Period
to 18 May 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 18 May 2021 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
18 May 2021
Same period 2020 Same period 2019
Rank 721 642 932
Rank change year-on-year -79 +290 +209
Permanent jobs citing Amazon Athena 173 277 186
As % of all permanent jobs advertised in the UK 0.19% 0.29% 0.13%
As % of the Database & Business Intelligence category 0.72% 1.07% 0.45%
Number of salaries quoted 157 238 123
10th Percentile " £52,500 £44,240
25th Percentile £46,250 £58,750 £56,500
Median annual salary (50th Percentile) £70,000 £97,500 £65,000
Median % change year-on-year -28.21% +50.00% -
75th Percentile £87,500 £142,500 £82,500
90th Percentile £90,500 £161,250 £95,000
UK excluding London median annual salary £70,000 £60,000 £65,000
% change year-on-year +16.67% -7.69% +30.00%

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 23,955 25,784 41,108
As % of all permanent IT jobs advertised in the UK 26.48% 27.00% 28.26%
Number of salaries quoted 18,526 21,226 33,806
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £73,750 £72,500 £70,000
90th Percentile £88,750 £90,000 £85,000
UK excluding London median annual salary £47,500 £46,500 £45,000
% change year-on-year +2.15% +3.33% +2.27%

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 18 May 2021.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 15 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 18 May 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 -66 154 £70,000 -40.43% 21
London -60 106 £75,000 -36.17% 9
UK excluding London +27 50 £70,000 +16.67% 18
Work from Home -142 27 £70,000 +7.69% 5
North of England -2 25 £65,000 -3.70% 4
North West +14 14 £70,000 +3.70% 1
Yorkshire -13 11 £57,500 - 3
Midlands -4 7 £75,000 +42.86% 2
Scotland -22 7 £70,000 +12.00% 1
West Midlands -5 6 £75,000 +53.85% 1
South East +33 4 £63,750 -5.56% 1
South West -20 3 £75,000 +114.29% 3
East of England +23 2 £57,500 +24.57% 2
Wales +21 2 £45,000 +38.46% 5
East Midlands -2 1 £57,500 +9.52% 1

For the 6 months to 18 May 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.

1 170 (98.27%) AWS
2 150 (86.71%) Amazon Redshift
3 148 (85.55%) Python
4 139 (80.35%) SQL
5 130 (75.14%) ETL
6 107 (61.85%) Apache Spark
7 100 (57.80%) Data Pipeline
8 98 (56.65%) Data Engineering
9 97 (56.07%) Agile Software Development
10 96 (55.49%) Big Data
11 94 (54.34%) Analytics
12 93 (53.76%) Amazon EMR
12 93 (53.76%) NoSQL
13 91 (52.60%) Terraform
13 91 (52.60%) GCP
14 90 (52.02%) Hadoop
15 88 (50.87%) Azure
16 83 (47.98%) Jenkins
16 83 (47.98%) Data Science
17 82 (47.40%) Unit Testing
17 82 (47.40%) Google
18 79 (45.66%) Kubernetes
19 76 (43.93%) Ansible
19 76 (43.93%) Docker
19 76 (43.93%) Continuous Integration
20 75 (43.35%) Data Warehouse
20 75 (43.35%) Data Munging
20 75 (43.35%) Cloudera
20 75 (43.35%) Neo4j
21 74 (42.77%) Hortonworks

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
1 107 (61.85%) Apache Spark
2 15 (8.67%) Apache
3 11 (6.36%) Apache Airflow
4 7 (4.05%) Confluence
5 3 (1.73%) SAS
6 1 (0.58%) ArcGIS
6 1 (0.58%) Elasticsearch
6 1 (0.58%) Luigi
Cloud Services
1 170 (98.27%) AWS
2 93 (53.76%) Amazon EMR
3 91 (52.60%) GCP
4 88 (50.87%) Azure
5 67 (38.73%) IBM Cloud
6 50 (28.90%) Serverless
7 46 (26.59%) Amazon S3
8 32 (18.50%) Google App Engine
9 31 (17.92%) Amazon Kinesis
10 28 (16.18%) Cloud Functions
11 27 (15.61%) Google Compute Engine
11 27 (15.61%) Google Container Engine
12 22 (12.72%) AWS Lambda
13 20 (11.56%) AWS CloudFormation
14 19 (10.98%) Azure Data Factory
15 17 (9.83%) Azure Synapse Analytics
16 12 (6.94%) Amazon EC2
17 10 (5.78%) Power Platform
18 9 (5.20%) Amazon SQS
19 8 (4.62%) Google Data Studio
Communications & Networking
1 4 (2.31%) FTP
Database & Business Intelligence
1 150 (86.71%) Amazon Redshift
2 96 (55.49%) Big Data
3 93 (53.76%) NoSQL
4 90 (52.02%) Hadoop
5 75 (43.35%) Data Warehouse
5 75 (43.35%) Neo4j
6 67 (38.73%) Electronic Patient Records
7 50 (28.90%) Data Lake
8 24 (13.87%) Amazon QuickSight
9 20 (11.56%) SQL Server
10 18 (10.40%) BigQuery
10 18 (10.40%) Snowflake Schema
10 18 (10.40%) SQL Server Integration Services
11 17 (9.83%) Azure SQL Data Warehouse
11 17 (9.83%) Azure SQL Database
11 17 (9.83%) SQL Server Analysis Services
11 17 (9.83%) SQL Server Reporting Services
12 16 (9.25%) Relational Database
13 15 (8.67%) Looker
13 15 (8.67%) Tableau
Development Applications
1 83 (47.98%) Jenkins
2 68 (39.31%) Atlassian Bamboo
3 67 (38.73%) Vagrant
4 16 (9.25%) Git (software)
5 11 (6.36%) JIRA
6 8 (4.62%) Spinnaker
7 6 (3.47%) Octopus Deploy
7 6 (3.47%) TeamCity
8 5 (2.89%) Cucumber
8 5 (2.89%) SonarQube
9 2 (1.16%) ER Studio
9 2 (1.16%) ERwin
9 2 (1.16%) PowerDesigner
10 1 (0.58%) Oracle Forms
10 1 (0.58%) Subversion
General
1 27 (15.61%) Retail
2 21 (12.14%) Social Skills
3 16 (9.25%) Finance
3 16 (9.25%) Public Sector
4 12 (6.94%) Marketing
5 8 (4.62%) Digital Economy
6 6 (3.47%) Advertising
6 6 (3.47%) Manufacturing
7 5 (2.89%) Presentation Skills
8 4 (2.31%) Analytical Skills
8 4 (2.31%) Banking
Job Titles
1 96 (55.49%) Data Engineer
2 49 (28.32%) Architect
3 48 (27.75%) AWS Engineer
4 46 (26.59%) Data Architect
5 36 (20.81%) Platform Engineer
6 34 (19.65%) AWS Architect
7 29 (16.76%) Platform Architect
8 10 (5.78%) Azure Architect
9 7 (4.05%) Principal Engineer
10 6 (3.47%) Python Engineer
11 5 (2.89%) Analyst
11 5 (2.89%) Cloud Engineer
11 5 (2.89%) Data Analyst
11 5 (2.89%) Developer
11 5 (2.89%) Head of Engineering
12 4 (2.31%) ETL Specialist
12 4 (2.31%) Senior Data Engineer
13 3 (1.73%) DevOps Engineer
13 3 (1.73%) SQL Analyst
13 3 (1.73%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 71 (41.04%) Spark Streaming
2 23 (13.29%) Kafka
3 14 (8.09%) PySpark
4 11 (6.36%) Web Services
5 8 (4.62%) TensorFlow
6 5 (2.89%) NumPy
7 4 (2.31%) AngularJS
7 4 (2.31%) Node.js
7 4 (2.31%) Pandas
8 3 (1.73%) D3.js
8 3 (1.73%) Keras
8 3 (1.73%) Matplotlib
8 3 (1.73%) PyTorch
8 3 (1.73%) REST
8 3 (1.73%) SciPy
8 3 (1.73%) Shiny
9 2 (1.16%) Apache NiFi
9 2 (1.16%) Ramda
9 2 (1.16%) scikit-learn
9 2 (1.16%) Swagger
Miscellaneous
1 6 (3.47%) Blog
2 5 (2.89%) Acoustics
3 3 (1.73%) Cloud Native
3 3 (1.73%) Digital Media
3 3 (1.73%) Robotics
4 2 (1.16%) Data Structures
4 2 (1.16%) Hybrid Cloud
5 1 (0.58%) Hedge funds
5 1 (0.58%) Mashup
5 1 (0.58%) Social Media
5 1 (0.58%) Virtual Team
Operating Systems
1 14 (8.09%) Linux
2 4 (2.31%) Unix
3 1 (0.58%) Windows
3 1 (0.58%) Windows Server
Processes & Methodologies
1 130 (75.14%) ETL
2 100 (57.80%) Data Pipeline
3 98 (56.65%) Data Engineering
4 97 (56.07%) Agile Software Development
5 94 (54.34%) Analytics
6 83 (47.98%) Data Science
7 82 (47.40%) Unit Testing
8 76 (43.93%) Continuous Integration
9 75 (43.35%) Data Munging
10 73 (42.20%) Software Engineering
11 71 (41.04%) Artificial Intelligence
12 67 (38.73%) Configuration Management
13 65 (37.57%) Translating Business Requirements
14 62 (35.84%) Project Management
15 42 (24.28%) Data Modelling
16 34 (19.65%) Business Intelligence
17 28 (16.18%) Machine Learning
18 20 (11.56%) Data Analysis
19 19 (10.98%) DevOps
19 19 (10.98%) Visualisation
Programming Languages
1 148 (85.55%) Python
2 139 (80.35%) SQL
3 13 (7.51%) Java
4 12 (6.94%) Scala
5 8 (4.62%) Bash Shell
5 8 (4.62%) R
6 6 (3.47%) C#
7 5 (2.89%) PHP
8 4 (2.31%) TypeScript
9 2 (1.16%) C
9 2 (1.16%) Kotlin
9 2 (1.16%) Shell Script
10 1 (0.58%) PowerShell
10 1 (0.58%) T-SQL
Qualifications
1 12 (6.94%) Degree
2 6 (3.47%) Computer Science Degree
3 5 (2.89%) SC Cleared
3 5 (2.89%) Security Cleared
4 3 (1.73%) AWS Certification
Quality Assurance & Compliance
1 3 (1.73%) GDPR
2 2 (1.16%) Data Quality
2 2 (1.16%) QA
3 1 (0.58%) Actionable Recommendations
System Software
1 76 (43.93%) Docker
2 67 (38.73%) VirtualBox
3 2 (1.16%) Apache Flume
4 1 (0.58%) Active Directory
4 1 (0.58%) HDFS
Systems Management
1 91 (52.60%) Terraform
2 79 (45.66%) Kubernetes
3 76 (43.93%) Ansible
4 67 (38.73%) Docker Swarm
5 1 (0.58%) Oozie
5 1 (0.58%) Opscode Chef
5 1 (0.58%) Puppet
Vendors
1 82 (47.40%) Google
2 75 (43.35%) Cloudera
3 74 (42.77%) Hortonworks
4 67 (38.73%) IBM
5 65 (37.57%) Informatica
6 63 (36.42%) Talend
7 24 (13.87%) Microsoft
8 18 (10.40%) Databricks
9 6 (3.47%) Snowplow
10 2 (1.16%) Sage
10 2 (1.16%) SAP
11 1 (0.58%) Alteryx
11 1 (0.58%) ESRI
11 1 (0.58%) Oracle
11 1 (0.58%) Teradata