Period
to 28 January 2022

The following table provides summary statistics for contract job vacancies advertised in England 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 28 January 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
UK > England
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 576 492 519
Rank change year-on-year -84 +27 +279
Contract jobs citing Amazon Athena 184 60 214
As % of all contract jobs advertised in England 0.26% 0.17% 0.33%
As % of the Database & Business Intelligence category 1.26% 0.80% 1.51%
Number of daily rates quoted 151 55 112
10th Percentile £425 £500 £444
25th Percentile £493 £506 £513
Median daily rate (50th Percentile) £575 £550 £600
Median % change year-on-year +4.55% -8.33% +9.09%
75th Percentile £700 £613 £716
90th Percentile £725 £663 £781
UK median daily rate £575 £550 £600
% change year-on-year +4.55% -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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 14,586 7,546 14,202
As % of all contract IT jobs advertised in England 20.88% 21.61% 21.70%
Number of daily rates quoted 10,565 5,285 9,798
10th Percentile £363 £310 £320
25th Percentile £431 £396 £400
Median daily rate (50th Percentile) £540 £488 £475
Median % change year-on-year +10.77% +2.63% -1.04%
75th Percentile £650 £588 £575
90th Percentile £738 £675 £675
UK median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 182 145 198
10th Percentile £17.55 £13.30 £13.10
25th Percentile £24.50 £19.00 £17.87
Median hourly rate £43.34 £26.00 £26.25
Median % change year-on-year +66.67% -0.95% -10.44%
75th Percentile £61.69 £48.75 £43.56
90th Percentile £72.45 £61.90 £56.10
UK median hourly rate £43.34 £26.25 £26.00
% change year-on-year +65.09% +0.96% -3.97%

Amazon Athena
Job Vacancy Trend in England

Job postings citing Amazon Athena as a proportion of all IT jobs advertised in England.

Job vacancy trend for Amazon Athena in England

Amazon Athena
Contractor Daily Rate Trend in England

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

Daily rate trend for Amazon Athena in England

Amazon Athena
Daily Rate Histogram in England

Daily rate distribution for jobs citing Amazon Athena in England over the 6 months to 28 January 2022.

Daily rate histogram for Amazon Athena in England

Amazon Athena
Contract Job Locations in England

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 England region over the 6 months to 28 January 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
London -95 126 £635 +15.45% 14
North of England -54 13 £575 +9.52% 3
South West - 13 £575 - 3
Yorkshire - 9 £575 - 2
North West -46 4 £588 +11.90% 1
West Midlands -55 4 £413 -17.50%
Midlands -65 4 £413 -17.50% 1
East of England - 4 £525 - 2
South East - 3 £450 -
Amazon Athena
UK

For the 6 months to 28 January 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 England region with a requirement for Amazon Athena.

1 173 (94.02%) AWS
2 122 (66.30%) Amazon S3
3 110 (59.78%) Python
4 107 (58.15%) Amazon Redshift
5 80 (43.48%) SQL
5 80 (43.48%) Serverless
6 79 (42.93%) AWS Lambda
7 76 (41.30%) Agile Software Development
8 60 (32.61%) ETL
9 58 (31.52%) Big Data
9 58 (31.52%) CI/CD
10 57 (30.98%) Data Lake
11 53 (28.80%) Amazon RDS
12 50 (27.17%) Amazon EMR
12 50 (27.17%) Apache Spark
13 48 (26.09%) Kafka
14 47 (25.54%) Data Warehouse
15 46 (25.00%) Amazon Kinesis
16 44 (23.91%) Terraform
16 44 (23.91%) Security Cleared
16 44 (23.91%) Amazon EC2
17 43 (23.37%) Data Engineering
18 42 (22.83%) Data Modelling
18 42 (22.83%) Java
18 42 (22.83%) Software Engineering
19 39 (21.20%) Amazon DynamoDB
20 38 (20.65%) Social Skills
21 36 (19.57%) SC Cleared
22 34 (18.48%) Infrastructure as Code
23 32 (17.39%) DevOps

Amazon Athena
Co-occurring IT Skills in England 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 50 (27.17%) Apache Spark
2 25 (13.59%) Apache Airflow
3 22 (11.96%) Apache
4 3 (1.63%) Elasticsearch
4 3 (1.63%) Luigi
5 2 (1.09%) Jupyter
6 1 (0.54%) Adobe Experience Manager
6 1 (0.54%) Apache Pig
6 1 (0.54%) Confluence
6 1 (0.54%) SAS
Applications
1 7 (3.80%) Microsoft Excel
2 1 (0.54%) Microsoft Office
Business Applications
1 2 (1.09%) Salesforce.com CRM
2 1 (0.54%) Adobe Campaign
Cloud Services
1 173 (94.02%) AWS
2 122 (66.30%) Amazon S3
3 80 (43.48%) Serverless
4 79 (42.93%) AWS Lambda
5 50 (27.17%) Amazon EMR
6 46 (25.00%) Amazon Kinesis
7 44 (23.91%) Amazon EC2
8 28 (15.22%) AWS CloudFormation
9 27 (14.67%) Amazon SQS
10 22 (11.96%) Amazon SageMaker
11 21 (11.41%) GitHub
12 20 (10.87%) Azure
13 15 (8.15%) GitHub Actions
14 13 (7.07%) AWS Fargate
14 13 (7.07%) GCP
14 13 (7.07%) Snowflake
15 12 (6.52%) Amazon ECS
15 12 (6.52%) AWS Step Functions
16 10 (5.43%) Amazon CloudWatch
17 8 (4.35%) AWS CloudTrail
Communications & Networking
1 5 (2.72%) Firewall
1 5 (2.72%) VPN
Database & Business Intelligence
1 107 (58.15%) Amazon Redshift
2 58 (31.52%) Big Data
3 57 (30.98%) Data Lake
4 53 (28.80%) Amazon RDS
5 47 (25.54%) Data Warehouse
6 39 (21.20%) Amazon DynamoDB
7 29 (15.76%) Tableau
8 27 (14.67%) NoSQL
9 25 (13.59%) PostgreSQL
10 24 (13.04%) Hadoop
11 22 (11.96%) Relational Database
12 20 (10.87%) Pentaho
13 19 (10.33%) SQL Server
14 15 (8.15%) Metadata
15 13 (7.07%) Apache Ignite
15 13 (7.07%) BigQuery
16 12 (6.52%) Amazon Aurora
16 12 (6.52%) MongoDB
17 10 (5.43%) Apache Hive
17 10 (5.43%) SQL Server Integration Services
Development Applications
1 20 (10.87%) Git (software)
2 18 (9.78%) Jenkins
3 6 (3.26%) git-flow
4 5 (2.72%) CircleCI
4 5 (2.72%) JIRA
5 3 (1.63%) Sonatype Nexus
6 2 (1.09%) ERwin
6 2 (1.09%) RStudio
6 2 (1.09%) Terragrunt
7 1 (0.54%) GitLab
7 1 (0.54%) PyCharm
7 1 (0.54%) Subversion
7 1 (0.54%) Visual Studio
General
1 38 (20.65%) Social Skills
2 27 (14.67%) Finance
3 23 (12.50%) Public Sector
4 13 (7.07%) Front Office
5 12 (6.52%) Analytical Skills
6 7 (3.80%) Banking
7 6 (3.26%) Marketing
8 5 (2.72%) Retail Banking
9 4 (2.17%) Manufacturing
10 3 (1.63%) Telecoms
11 2 (1.09%) Advertising
11 2 (1.09%) Pharmaceutical
11 2 (1.09%) Presentation Skills
11 2 (1.09%) Retail
12 1 (0.54%) Electronics
12 1 (0.54%) Publishing
Job Titles
1 78 (42.39%) Data Engineer
2 37 (20.11%) AWS Engineer
3 30 (16.30%) Developer
4 25 (13.59%) Architect
5 22 (11.96%) Software Engineer
6 19 (10.33%) AWS Developer
7 18 (9.78%) Cloud Engineer
7 18 (9.78%) Python Engineer
8 16 (8.70%) Python Developer
9 15 (8.15%) Senior Data Engineer
10 14 (7.61%) AWS Software Engineer
10 14 (7.61%) Python Software Engineer
11 13 (7.07%) Developer/Software Engineer
12 12 (6.52%) Data Architect
13 11 (5.98%) DevOps Engineer
14 10 (5.43%) AWS Architect
15 7 (3.80%) Big Data Developer
15 7 (3.80%) Big Data Engineer
16 6 (3.26%) Software Developer
17 5 (2.72%) Analyst
Libraries, Frameworks & Software Standards
1 48 (26.09%) Kafka
2 20 (10.87%) AngularJS
2 20 (10.87%) PySpark
3 15 (8.15%) React
4 14 (7.61%) Vue.js
5 11 (5.98%) Lambda Expressions
6 10 (5.43%) pytest
7 7 (3.80%) JSON
7 7 (3.80%) XML
8 6 (3.26%) XSLT
9 5 (2.72%) Pandas
9 5 (2.72%) REST
10 4 (2.17%) Node.js
10 4 (2.17%) Serverless Framework
10 4 (2.17%) Swagger
11 3 (1.63%) OAuth
11 3 (1.63%) Spark Streaming
12 2 (1.09%) NumPy
12 2 (1.09%) Spring Boot
12 2 (1.09%) YAML
Miscellaneous
1 13 (7.07%) Derivative
1 13 (7.07%) Equities
1 13 (7.07%) Fixed Income
1 13 (7.07%) Foreign Exchange (FX)
2 7 (3.80%) Cloud Native
2 7 (3.80%) Enterprise Software
3 6 (3.26%) Data Structures
3 6 (3.26%) Replication
4 5 (2.72%) Algorithms
4 5 (2.72%) Management Information System
5 3 (1.63%) Enterprise Cloud
5 3 (1.63%) Life Science
5 3 (1.63%) User Experience
6 2 (1.09%) Greenfield Project
7 1 (0.54%) Credit Risk
7 1 (0.54%) Hybrid Cloud
7 1 (0.54%) Linked Data
7 1 (0.54%) Public Cloud
7 1 (0.54%) Virtual Team
Operating Systems
1 12 (6.52%) Windows
2 10 (5.43%) Linux
3 9 (4.89%) Unix
4 3 (1.63%) Windows Server
Processes & Methodologies
1 76 (41.30%) Agile Software Development
2 60 (32.61%) ETL
3 58 (31.52%) CI/CD
4 43 (23.37%) Data Engineering
5 42 (22.83%) Data Modelling
5 42 (22.83%) Software Engineering
6 34 (18.48%) Infrastructure as Code
7 32 (17.39%) DevOps
8 29 (15.76%) Analytics
9 25 (13.59%) Business Intelligence
10 23 (12.50%) Data Science
11 22 (11.96%) Data Integration
11 22 (11.96%) SDLC
12 20 (10.87%) Data Architecture
13 17 (9.24%) Data Analysis
14 16 (8.70%) Full Stack Development
14 16 (8.70%) Test Automation
15 15 (8.15%) Problem-Solving
15 15 (8.15%) Scrum
16 14 (7.61%) Visualisation
Programming Languages
1 110 (59.78%) Python
2 80 (43.48%) SQL
3 42 (22.83%) Java
4 18 (9.78%) Bash
5 16 (8.70%) PowerShell
6 15 (8.15%) JavaScript
7 14 (7.61%) TypeScript
8 13 (7.07%) Kotlin
9 10 (5.43%) C#
10 8 (4.35%) PL/SQL
11 6 (3.26%) Ruby
11 6 (3.26%) T-SQL
12 4 (2.17%) R
12 4 (2.17%) Scala
13 2 (1.09%) C
13 2 (1.09%) Shell Script
14 1 (0.54%) HiveQL
Qualifications
1 44 (23.91%) Security Cleared
2 36 (19.57%) SC Cleared
3 13 (7.07%) AWS Certification
4 8 (4.35%) BPSS Clearance
5 5 (2.72%) CISSP
5 5 (2.72%) Degree
6 2 (1.09%) Computer Science Degree
7 1 (0.54%) Tableau Certification
7 1 (0.54%) TOGAF Certification
Quality Assurance & Compliance
1 9 (4.89%) Data Quality
2 8 (4.35%) SLA
3 5 (2.72%) ISO/IEC 27001
3 5 (2.72%) NIST
3 5 (2.72%) NIST 800
4 3 (1.63%) QA
5 2 (1.09%) IFRS
6 1 (0.54%) Disclosure Scotland
6 1 (0.54%) GDPR
6 1 (0.54%) IFRS 9
System Software
1 11 (5.98%) Docker
2 4 (2.17%) Active Directory
3 3 (1.63%) Apache Flume
4 1 (0.54%) Apache ZooKeeper
4 1 (0.54%) HDFS
Systems Management
1 44 (23.91%) Terraform
2 17 (9.24%) Kubernetes
3 8 (4.35%) Ansible
4 3 (1.63%) Kibana
4 3 (1.63%) Oozie
5 1 (0.54%) Kubeflow
Vendors
1 23 (12.50%) Talend
2 14 (7.61%) Cloudera
2 14 (7.61%) Databricks
2 14 (7.61%) Oracle
2 14 (7.61%) Salesforce.com
3 9 (4.89%) Informatica
4 6 (3.26%) Guidewire
4 6 (3.26%) MuleSoft
4 6 (3.26%) Teradata
5 5 (2.72%) Google
5 5 (2.72%) Netezza
5 5 (2.72%) SAP
6 3 (1.63%) ESRI
7 2 (1.09%) Microsoft
7 2 (1.09%) Sage
8 1 (0.54%) Ab Initio
8 1 (0.54%) Adobe
8 1 (0.54%) Alteryx
8 1 (0.54%) Sybase
8 1 (0.54%) WSO2