AWS SDK for Python (Boto3, Boto)
UK

The table below provides summary statistics for permanent job vacancies requiring boto skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited boto over the 6 months leading up to 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 704 909 960
Rank change year-on-year +205 +51 +238
Permanent jobs citing boto 5 3 2
As % of all permanent jobs advertised in the UK 0.009% 0.003% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.053% 0.014% 0.007%
Number of salaries quoted 4 2 0
10th Percentile - £93,000 -
25th Percentile £75,750 £97,500 -
Median annual salary (50th Percentile) £77,000 £105,000 -
Median % change year-on-year -26.67% - -
75th Percentile £80,313 £112,500 -
90th Percentile £83,125 £117,000 -
UK excluding London median annual salary £85,000 - -

All Software Libraries and Frameworks
UK

boto falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,499 21,396 29,097
As % of all permanent jobs advertised in the UK 17.14% 20.72% 29.95%
Number of salaries quoted 5,834 15,919 18,040
10th Percentile £38,750 £36,250 £40,810
25th Percentile £51,250 £45,000 £50,500
Median annual salary (50th Percentile) £66,206 £60,000 £67,500
Median % change year-on-year +10.34% -11.11% +3.85%
75th Percentile £86,250 £78,750 £87,500
90th Percentile £111,250 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

boto
Job Vacancy Trend

Job postings citing boto as a proportion of all IT jobs advertised.

Job vacancy trend for boto in the UK

boto
Salary Trend

3-month moving average salary quoted in jobs citing boto.

Salary trend for boto in the UK

boto
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing boto within the UK over the 6 months to 30 May 2025. 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
Jobs
England +161 5 £77,000 -14.44% 5
London +115 3 £76,500 -15.00% 2
South West - 2 £85,000 - 2
UK excluding London - 2 £85,000 - 4
Work from Home - 1 £77,500 -

boto
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (40.00%) Apache
1 2 (40.00%) Confluence
Business Applications
1 2 (40.00%) SimCorp Dimension
Cloud Services
1 5 (100.00%) Amazon S3
1 5 (100.00%) AWS
1 5 (100.00%) AWS Lambda
1 5 (100.00%) Serverless
2 4 (80.00%) AWS CloudTrail
3 3 (60.00%) Amazon EC2
4 2 (40.00%) Amazon CloudWatch
4 2 (40.00%) Amazon Kinesis
4 2 (40.00%) Amazon SQS
4 2 (40.00%) AWS CloudFormation
4 2 (40.00%) AWS Step Functions
4 2 (40.00%) Cloud Computing
5 1 (20.00%) Amazon ECS
5 1 (20.00%) Amazon EKS
5 1 (20.00%) Amazon EMR
5 1 (20.00%) AWS Fargate
5 1 (20.00%) CloudFront
5 1 (20.00%) GitHub
5 1 (20.00%) GitHub Actions
5 1 (20.00%) Route 53
Communications & Networking
1 1 (20.00%) VPN
Database & Business Intelligence
1 2 (40.00%) Amazon Athena
1 2 (40.00%) Amazon Aurora
1 2 (40.00%) Amazon RDS
1 2 (40.00%) Amazon Redshift
1 2 (40.00%) Flink
Development Applications
1 4 (80.00%) JIRA
2 2 (40.00%) Git
2 2 (40.00%) GitLab
3 1 (20.00%) Artifactory
3 1 (20.00%) Jenkins
3 1 (20.00%) JUnit
3 1 (20.00%) Selenium
General
1 2 (40.00%) Finance
2 1 (20.00%) Aerospace
Job Titles
1 2 (40.00%) AWS Developer
1 2 (40.00%) Developer
1 2 (40.00%) Python Developer
1 2 (40.00%) Test Engineer
2 1 (20.00%) AWS DevOps
2 1 (20.00%) AWS DevOps Engineer
2 1 (20.00%) AWS Engineer
2 1 (20.00%) Backend Developer
2 1 (20.00%) DevOps Engineer
2 1 (20.00%) Integration Engineer
2 1 (20.00%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 2 (40.00%) GraphQL
1 2 (40.00%) Kafka
1 2 (40.00%) Middleware
1 2 (40.00%) SAML
Miscellaneous
1 2 (40.00%) Hybrid Cloud
1 2 (40.00%) Public Cloud
Processes & Methodologies
1 4 (80.00%) Agile
2 3 (60.00%) CI/CD
2 3 (60.00%) DevSecOps
2 3 (60.00%) Infrastructure as Code
3 2 (40.00%) Blue-Green Deployment
3 2 (40.00%) Change Control
3 2 (40.00%) Microservices
3 2 (40.00%) Observability
3 2 (40.00%) Scrum
3 2 (40.00%) SDLC
3 2 (40.00%) SOA
3 2 (40.00%) Software Testing
3 2 (40.00%) Systems Analysis
3 2 (40.00%) Test Automation
3 2 (40.00%) Thought Leadership
4 1 (20.00%) Disaster Recovery
4 1 (20.00%) ETL
4 1 (20.00%) Incident Management
4 1 (20.00%) Programme Management
4 1 (20.00%) Software Delivery
Programming Languages
1 3 (60.00%) Python
2 1 (20.00%) Groovy
Qualifications
1 2 (40.00%) Degree
1 2 (40.00%) ISTQB
2 1 (20.00%) AWS Certification
2 1 (20.00%) DV Cleared
2 1 (20.00%) ISTQB Foundation Certification
2 1 (20.00%) Security Cleared
Quality Assurance & Compliance
1 1 (20.00%) ISO/IEC 27001
System Software
1 1 (20.00%) Docker
Systems Management
1 2 (40.00%) Single Sign-On
2 1 (20.00%) Kubernetes
2 1 (20.00%) Terraform
Vendors
1 2 (40.00%) Okta
1 2 (40.00%) SimCorp
2 1 (20.00%) Atlassian