Period
to 20 November 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 20 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Athena
UK
6 months to
20 Nov 2019
Same period 2018 Same period 2017
Rank 745 1077 1181
Rank change year-on-year +332 +104 -
Permanent jobs citing Amazon Athena 306 77 29
As % of all permanent IT jobs advertised in the UK 0.22% 0.047% 0.016%
As % of the Database & Business Intelligence category 0.83% 0.16% 0.053%
Number of salaries quoted 248 58 21
UK median annual salary £85,000 £80,000 £60,000
Median salary % change year-on-year +6.25% +33.33% -
10th Percentile £50,000 £58,875 £47,500
90th Percentile £143,750 £100,000 £70,000
UK excluding London median annual salary £55,000 £70,000 £50,000
% change year-on-year -21.43% +40.00% -

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 36,672 47,509 54,422
As % of all permanent IT jobs advertised in the UK 26.88% 29.12% 30.25%
Number of salaries quoted 30,239 39,083 44,806
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 20 November 2019.

Salary histogram for Amazon Athena in the UK

Amazon Athena
Top 11 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 20 November 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 +311 293 £85,000 +6.25% 61
London +292 260 £90,000 +12.50% 56
UK excluding London +70 44 £55,000 -21.43% 5
North of England +34 13 £55,000 -21.43%
South East +59 10 £55,000 -40.54% 2
Scotland - 10 £65,000 -
North West +23 9 £60,000 -14.29%
East of England - 9 £45,591 -
Yorkshire - 4 £55,000 -
South West - 1 £30,000 - 2
Wales - 1 £50,000 -

For the 6 months to 20 November 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.

1 301 (98.37%) AWS
2 246 (80.39%) Python
3 207 (67.65%) Agile Software Development
4 183 (59.80%) Web Services
5 159 (51.96%) Analytics
6 157 (51.31%) JavaScript
6 157 (51.31%) Software Engineering
7 153 (50.00%) Amazon DynamoDB
8 142 (46.41%) Amazon S3
9 141 (46.08%) Finance
10 118 (38.56%) Serverless
11 115 (37.58%) AWS Lambda
12 109 (35.62%) Front Office
12 109 (35.62%) Asset Management
13 108 (35.29%) Fixed Income
14 92 (30.07%) GCP
14 92 (30.07%) Amazon Kinesis
15 89 (29.08%) Java
16 86 (28.10%) NoSQL
17 85 (27.78%) Node.js
18 82 (26.80%) Equities
19 81 (26.47%) Derivative
19 81 (26.47%) Big Data
20 80 (26.14%) Google
21 76 (24.84%) Azure
22 74 (24.18%) Data Science
23 73 (23.86%) SQL
24 68 (22.22%) PostgreSQL
24 68 (22.22%) Amazon Redshift
25 61 (19.93%) DevOps

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 57 (18.63%) Apache Spark
2 41 (13.40%) Elasticsearch
3 16 (5.23%) Apache Airflow
4 14 (4.58%) Luigi
5 10 (3.27%) Confluence
6 6 (1.96%) OpenStack
7 4 (1.31%) Apache
8 3 (0.98%) Jupyter
9 2 (0.65%) Oracle SOA Suite
10 1 (0.33%) Apache Pig
Business Applications
1 40 (13.07%) FINCAD Analytics
2 4 (1.31%) Dynamics CRM
3 1 (0.33%) PolarLake
Cloud Services
1 301 (98.37%) AWS
2 142 (46.41%) Amazon S3
3 118 (38.56%) Serverless
4 115 (37.58%) AWS Lambda
5 92 (30.07%) Amazon Kinesis
5 92 (30.07%) GCP
6 76 (24.84%) Azure
7 57 (18.63%) Amazon CloudWatch
8 55 (17.97%) Amazon ECS
9 44 (14.38%) Amazon EMR
10 32 (10.46%) Amazon SQS
11 29 (9.48%) PaaS
12 20 (6.54%) AWS Fargate
12 20 (6.54%) IBM Cloud
13 13 (4.25%) Amazon EC2
14 12 (3.92%) CloudFront
15 11 (3.59%) SaaS
16 8 (2.61%) AWS Step Functions
17 6 (1.96%) GitHub
18 5 (1.63%) Amazon ElastiCache
Communications & Networking
1 7 (2.29%) DNS
2 6 (1.96%) TCP/IP
3 5 (1.63%) LAN
3 5 (1.63%) Network Security
4 4 (1.31%) CTI
5 2 (0.65%) HTTP
6 1 (0.33%) Firewall
6 1 (0.33%) Internet
6 1 (0.33%) MQTT
6 1 (0.33%) VLAN
Database & Business Intelligence
1 153 (50.00%) Amazon DynamoDB
2 86 (28.10%) NoSQL
3 81 (26.47%) Big Data
4 68 (22.22%) Amazon Redshift
4 68 (22.22%) PostgreSQL
5 53 (17.32%) Hadoop
6 41 (13.40%) Amazon RDS
7 40 (13.07%) Presto
8 32 (10.46%) MongoDB
9 29 (9.48%) Apache Hive
10 25 (8.17%) Relational Database
11 20 (6.54%) Data Warehouse
12 18 (5.88%) Apache Cassandra
12 18 (5.88%) MySQL
12 18 (5.88%) Neo4j
13 17 (5.56%) Amazon QuickSight
14 16 (5.23%) BigQuery
14 16 (5.23%) HBase
15 15 (4.90%) Amazon Aurora
16 14 (4.58%) Electronic Patient Records
Development Applications
1 41 (13.40%) RStudio
2 30 (9.80%) Jenkins
3 21 (6.86%) Git (software)
4 17 (5.56%) Atlassian Bamboo
4 17 (5.56%) Vagrant
5 16 (5.23%) JIRA
6 4 (1.31%) Bitbucket
6 4 (1.31%) ERwin
7 2 (0.65%) Artifactory
7 2 (0.65%) Cucumber
7 2 (0.65%) GitLab
7 2 (0.65%) Jasmine
7 2 (0.65%) Mocha
8 1 (0.33%) HP UFT
8 1 (0.33%) JMeter
8 1 (0.33%) Selenium
8 1 (0.33%) SoapUI
8 1 (0.33%) TestRail
General
1 141 (46.08%) Finance
2 109 (35.62%) Front Office
3 51 (16.67%) Banking
4 16 (5.23%) Manufacturing
5 14 (4.58%) Retail
6 12 (3.92%) Public Sector
7 11 (3.59%) Law
8 8 (2.61%) Automotive
9 7 (2.29%) Marketing
10 5 (1.63%) Pharmaceutical
11 4 (1.31%) Advertising
11 4 (1.31%) Electronics
11 4 (1.31%) Telecoms
12 1 (0.33%) Multimedia
Job Titles
1 89 (29.08%) Developer
2 76 (24.84%) Data Engineer
3 56 (18.30%) Architect
4 37 (12.09%) Python Developer
5 29 (9.48%) Senior Data Engineer
5 29 (9.48%) Senior Developer
6 28 (9.15%) Quantitative Developer
7 27 (8.82%) Consultant
8 24 (7.84%) AWS Architect
9 22 (7.19%) Lead Developer
10 21 (6.86%) Cloud Developer
10 21 (6.86%) Data Architect
10 21 (6.86%) Data Manager
11 20 (6.54%) Analytics Manager
11 20 (6.54%) AWS Engineer
11 20 (6.54%) Data Analytics Manager
11 20 (6.54%) Python Engineer
12 18 (5.88%) SQL Developer
13 17 (5.56%) Development Manager
14 16 (5.23%) AWS Developer
Libraries, Frameworks & Software Standards
1 183 (59.80%) Web Services
2 85 (27.78%) Node.js
3 60 (19.61%) J2EE
4 55 (17.97%) CSS
5 54 (17.65%) HTML
6 38 (12.42%) Kafka
7 33 (10.78%) Elastic Stack
7 33 (10.78%) React
8 27 (8.82%) Pandas
9 26 (8.50%) PySpark
10 21 (6.86%) pytest
11 18 (5.88%) .NET
11 18 (5.88%) Spark Streaming
12 12 (3.92%) TensorFlow
13 11 (3.59%) XML
14 9 (2.94%) JSON
15 8 (2.61%) REST
16 7 (2.29%) NumPy
16 7 (2.29%) Vue.js
17 5 (1.63%) AngularJS
Miscellaneous
1 108 (35.29%) Fixed Income
2 82 (26.80%) Equities
3 81 (26.47%) Derivative
4 60 (19.61%) Foreign Exchange (FX)
5 31 (10.13%) Greenfield Project
6 30 (9.80%) Equity Derivative
6 30 (9.80%) Hedge funds
7 28 (9.15%) Blog
8 23 (7.52%) Data Structures
9 22 (7.19%) Exotic Derivative
10 21 (6.86%) Analytical Skills
11 19 (6.21%) Reference Data
12 18 (5.88%) Algorithms
13 11 (3.59%) Acoustics
14 10 (3.27%) Cloud Native
15 9 (2.94%) Credit Risk
15 9 (2.94%) Public Cloud
16 6 (1.96%) Social Media
17 5 (1.63%) Self-Motivation
17 5 (1.63%) Video\Live Streaming
Operating Systems
1 28 (9.15%) Linux
2 7 (2.29%) Unix
3 5 (1.63%) CentOS
4 4 (1.31%) Windows
5 2 (0.65%) Windows Server
Processes & Methodologies
1 207 (67.65%) Agile Software Development
2 159 (51.96%) Analytics
3 157 (51.31%) Software Engineering
4 109 (35.62%) Asset Management
5 74 (24.18%) Data Science
6 61 (19.93%) DevOps
7 58 (18.95%) Artificial Intelligence
8 56 (18.30%) ETL
9 55 (17.97%) Microservices
10 52 (16.99%) Data Architecture
11 51 (16.67%) Mentoring
12 49 (16.01%) Data Analytics
13 46 (15.03%) Continuous Integration
14 43 (14.05%) Machine Learning
15 41 (13.40%) Quantitative Analysis
16 40 (13.07%) Data Engineering
17 37 (12.09%) Migration
18 35 (11.44%) Business Intelligence
19 32 (10.46%) Decision-Making
19 32 (10.46%) Performance Management
Programming Languages
1 246 (80.39%) Python
2 157 (51.31%) JavaScript
3 89 (29.08%) Java
4 73 (23.86%) SQL
5 49 (16.01%) C#
6 48 (15.69%) R
7 47 (15.36%) C++
8 33 (10.78%) Kotlin
8 33 (10.78%) Scala
9 9 (2.94%) Bash Shell
10 7 (2.29%) C
11 6 (1.96%) TypeScript
12 5 (1.63%) Perl
12 5 (1.63%) Ruby
13 4 (1.31%) PowerShell
13 4 (1.31%) T-SQL
14 3 (0.98%) ES6
15 2 (0.65%) Go
16 1 (0.33%) Clojure
16 1 (0.33%) PHP
Qualifications
1 16 (5.23%) AWS Certification
2 6 (1.96%) Degree
3 5 (1.63%) Computer Science Degree
4 4 (1.31%) A+ Certification
5 2 (0.65%) ISEB
5 2 (0.65%) ISTQB Foundation Certification
6 1 (0.33%) CCNA
6 1 (0.33%) Cisco Certification
6 1 (0.33%) ISTQB
6 1 (0.33%) MCP
6 1 (0.33%) MCSA
6 1 (0.33%) Microsoft Certification
6 1 (0.33%) SC Cleared
6 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 6 (1.96%) Data Quality
2 3 (0.98%) GDPR
3 2 (0.65%) QA
4 1 (0.33%) ISO/IEC 27001
4 1 (0.33%) PCI DSS
System Software
1 40 (13.07%) Docker
2 17 (5.56%) VirtualBox
3 4 (1.31%) HDFS
4 2 (0.65%) Active Directory
5 1 (0.33%) Apache Flume
5 1 (0.33%) Slurm Workload Manager
Systems Management
1 39 (12.75%) Terraform
2 31 (10.13%) Kubernetes
3 30 (9.80%) Kibana
4 29 (9.48%) Ansible
4 29 (9.48%) logstash
5 18 (5.88%) Docker Swarm
6 12 (3.92%) Oozie
7 5 (1.63%) HAProxy
7 5 (1.63%) ZABBIX
8 4 (1.31%) Hadoop YARN
8 4 (1.31%) Mesos
9 3 (0.98%) Opscode Chef
9 3 (0.98%) Packer
10 2 (0.65%) Rancher
11 1 (0.33%) Control-M
11 1 (0.33%) Grafana
11 1 (0.33%) Prometheus
Vendors
1 80 (26.14%) Google
2 46 (15.03%) Splunk
3 33 (10.78%) Bloomberg
4 29 (9.48%) Talend
5 28 (9.15%) Informatica
6 21 (6.86%) Cloudera
6 21 (6.86%) Hortonworks
7 20 (6.54%) IBM
8 14 (4.58%) Tableau
9 10 (3.27%) SAP
10 6 (1.96%) Salesforce.com
11 5 (1.63%) Red Hat
12 4 (1.31%) Pega
12 4 (1.31%) Sony
12 4 (1.31%) TIBCO
13 3 (0.98%) Microsoft
13 3 (0.98%) Oracle
14 2 (0.65%) Conga
14 2 (0.65%) Marketo
14 2 (0.65%) Yahoo!