Autodesk · 1 day ago
Principal Engineer- Machine Learning
San Francisco, CA
Full-time
Hybrid
Senior Level, Lead/Staff
$147K/yr - $238K/yr
6+ years exp
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Responsibilities
As a Principal Machine Learning Engineer at Autodesk, you will be responsible for the development and training of cutting-edge machine learning models and algorithms that can effectively leverage our platform activities and industry trends to create personalized recommendations that are delivered to our customers at the optimal moment
Work with BIG data, build scalable AI innovations
Write production quality code and influence the next generation of Autodesk customer experience
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
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.
Required
Bachelor's or master's degree in computer science, a related technical field, or equivalent practical experience
6+ years of hands-on experience in machine learning design, development and deployment
6+ years of hands-on experience with data mining, and information retrieval or natural language processing
Hands-on experience in online machine learning model deployment in a cloud service such as AWS
Strong background in API development (REST) with experience in designing and implementing robust solutions
Expert-level proficiency in programming languages such as Java, Python, etc.
Proven track record of leading fast-paced engineering teams to tackle large-scale AI problems
Track record of producing papers in conferences such as KDD, WWW, WSDM, and Patenting Innovations
Experienced in Agile development environments, with a proven ability to adapt to dynamic team structures
Skilled at collaborating with distributed teams across various geographies and time zones
Proven leadership in incident response, including driving root cause analysis and implementing preventive measures
Benefits
Health and financial benefits
Time away
Everyday wellness
Annual cash bonuses
Commissions for sales roles
Stock grants
Comprehensive benefits package
Company
Autodesk
Autodesk develops 3D design software for use in the architecture, engineering, construction, and media industries.
10001+ employees
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
Represents job field similar to this job
Trends of Total Sponsorships
2023 (196)
2022 (321)
2021 (326)
2020 (297)
Funding
Current Stage
Late StageTotal Funding
unknownKey Investors
OK Blockchain Capital
2020-08-25Seed
1985-07-01IPO
Leadership Team
Andrew Anagnost
President & Chief Executive Officer
Janesh Moorjani
CFO
Recent News
2024-12-19
2024-12-12
Yahoo Finance
2024-12-05
Company data provided by crunchbase
