Period
to 21 August 2019

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 21 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
21 Aug 2019
Same period 2018 Same period 2017
Rank 885 1116 1203
Rank change year-on-year +231 +87 -
Permanent jobs citing Amazon Athena 206 56 12
As % of all permanent IT jobs advertised in the UK 0.15% 0.033% 0.007%
As % of the Database & Business Intelligence category 0.53% 0.11% 0.022%
Number of salaries quoted 142 43 3
UK median annual salary £72,500 £67,500 £62,500
Median salary % change year-on-year +7.41% +8.00% -
10th Percentile £43,582 £47,500 £55,250
90th Percentile £125,000 £82,500 £68,750
UK excluding London median annual salary £55,000 £50,000 £60,000
% change year-on-year +10.00% -16.67% -

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 38,547 50,787 54,116
As % of all permanent IT jobs advertised in the UK 27.21% 30.05% 30.70%
Number of salaries quoted 31,600 41,378 44,936
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

Amazon Athena
Job Vacancy Trend

Job postings citing Amazon Athena as a percentage of all IT jobs advertised.

Job vacancy trend for Amazon Athena in the UK

Amazon Athena
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Athena.

Salary trend for Amazon Athena in the UK

Amazon Athena
Salary Histogram

The salary distribution of IT jobs citing Amazon Athena over the 6 months to 21 August 2019.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 9 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 21 August 2019. 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 +236 196 £75,000 +11.11% 41
London +187 144 £80,000 +16.36% 28
UK excluding London +89 59 £55,000 +10.00% 14
South East +50 20 £50,000 -45.95%
East of England - 15 £45,591 - 3
South West +11 9 £55,000 +10.00% 1
North West +24 8 £65,000 -3.70% 3
North of England +19 8 £65,000 -3.70% 6
Scotland - 7 £67,500 - 1

For the 6 months to 21 August 2019, 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.

1 199 (96.60%) AWS
2 150 (72.82%) Python
3 146 (70.87%) Amazon S3
4 123 (59.71%) Agile Software Development
5 121 (58.74%) Serverless
6 119 (57.77%) AWS Lambda
6 119 (57.77%) Web Services
7 94 (45.63%) Amazon DynamoDB
8 92 (44.66%) JavaScript
9 88 (42.72%) Node.js
10 82 (39.81%) Amazon Kinesis
11 73 (35.44%) DevOps
12 68 (33.01%) Amazon ECS
13 65 (31.55%) Splunk
14 64 (31.07%) CSS
14 64 (31.07%) Analytics
14 64 (31.07%) Amazon CloudWatch
15 62 (30.10%) HTML
15 62 (30.10%) NoSQL
16 55 (26.70%) Big Data
17 54 (26.21%) Data Science
17 54 (26.21%) Java
18 53 (25.73%) Software Engineering
19 51 (24.76%) Finance
20 48 (23.30%) Elasticsearch
20 48 (23.30%) SDLC
21 47 (22.82%) SQL
22 45 (21.84%) Elastic Stack
23 43 (20.87%) Data Architecture
24 42 (20.39%) Amazon EMR

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 48 (23.30%) Elasticsearch
2 39 (18.93%) Apache Spark
3 11 (5.34%) OpenStack
4 10 (4.85%) Apache
5 6 (2.91%) Apache Airflow
6 5 (2.43%) Apache Pig
6 5 (2.43%) Luigi
7 4 (1.94%) CMS
7 4 (1.94%) IIS
8 3 (1.46%) Confluence
9 1 (0.49%) Jupyter
9 1 (0.49%) SAS
Business Applications
1 4 (1.94%) Dynamics CRM
2 1 (0.49%) PolarLake
2 1 (0.49%) SAP MDG
Cloud Services
1 199 (96.60%) AWS
2 146 (70.87%) Amazon S3
3 121 (58.74%) Serverless
4 119 (57.77%) AWS Lambda
5 82 (39.81%) Amazon Kinesis
6 68 (33.01%) Amazon ECS
7 64 (31.07%) Amazon CloudWatch
8 42 (20.39%) Amazon EMR
9 40 (19.42%) Amazon SQS
10 37 (17.96%) PaaS
11 31 (15.05%) AWS Fargate
12 29 (14.08%) GCP
13 21 (10.19%) Azure
14 13 (6.31%) AWS CloudFormation
15 12 (5.83%) Amazon EC2
16 11 (5.34%) GitHub
17 9 (4.37%) Cloud Computing
17 9 (4.37%) SaaS
18 5 (2.43%) Amazon ElastiCache
18 5 (2.43%) Azure Data Factory
Communications & Networking
1 8 (3.88%) CTI
2 2 (0.97%) GPRS
2 2 (0.97%) TCP/IP
3 1 (0.49%) DNS
3 1 (0.49%) Firewall
3 1 (0.49%) HTTP
3 1 (0.49%) LAN
3 1 (0.49%) MQTT
3 1 (0.49%) Network Security
3 1 (0.49%) VLAN
Database & Business Intelligence
1 94 (45.63%) Amazon DynamoDB
2 62 (30.10%) NoSQL
3 55 (26.70%) Big Data
4 34 (16.50%) Amazon Redshift
5 30 (14.56%) MongoDB
6 29 (14.08%) Amazon RDS
7 27 (13.11%) Relational Database
8 26 (12.62%) Data Warehouse
8 26 (12.62%) Hadoop
9 20 (9.71%) Presto
10 19 (9.22%) SQL Server
11 18 (8.74%) Data Lake
12 16 (7.77%) PostgreSQL
13 15 (7.28%) Apache Hive
14 12 (5.83%) HBase
15 10 (4.85%) Amazon QuickSight
15 10 (4.85%) Apache Cassandra
15 10 (4.85%) BigQuery
16 7 (3.40%) SQL Server 2012
16 7 (3.40%) SQL Server 2014
Development Applications
1 28 (13.59%) Git (software)
1 28 (13.59%) Jenkins
2 14 (6.80%) Artifactory
2 14 (6.80%) GitLab
3 9 (4.37%) JIRA
4 4 (1.94%) git-flow
4 4 (1.94%) Maven
4 4 (1.94%) Octopus Deploy
5 1 (0.49%) Atlassian Bamboo
5 1 (0.49%) Bitbucket
5 1 (0.49%) Bitbucket Server
5 1 (0.49%) Gatling
5 1 (0.49%) NUnit
5 1 (0.49%) Sonatype Nexus
General
1 51 (24.76%) Finance
2 18 (8.74%) Front Office
3 5 (2.43%) Marketing
4 4 (1.94%) Banking
5 2 (0.97%) Advertising
5 2 (0.97%) Manufacturing
6 1 (0.49%) Electronics
6 1 (0.49%) Law
6 1 (0.49%) Public Sector
6 1 (0.49%) Retail
6 1 (0.49%) Telecoms
Job Titles
1 72 (34.95%) Developer
2 63 (30.58%) Data Engineer
3 34 (16.50%) Cloud Developer
4 30 (14.56%) AWS Engineer
5 29 (14.08%) Consultant
6 28 (13.59%) Senior Data Engineer
7 27 (13.11%) Python Engineer
8 20 (9.71%) Senior Developer
9 17 (8.25%) Architect
10 14 (6.80%) AWS Developer
10 14 (6.80%) Senior Software Developer
10 14 (6.80%) Software Developer
11 12 (5.83%) Software Engineer
12 11 (5.34%) Python Developer
13 10 (4.85%) Senior Software Engineer
14 9 (4.37%) AWS Architect
14 9 (4.37%) Big Data Engineer
15 8 (3.88%) Data Scientist
16 7 (3.40%) Cloud Engineer
16 7 (3.40%) Solutions Architect
Libraries, Frameworks & Software Standards
1 119 (57.77%) Web Services
2 88 (42.72%) Node.js
3 64 (31.07%) CSS
4 62 (30.10%) HTML
5 45 (21.84%) Elastic Stack
6 35 (16.99%) Pandas
7 33 (16.02%) PySpark
8 31 (15.05%) pytest
9 22 (10.68%) J2EE
9 22 (10.68%) Kafka
10 20 (9.71%) React
11 13 (6.31%) .NET
12 9 (4.37%) JSON
12 9 (4.37%) XML
13 6 (2.91%) AngularJS
13 6 (2.91%) Spring
14 4 (1.94%) .NET Core
14 4 (1.94%) ASP.NET Web API
14 4 (1.94%) JSF
14 4 (1.94%) scikit-learn
Miscellaneous
1 20 (9.71%) Greenfield Project
2 18 (8.74%) Fixed Income
3 11 (5.34%) Analytical Skills
4 9 (4.37%) Credit Risk
4 9 (4.37%) Data Structures
4 9 (4.37%) Reference Data
5 8 (3.88%) Private Cloud
6 4 (1.94%) Algorithms
6 4 (1.94%) N-Tier
7 3 (1.46%) Cloud Native
7 3 (1.46%) Clustering
7 3 (1.46%) Music Streaming
8 2 (0.97%) Video\Live Streaming
9 1 (0.49%) Blog
9 1 (0.49%) Data Centre
9 1 (0.49%) Data Protection Act
9 1 (0.49%) Self-Motivation
9 1 (0.49%) Social Media
9 1 (0.49%) Tandem
9 1 (0.49%) User Experience
Operating Systems
1 16 (7.77%) Linux
2 7 (3.40%) Unix
3 4 (1.94%) CentOS
4 3 (1.46%) Red Hat Enterprise Linux
4 3 (1.46%) Ubuntu
5 2 (0.97%) Windows
5 2 (0.97%) Windows Server
Processes & Methodologies
1 123 (59.71%) Agile Software Development
2 73 (35.44%) DevOps
3 64 (31.07%) Analytics
4 54 (26.21%) Data Science
5 53 (25.73%) Software Engineering
6 48 (23.30%) SDLC
7 43 (20.87%) Data Architecture
8 41 (19.90%) Machine Learning
9 37 (17.96%) Business Intelligence
10 36 (17.48%) ETL
11 34 (16.50%) Continuous Integration
12 32 (15.53%) Continuous Delivery
13 27 (13.11%) Continuous Improvement
14 25 (12.14%) Thought Leadership
15 24 (11.65%) Artificial Intelligence
16 22 (10.68%) Microservices
17 18 (8.74%) Asset Management
17 18 (8.74%) Computer Science
18 17 (8.25%) Infrastructure Engineering
18 17 (8.25%) Visualisation
Programming Languages
1 150 (72.82%) Python
2 92 (44.66%) JavaScript
3 54 (26.21%) Java
4 47 (22.82%) SQL
5 26 (12.62%) Scala
6 15 (7.28%) C#
7 11 (5.34%) C++
8 6 (2.91%) T-SQL
9 5 (2.43%) Perl
9 5 (2.43%) PL/SQL
9 5 (2.43%) PowerShell
10 3 (1.46%) Go
10 3 (1.46%) R
11 2 (0.97%) Bash Shell
11 2 (0.97%) C
11 2 (0.97%) Ruby
12 1 (0.49%) ES6
12 1 (0.49%) Groovy
12 1 (0.49%) Java 8
12 1 (0.49%) Jython
Qualifications
1 16 (7.77%) AWS Certification
2 8 (3.88%) Degree
3 6 (2.91%) Computer Science Degree
4 4 (1.94%) MCP
5 1 (0.49%) A+ Certification
5 1 (0.49%) CCNA
5 1 (0.49%) Cisco Certification
5 1 (0.49%) MCSA
5 1 (0.49%) Microsoft Certification
5 1 (0.49%) Numerate Degree
Quality Assurance & Compliance
1 4 (1.94%) Data Quality
1 4 (1.94%) ISO/IEC 27001
2 1 (0.49%) PCI DSS
System Software
1 22 (10.68%) Docker
2 11 (5.34%) Slurm Workload Manager
3 4 (1.94%) HDFS
4 1 (0.49%) Active Directory
4 1 (0.49%) Apache Flume
Systems Management
1 40 (19.42%) Kibana
2 39 (18.93%) logstash
3 36 (17.48%) Kubernetes
4 32 (15.53%) Terraform
5 15 (7.28%) Ansible
6 4 (1.94%) Hadoop YARN
6 4 (1.94%) Mesos
7 3 (1.46%) Opscode Chef
8 2 (0.97%) Puppet
9 1 (0.49%) Docker Swarm
9 1 (0.49%) Grafana
9 1 (0.49%) HAProxy
9 1 (0.49%) Oozie
9 1 (0.49%) Prometheus
9 1 (0.49%) Rancher
9 1 (0.49%) ZABBIX
Vendors
1 65 (31.55%) Splunk
2 21 (10.19%) Informatica
3 19 (9.22%) Tableau
4 18 (8.74%) Google
5 15 (7.28%) Talend
6 13 (6.31%) Oracle
7 9 (4.37%) SAP
8 8 (3.88%) Salesforce.com
9 7 (3.40%) Teradata
10 6 (2.91%) IBM
11 5 (2.43%) Cloudera
11 5 (2.43%) Hortonworks
12 4 (1.94%) Avaya
12 4 (1.94%) Cognizant
12 4 (1.94%) Databricks
12 4 (1.94%) Pega
12 4 (1.94%) Red Hat
12 4 (1.94%) TIBCO
13 3 (1.46%) Microsoft
14 2 (0.97%) Yahoo!