110 applicants

Company

Autodesk · 5 hours ago

Principal Software Engineer - ML Ops (Machine Learning Ops)

United States

Full-time

Remote

Senior Level

$147K/yr - $238K/yr

3+ years exp

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3D TechnologyArchitecture

Comp. & Benefits

H1B Sponsor Likely

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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

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

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Software DevelopmentML Training PipelinesCloud ServicesDeep Learning FrameworksVersion ControlDistributed SystemsAutodesk ProductsDocumentation Skills

Required

BSc or MSc in Computer Science, or equivalent industry experience

3+ years of software development experience

Experience scaling Machine Learning (ML) training and data pipelines and working with distributed systems

Experience with cloud services and architectures (e.g. AWS, Azure)

Proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray)

Experience with version control, reproducibility, and deploying machine learning models

Excellent written documentation skills to document code, architectures, and experiments

Preferred

Knowledge of the design, manufacturing, AEC, or media & entertainment industries

Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)

Benefits

Health and financial benefits

Time away

Everyday wellness

Annual cash bonuses

Commissions for sales roles

Stock grants

Comprehensive benefits package

Company

Autodesk

Glassdoor

4.3

Autodesk develops 3D design software for use in the architecture, engineering, construction, and media industries.

Founded in 1982

San Francisco, California, USA

10,001+ employees

http://www.autodesk.com

H1B Sponsorship

Autodesk has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2023 (196)

2022 (321)

2021 (326)

2020 (297)