%) DevOps
12 104 (25.30%) ETL
13 79 (19.22%) Continuous Integration
14 73 (17.76%) Data Analytics
15 70 (17.03%) Data Pipeline
16 66 (16.06%) Data Engineering
17 65 (15.82%) TDD
18 61 (14.84%) Configuration Management
Programming Languages
1 372 (90.51%) Python
2 245 (59.61%) Java
3 243 (59.12%) SQL
4 78 (18.98%) JavaScript
5 49 (11.92%) Scala
6 39 (9.49%) Bash Shell
7 29 (7.06%) PowerShell
8 28 (6.81%) Go
9 17 (4.14%) C#
10 14 (3.41%) Kotlin
11 10 (2.43%) PHP
12 9 (2.19%) R
13 7 (1.70%) TypeScript
14 6 (1.46%) Clojure
14 6 (1.46%) Groovy
15 3 (0.73%) T-SQL
16 2 (0.49%) Shell Script
17 1 (0.24%) C
17 1 (0.24%) PL/SQL
Qualifications
1 35 (8.52%) AWS Certification
2 27 (6.57%) (ISC)2 CCSP
2 27 (6.57%) Cisco Certification
2 27 (6.57%) CISSP
3 14 (3.41%) CCSP
4 4 (0.97%) Degree
5 3 (0.73%) PhD
6 1 (0.24%) Master's Degree
Quality Assurance & Compliance
1 148 (36.01%) QA
2 6 (1.46%) Data Quality
3 4 (0.97%) GDPR
4 2 (0.49%) Accessibility
System Software
1 140 (34.06%) Docker
2 25 (6.08%) VirtualBox
Systems Management
1 119 (28.95%) Terraform
2 115 (27.98%) Kubernetes
3 70 (17.03%) Ansible
4 31 (7.54%) Kibana
4 31 (7.54%) Opscode Chef
4 31 (7.54%) Puppet
5 25 (6.08%) Automic
5 25 (6.08%) Consul
5 25 (6.08%) Docker Swarm
5 25 (6.08%) Prometheus
6 22 (5.35%) logstash
7 3 (0.73%) Oozie
8 1 (0.24%) Mesos
Vendors
1 41 (9.98%) Google
2 35 (8.52%) Databricks
3 32 (7.79%) Informatica
3 32 (7.79%) Talend
4 31 (7.54%) Cloudera
4 31 (7.54%) Hortonworks
4 31 (7.54%) Microsoft
4 31 (7.54%) Splunk
5 25 (6.08%) IBM
6 16 (3.89%) ServiceNow
7 12 (2.92%) Salesforce.com
8 9 (2.19%) Apple
9 5 (1.22%) Remedy
10 4 (0.97%) BT
11 3 (0.73%) Birst
11 3 (0.73%) SAP
11 3 (0.73%) SnapLogic
11 3 (0.73%) Teradata
12 2 (0.49%) Cognos
12 2 (0.49%) Datameer