Period
to 9 December 2021

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 9 December 2021 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
9 Dec 2021
Same period 2020 Same period 2019
Rank 452 357 385
Rank change year-on-year -95 +28 +239
Contract jobs citing Amazon Athena 127 31 172
As % of all contract jobs advertised in London 0.33% 0.19% 0.50%
As % of the Database & Business Intelligence category 1.38% 0.77% 2.06%
Number of daily rates quoted 102 29 83
10th Percentile £451 £475 £479
25th Percentile £516 £500 £525
Median daily rate (50th Percentile) £650 £550 £625
Median % change year-on-year +18.18% -12.00% +13.64%
75th Percentile £700 £588 £756
90th Percentile £775 £625 £798
England median daily rate £600 £550 £600
% change year-on-year +9.09% -8.33% +9.09%

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 9,183 4,003 8,353
As % of all contract IT jobs advertised in London 24.05% 24.47% 24.29%
Number of daily rates quoted 6,753 2,885 6,108
10th Percentile £400 £350 £360
25th Percentile £475 £425 £425
Median daily rate (50th Percentile) £575 £525 £525
Median % change year-on-year +9.52% - -
75th Percentile £675 £625 £613
90th Percentile £750 £700 £700
England median daily rate £525 £490 £475
% change year-on-year +7.14% +3.16% -
Number of hourly rates quoted 39 23 50
10th Percentile £24.50 £21.20 £15.00
25th Percentile £25.75 £28.25 £21.31
Median hourly rate £37.50 £38.50 £29.98
Median % change year-on-year -2.60% +28.42% +8.56%
75th Percentile £60.50 £53.88 £43.31
90th Percentile £67.50 £65.95 £53.93
England median hourly rate £39.73 £27.23 £28.25
% change year-on-year +45.91% -3.61% -0.88%

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 9 December 2021.

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 9 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South London +9 18 £543 -13.20%
Central London -46 15 £695 +32.38% 3
Amazon Athena
England

For the 6 months to 9 December 2021, 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.

1 127 (100.00%) AWS
2 102 (80.31%) Amazon S3
3 87 (68.50%) Python
4 72 (56.69%) Serverless
5 71 (55.91%) AWS Lambda
6 66 (51.97%) Agile Software Development
7 64 (50.39%) SQL
8 54 (42.52%) Amazon Redshift
9 52 (40.94%) Amazon EC2
10 46 (36.22%) Java
11 41 (32.28%) Big Data
12 38 (29.92%) Data Warehouse
12 38 (29.92%) ETL
13 37 (29.13%) Data Lake
14 36 (28.35%) Data Modelling
14 36 (28.35%) Software Engineering
14 36 (28.35%) Apache Spark
15 34 (26.77%) Amazon RDS
15 34 (26.77%) Apache Airflow
16 32 (25.20%) Tableau
17 31 (24.41%) Amazon DynamoDB
17 31 (24.41%) Finance
18 30 (23.62%) Amazon EMR
19 28 (22.05%) Kafka
19 28 (22.05%) Terraform
20 24 (18.90%) Apache
20 24 (18.90%) Web Services
20 24 (18.90%) AngularJS
21 23 (18.11%) Full Stack Development
22 22 (17.32%) Data Engineering

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 36 (28.35%) Apache Spark
2 34 (26.77%) Apache Airflow
3 24 (18.90%) Apache
4 5 (3.94%) Luigi
5 3 (2.36%) Elasticsearch
6 1 (0.79%) PowerExchange
6 1 (0.79%) SAS
Applications
1 6 (4.72%) Microsoft Excel
Cloud Services
1 127 (100.00%) AWS
2 102 (80.31%) Amazon S3
3 72 (56.69%) Serverless
4 71 (55.91%) AWS Lambda
5 52 (40.94%) Amazon EC2
6 30 (23.62%) Amazon EMR
7 21 (16.54%) Amazon Kinesis
8 19 (14.96%) GitHub
9 18 (14.17%) Amazon SageMaker
10 17 (13.39%) GitHub Actions
11 13 (10.24%) Azure
11 13 (10.24%) GCP
12 10 (7.87%) Amazon SQS
13 7 (5.51%) Amazon CloudWatch
13 7 (5.51%) AWS CloudTrail
14 6 (4.72%) AWS CloudFormation
15 5 (3.94%) Amazon ELB
15 5 (3.94%) Route 53
15 5 (3.94%) Snowflake
15 5 (3.94%) Virtual Private Cloud
Communications & Networking
1 5 (3.94%) Firewall
1 5 (3.94%) VPN
Database & Business Intelligence
1 54 (42.52%) Amazon Redshift
2 41 (32.28%) Big Data
3 38 (29.92%) Data Warehouse
4 37 (29.13%) Data Lake
5 34 (26.77%) Amazon RDS
6 32 (25.20%) Tableau
7 31 (24.41%) Amazon DynamoDB
8 21 (16.54%) NoSQL
9 20 (15.75%) Apache Ignite
10 19 (14.96%) Hadoop
10 19 (14.96%) Relational Database
11 14 (11.02%) Pentaho
12 13 (10.24%) BigQuery
12 13 (10.24%) PostgreSQL
13 12 (9.45%) MongoDB
14 9 (7.09%) SQL Server Integration Services
15 8 (6.30%) Apache Hive
15 8 (6.30%) Metadata
15 8 (6.30%) SQL Server
16 7 (5.51%) RDBMS
Development Applications
1 17 (13.39%) Git (software)
2 12 (9.45%) Jenkins
3 7 (5.51%) JIRA
4 6 (4.72%) git-flow
5 3 (2.36%) CircleCI
5 3 (2.36%) Sonatype Nexus
6 2 (1.57%) ERwin
6 2 (1.57%) Terragrunt
General
1 31 (24.41%) Finance
2 20 (15.75%) Front Office
2 20 (15.75%) Social Skills
3 11 (8.66%) Public Sector
4 7 (5.51%) Banking
5 6 (4.72%) Analytical Skills
6 5 (3.94%) Retail Banking
7 3 (2.36%) Electronics
8 2 (1.57%) Manufacturing
8 2 (1.57%) Pharmaceutical
8 2 (1.57%) Presentation Skills
8 2 (1.57%) Retail
9 1 (0.79%) Advertising
9 1 (0.79%) Influencing Skills
9 1 (0.79%) Telecoms
Job Titles
1 53 (41.73%) Data Engineer
2 39 (30.71%) AWS Engineer
3 30 (23.62%) Developer
4 27 (21.26%) Python Engineer
5 25 (19.69%) Software Engineer
6 23 (18.11%) Architect
7 21 (16.54%) AWS Developer
8 20 (15.75%) AWS Software Engineer
8 20 (15.75%) Developer/Software Engineer
8 20 (15.75%) Python Developer
8 20 (15.75%) Python Software Engineer
9 13 (10.24%) Senior Data Engineer
10 12 (9.45%) Data Architect
11 9 (7.09%) Cloud Engineer
12 8 (6.30%) AWS Architect
12 8 (6.30%) DevOps Engineer
13 7 (5.51%) Big Data Engineer
14 6 (4.72%) Lead Architect
15 5 (3.94%) Security Architect
16 4 (3.15%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 28 (22.05%) Kafka
2 24 (18.90%) AngularJS
2 24 (18.90%) Web Services
3 22 (17.32%) React
4 21 (16.54%) Vue.js
5 15 (11.81%) PySpark
6 10 (7.87%) Lambda Expressions
7 9 (7.09%) JSON
7 9 (7.09%) XML
8 6 (4.72%) XSLT
9 4 (3.15%) pytest
9 4 (3.15%) YAML
10 3 (2.36%) OAuth
10 3 (2.36%) Spark Streaming
11 2 (1.57%) Spring
12 1 (0.79%) .NET
12 1 (0.79%) GraphQL
12 1 (0.79%) Pandas
12 1 (0.79%) REST
12 1 (0.79%) RESTful
Miscellaneous
1 20 (15.75%) Derivative
1 20 (15.75%) Equities
1 20 (15.75%) Fixed Income
1 20 (15.75%) Foreign Exchange (FX)
2 6 (4.72%) Data Structures
3 3 (2.36%) Algorithms
3 3 (2.36%) Cloud Native
3 3 (2.36%) Enterprise Cloud
3 3 (2.36%) Life Science
3 3 (2.36%) Management Information System
4 1 (0.79%) Credit Risk
4 1 (0.79%) Enterprise Software
4 1 (0.79%) Hybrid Cloud
4 1 (0.79%) Replication
4 1 (0.79%) Virtual Team
Operating Systems
1 10 (7.87%) Linux
2 7 (5.51%) Windows
3 4 (3.15%) Unix
Processes & Methodologies
1 66 (51.97%) Agile Software Development
2 38 (29.92%) ETL
3 36 (28.35%) Data Modelling
3 36 (28.35%) Software Engineering
4 23 (18.11%) Full Stack Development
5 22 (17.32%) Data Engineering
6 21 (16.54%) Infrastructure as Code
7 20 (15.75%) Analytics
7 20 (15.75%) Asset Management
8 19 (14.96%) Business Intelligence
8 19 (14.96%) Data Pipeline
9 18 (14.17%) DevOps
10 16 (12.60%) SDLC
11 15 (11.81%) Data Science
12 14 (11.02%) Data Architecture
13 12 (9.45%) Data Analysis
13 12 (9.45%) Scrum
13 12 (9.45%) Test Automation
14 10 (7.87%) Digital Transformation Programme
14 10 (7.87%) TDD
Programming Languages
1 87 (68.50%) Python
2 64 (50.39%) SQL
3 46 (36.22%) Java
4 22 (17.32%) JavaScript
5 21 (16.54%) TypeScript
6 20 (15.75%) Kotlin
7 11 (8.66%) Bash Shell
8 10 (7.87%) C#
9 9 (7.09%) PL/SQL
10 8 (6.30%) PowerShell
10 8 (6.30%) Ruby
10 8 (6.30%) Scala
11 6 (4.72%) T-SQL
12 3 (2.36%) Shell Script
13 2 (1.57%) C
Qualifications
1 22 (17.32%) Security Cleared
2 21 (16.54%) SC Cleared
3 5 (3.94%) AWS Certification
3 5 (3.94%) CISSP
3 5 (3.94%) Degree
4 3 (2.36%) BPSS Clearance
Quality Assurance & Compliance
1 7 (5.51%) SLA
2 6 (4.72%) Data Quality
3 5 (3.94%) ISO/IEC 27001
3 5 (3.94%) NIST
3 5 (3.94%) NIST 800
4 4 (3.15%) QA
5 3 (2.36%) IFRS
6 2 (1.57%) GDPR
7 1 (0.79%) Disclosure Scotland
7 1 (0.79%) IFRS 9
System Software
1 12 (9.45%) Docker
2 3 (2.36%) Apache Flume
3 1 (0.79%) Active Directory
Systems Management
1 28 (22.05%) Terraform
2 17 (13.39%) Kubernetes
3 7 (5.51%) Ansible
4 6 (4.72%) Kibana
5 3 (2.36%) Grafana
5 3 (2.36%) Oozie
Vendors
1 17 (13.39%) Talend
2 13 (10.24%) Oracle
3 10 (7.87%) Google
4 9 (7.09%) Salesforce.com
5 8 (6.30%) Cloudera
6 6 (4.72%) Databricks
7 5 (3.94%) Netezza
7 5 (3.94%) Teradata
8 4 (3.15%) Guidewire
8 4 (3.15%) Informatica
9 3 (2.36%) ESRI
9 3 (2.36%) MuleSoft
10 2 (1.57%) Microsoft
10 2 (1.57%) SAP
11 1 (0.79%) Confluent
11 1 (0.79%) Hortonworks
11 1 (0.79%) Sage
11 1 (0.79%) WSO2