Senior Software Engineer, ML Ops (London), London

Senior Software Engineer, ML Ops (London)

3 Days Old

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Principal Engineering Recruiter Product Software at Autodesk. I am an Autodesker.

Job Requisition ID #

25WD89522

Position Overview
The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. As a Senior Software Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with researchers and engineers to bring the ML models they develop into Autodesk products.

You will report to a research manager in Autodesk Research. We are a global team, located in London, San Francisco, Toronto, and remotely. This role is based in the UK/EU time zone and we support both in-person, hybrid, and remote work.

Responsibilities

Test and Deploy Production Models: Automate ML model testing. Implement and use CI/CD pipelines to ensure seamless model deployment
Monitor Model Health and Performance: Define, implement, and continuously monitor health metrics for deployed models. Track errors and issues in order of severity, providing timely and effective solutions. This role requires some on-call responsibilities
Manage Re-Training Pipelines: Take ownership of the re-training pipeline for deployed ML models, ensuring they are continuously updated and optimized for performance
Optimize Performance and Efficiency: Identify opportunities to enhance model performance, reduce computational costs, and minimize latency. Implement best practices to achieve these goals
Product Ownership: Adopt a full product ownership mindset, escalating issues when necessary and effectively presenting results and insights to stakeholders and leadership

Minimum Qualifications

BSc or MSc in Computer Science, or equivalent industry experience
3+ years of software development experience
Experience with cloud services and architectures (e.g. AWS, Azure)
Experience with version control, reproducibility, and CI/CD pipelines for deploying machine learning models
Excellent written documentation skills to document code, architectures, and experiments
Experience with ML model monitoring systems
Experience with ML training and data pipelines and working with distributed systems
Proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray)

Preferred Qualifications

Experience owning a product from development through monitoring and incident response
Knowledge of the design, manufacturing, AEC, or media & entertainment industries
Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)

Learn More
About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

When youre an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!

Salary transparency
Salary is one part of Autodesks competitive compensation package. Offers are based on the candidates experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.

Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here:

Are you an existing contractor or consultant with Autodesk?
Please search for open jobs and apply internally (not on this external site).

Seniority level

Seniority level
Mid-Senior level

Employment type

Employment type
Full-time

Job function

Job function
Engineering and Information Technology
Industries
Software Development, Design Services, and IT Services and IT Consulting

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