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Senior Software Engineer, ML Ops
Salary not available. View on company website.
Autodesk, City of Westminster
- Remote working
- Full time
- Permanent
Posted today, 19 Jun
Job ref: 29d50c4a96c54630972c4ec6a2c95fde
Full Job Description
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
· 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.)
#LI-JK3
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 you're 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 is one part of Autodesk's competitive compensation package. Offers are based on the candidate's 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: https://www.autodesk.com/company/diversity-and-belonging
Are you an existing contractor or consultant with Autodesk?
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
· 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.)
#LI-JK3
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 you're 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 is one part of Autodesk's competitive compensation package. Offers are based on the candidate's 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: https://www.autodesk.com/company/diversity-and-belonging
Are you an existing contractor or consultant with Autodesk?
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