boto Job Trends in the North of England

AWS SDK for Python (Boto3, Boto)
England > North of England

The table below provides summary statistics and salary benchmarking for jobs advertised in the North of England requiring boto skills. It covers permanent job vacancies from the 6 months leading up to 6 May 2026, with comparisons to the same periods in the previous two years.

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 320 - -
Rank change year-on-year - - -
Permanent jobs citing boto 1 0 0
As % of all permanent jobs in the North of England 0.005% - -
As % of the Libraries, Frameworks & Software Standards category 0.066% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £47,000 - -
Median annual salary (50th Percentile) £52,000 - -
75th Percentile £57,000 - -
90th Percentile - - -
England median annual salary £52,000 £76,500 £90,000
% change year-on-year -32.03% -15.00% +16.13%

All Software Libraries and Frameworks
North of England

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 in the North of England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,518 1,321 3,235
As % of all permanent jobs advertised in the North of England 8.17% 18.10% 19.42%
Number of salaries quoted 1,240 949 2,723
10th Percentile £31,250 £32,496 £34,000
25th Percentile £45,000 £43,750 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -4.35%
75th Percentile £75,250 £77,500 £70,000
90th Percentile £90,250 £92,000 £80,000
England median annual salary £67,500 £66,254 £60,000
% change year-on-year +1.88% +10.42% -11.11%

boto
Job Vacancy Trend in the North of England

Historical trend showing the proportion of permanent IT job postings citing boto relative to all permanent IT jobs advertised in the North of England.

boto job vacancy trend in the North of England

boto
Salary Trend in the North of England

Salary distribution trend for jobs in the North of England citing boto.

Salary distribution trend for jobs in the North of England citing boto

boto
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing boto within the North of England region over the 6 months to 6 May 2026. 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
North East - 1 £52,000 - 3
boto
England

boto
Co-Occurring Skills & Capabilities in the North of England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon ECS
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) Azure DevOps
1 1 (100.00%) Cloud Computing
1 1 (100.00%) Virtual Private Cloud
Communications & Networking
1 1 (100.00%) Firewall
Database & Business Intelligence
1 1 (100.00%) Amazon RDS
1 1 (100.00%) GIS
1 1 (100.00%) PostgreSQL
Development Applications
1 1 (100.00%) Git
General
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Developer
1 1 (100.00%) Full-Stack Developer
1 1 (100.00%) Full-Stack Python Developer
1 1 (100.00%) Python Developer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Developer
1 1 (100.00%) Senior Full-Stack Developer
1 1 (100.00%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 1 (100.00%) .NET
1 1 (100.00%) .NET Core
1 1 (100.00%) Ajax
1 1 (100.00%) CSS
1 1 (100.00%) Flask
1 1 (100.00%) HTML
1 1 (100.00%) Jinja
1 1 (100.00%) jQuery
1 1 (100.00%) Node.js
1 1 (100.00%) OpenLayers
1 1 (100.00%) SQLAlchemy
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Renewable Energy
1 1 (100.00%) Web Conferencing
Processes & Methodologies
1 1 (100.00%) CI/CD
1 1 (100.00%) Coaching
1 1 (100.00%) Computer Science
1 1 (100.00%) Cybersecurity
1 1 (100.00%) DevOps
1 1 (100.00%) Front End Development
1 1 (100.00%) Full-Stack Development
1 1 (100.00%) Mathematics
1 1 (100.00%) Mentoring
1 1 (100.00%) Multithreading
1 1 (100.00%) User Experience
1 1 (100.00%) User-Centered Design (UCD)
Programming Languages
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
Qualifications
1 1 (100.00%) AWS Certification
1 1 (100.00%) Degree
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubernetes