Period
to

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon Athena skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Athena over the 6 months to 25 May 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Athena
England > London
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 479 405 362
Rank change year-on-year -74 -43 +160
Contract jobs citing Amazon Athena 110 54 66
As % of all contract jobs advertised in London 0.28% 0.22% 0.33%
As % of the Database & Business Intelligence category 1.38% 0.94% 1.36%
Number of daily rates quoted 86 46 56
10th Percentile £345 £500 £447
25th Percentile £495 £525 £500
Median daily rate (50th Percentile) £600 £575 £600
Median % change year-on-year +4.35% -4.17% +8.11%
75th Percentile £700 £659 £725
90th Percentile £750 £675 £750
England median daily rate £575 £575 £575
% change year-on-year - - +4.55%

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 contract job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 7,996 5,741 4,838
As % of all contract IT jobs advertised in London 20.69% 23.51% 24.51%
Number of daily rates quoted 5,901 4,050 3,522
10th Percentile £406 £375 £363
25th Percentile £488 £450 £425
Median daily rate (50th Percentile) £578 £525 £525
Median % change year-on-year +10.00% - -
75th Percentile £700 £638 £625
90th Percentile £788 £713 £702
England median daily rate £550 £500 £500
% change year-on-year +10.00% - +2.56%
Number of hourly rates quoted 34 38 28
10th Percentile £26.47 £12.20 £15.81
25th Percentile £29.38 £20.00 £19.55
Median hourly rate £52.00 £30.81 £25.00
Median % change year-on-year +68.76% +23.25% +2.04%
75th Percentile £71.56 £57.77 £34.69
90th Percentile £75.59 £65.45 £47.83
England median hourly rate £42.50 £24.50 £25.00
% change year-on-year +73.47% -2.00% -16.67%

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
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon Athena in London.

Daily rate trend for Amazon Athena in London

Amazon Athena
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon Athena in London over the 6 months to 25 May 2022.

Daily rate histogram for Amazon Athena in London

Amazon Athena
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Athena within the London region over the 6 months to 25 May 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -15 16 £600 - 1
South London -33 1 £600 -
Amazon Athena
England

For the 6 months to 25 May 2022, IT contractor 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 contract job ads across the London region with a requirement for Amazon Athena.

1 96 (87.27%) AWS
2 81 (73.64%) Amazon S3
3 69 (62.73%) Amazon Redshift
4 59 (53.64%) Python
5 52 (47.27%) Amazon EC2
6 49 (44.55%) Security Cleared
7 48 (43.64%) ETL
7 48 (43.64%) AWS Lambda
7 48 (43.64%) Serverless
8 41 (37.27%) Amazon SageMaker
9 38 (34.55%) SQL
10 35 (31.82%) Amazon EMR
11 33 (30.00%) DevOps
11 33 (30.00%) Big Data
11 33 (30.00%) SC Cleared
11 33 (30.00%) Agile
12 32 (29.09%) Terraform
12 32 (29.09%) Data Lake
12 32 (29.09%) Data Engineering
13 30 (27.27%) Amazon Kinesis
13 30 (27.27%) Kafka
14 29 (26.36%) Apache Spark
14 29 (26.36%) Infrastructure as Code
15 27 (24.55%) Data Pipeline
15 27 (24.55%) Amazon RDS
15 27 (24.55%) Analytics
15 27 (24.55%) Azure
15 27 (24.55%) SQL Server
16 26 (23.64%) CI/CD
17 25 (22.73%) Java

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 29 (26.36%) Apache Spark
2 8 (7.27%) Apache Airflow
3 6 (5.45%) Apache
4 5 (4.55%) Luigi
5 2 (1.82%) Confluence
6 1 (0.91%) Apache Pig
Business Applications
1 4 (3.64%) Salesforce.com CRM
2 1 (0.91%) Eagle PACE
2 1 (0.91%) Markit EDM
2 1 (0.91%) SimCorp Dimension
Cloud Services
1 96 (87.27%) AWS
2 81 (73.64%) Amazon S3
3 52 (47.27%) Amazon EC2
4 48 (43.64%) AWS Lambda
4 48 (43.64%) Serverless
5 41 (37.27%) Amazon SageMaker
6 35 (31.82%) Amazon EMR
7 30 (27.27%) Amazon Kinesis
8 27 (24.55%) Azure
9 25 (22.73%) GitHub
10 21 (19.09%) Azure Data Factory
11 18 (16.36%) Snowflake
12 14 (12.73%) Azure Cosmos DB
12 14 (12.73%) dbt
12 14 (12.73%) GitHub Actions
13 13 (11.82%) Amazon CloudWatch
13 13 (11.82%) AWS CloudTrail
14 12 (10.91%) Amazon SQS
15 10 (9.09%) AWS Fargate
16 9 (8.18%) AWS Step Functions
Communications & Networking
1 1 (0.91%) Firewall
1 1 (0.91%) VPN
Database & Business Intelligence
1 69 (62.73%) Amazon Redshift
2 33 (30.00%) Big Data
3 32 (29.09%) Data Lake
4 27 (24.55%) Amazon RDS
4 27 (24.55%) SQL Server
5 24 (21.82%) Data Warehouse
6 21 (19.09%) NoSQL
7 18 (16.36%) Relational Database
8 14 (12.73%) MySQL
9 13 (11.82%) RDBMS
10 12 (10.91%) Metadata
10 12 (10.91%) Pentaho
11 11 (10.00%) Hadoop
11 11 (10.00%) Tableau
12 10 (9.09%) PostgreSQL
13 8 (7.27%) Amazon DynamoDB
13 8 (7.27%) GIS
13 8 (7.27%) Neo4j
13 8 (7.27%) QGIS
14 7 (6.36%) Presto
Development Applications
1 14 (12.73%) Git (software)
2 3 (2.73%) Jenkins
2 3 (2.73%) JIRA
3 2 (1.82%) CircleCI
3 2 (1.82%) Cypress.io
4 1 (0.91%) ERwin
4 1 (0.91%) GitLab
4 1 (0.91%) PyCharm
4 1 (0.91%) Visual Studio
General
1 20 (18.18%) Social Skills
2 18 (16.36%) Public Sector
3 10 (9.09%) Finance
4 8 (7.27%) Analytical Skills
5 5 (4.55%) Front Office
6 4 (3.64%) Pharmaceutical
6 4 (3.64%) Publishing
7 1 (0.91%) Presentation Skills
7 1 (0.91%) Telecoms
Job Titles
1 48 (43.64%) Data Engineer
2 22 (20.00%) Developer
3 15 (13.64%) Architect
4 11 (10.00%) AWS Engineer
5 10 (9.09%) AWS Developer
5 10 (9.09%) Full Stack Developer
6 9 (8.18%) Python Developer
6 9 (8.18%) Technical Leader
7 8 (7.27%) Data Architect
8 7 (6.36%) Big Data Engineer
8 7 (6.36%) Hadoop Engineer
9 6 (5.45%) AWS Architect
9 6 (5.45%) Software Engineer
10 5 (4.55%) Python Engineer
11 3 (2.73%) AWS Software Engineer
11 3 (2.73%) Cloud Engineer
11 3 (2.73%) Developer/Software Engineer
11 3 (2.73%) Python Software Engineer
11 3 (2.73%) Solutions Architect
12 2 (1.82%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 30 (27.27%) Kafka
2 15 (13.64%) Pandas
2 15 (13.64%) PySpark
3 12 (10.91%) React
4 10 (9.09%) pytest
5 6 (5.45%) NumPy
6 4 (3.64%) AngularJS
6 4 (3.64%) RESTful
6 4 (3.64%) SciPy
7 3 (2.73%) FastAPI
7 3 (2.73%) Spring
7 3 (2.73%) Spring Boot
8 2 (1.82%) Django
8 2 (1.82%) Flask
8 2 (1.82%) Node.js
8 2 (1.82%) REST
8 2 (1.82%) SQLAlchemy
8 2 (1.82%) Vue.js
9 1 (0.91%) GraphQL
9 1 (0.91%) OAuth
Miscellaneous
1 10 (9.09%) Equities
2 9 (8.18%) Management Information System
3 8 (7.27%) Derivative
3 8 (7.27%) Foreign Exchange (FX)
4 5 (4.55%) Algorithms
4 5 (4.55%) Fixed Income
4 5 (4.55%) Hedge funds
4 5 (4.55%) Life Science
4 5 (4.55%) Linux Command Line
5 4 (3.64%) Hybrid Cloud
6 3 (2.73%) Cloud Native
6 3 (2.73%) Data Structures
6 3 (2.73%) Legacy Systems
6 3 (2.73%) Reference Data
7 1 (0.91%) Enterprise Software
7 1 (0.91%) Self-Motivation
7 1 (0.91%) Virtual Team
Operating Systems
1 15 (13.64%) Unix
2 8 (7.27%) Linux
Processes & Methodologies
1 48 (43.64%) ETL
2 33 (30.00%) Agile
2 33 (30.00%) DevOps
3 32 (29.09%) Data Engineering
4 29 (26.36%) Infrastructure as Code
5 27 (24.55%) Analytics
5 27 (24.55%) Data Pipeline
6 26 (23.64%) CI/CD
7 24 (21.82%) Data Modelling
8 17 (15.45%) Data Analysis
9 16 (14.55%) Unit Testing
9 16 (14.55%) Visualisation
10 14 (12.73%) Data Integration
10 14 (12.73%) TDD
11 13 (11.82%) Continuous Delivery
11 13 (11.82%) Full Stack Development
11 13 (11.82%) Software Engineering
12 12 (10.91%) Data Governance
12 12 (10.91%) Data Munging
12 12 (10.91%) Software Delivery
Programming Languages
1 59 (53.64%) Python
2 38 (34.55%) SQL
3 25 (22.73%) Java
4 10 (9.09%) JavaScript
5 8 (7.27%) C#
6 7 (6.36%) Scala
7 3 (2.73%) PowerShell
8 2 (1.82%) Apex Code
8 2 (1.82%) C
9 1 (0.91%) HiveQL
9 1 (0.91%) PL/SQL
9 1 (0.91%) R
9 1 (0.91%) Shell Script
9 1 (0.91%) TypeScript
Qualifications
1 49 (44.55%) Security Cleared
2 33 (30.00%) SC Cleared
3 3 (2.73%) BPSS Clearance
4 2 (1.82%) AWS Certification
4 2 (1.82%) Degree
5 1 (0.91%) CISSP
5 1 (0.91%) Computer Science Degree
Quality Assurance & Compliance
1 8 (7.27%) Data Quality
2 4 (3.64%) QA
3 3 (2.73%) Accessibility
3 3 (2.73%) SLA
4 1 (0.91%) Disclosure Scotland
4 1 (0.91%) GDPR
4 1 (0.91%) ISO/IEC 27001
4 1 (0.91%) NIST
4 1 (0.91%) NIST 800
System Software
1 10 (9.09%) Docker
2 1 (0.91%) Apache ZooKeeper
2 1 (0.91%) HDFS
Systems Management
1 32 (29.09%) Terraform
2 4 (3.64%) Kubernetes
3 1 (0.91%) Hadoop YARN
3 1 (0.91%) Kubeflow
Vendors
1 23 (20.91%) Databricks
2 15 (13.64%) Informatica
3 14 (12.73%) Talend
4 8 (7.27%) ESRI
4 8 (7.27%) Microsoft
5 7 (6.36%) Salesforce.com
6 5 (4.55%) Oracle
7 3 (2.73%) Bloomberg
7 3 (2.73%) Cloudera
7 3 (2.73%) Guidewire
7 3 (2.73%) MuleSoft
8 2 (1.82%) Sage
9 1 (0.91%) Ab Initio
9 1 (0.91%) Alteryx
9 1 (0.91%) GoldenSource
9 1 (0.91%) Google
9 1 (0.91%) MapR
9 1 (0.91%) SimCorp
9 1 (0.91%) Sybase
9 1 (0.91%) Teradata