Autodesk
Technology
SeniorMachineLearningOperationsDeveloper:AI/MLPlatform
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“Senior Machine Learning Operations Developer: AI/ML Platform at Autodesk. Skills: Machine Learning Operations, AI/ML Platform, DevOps, Cloud Infrastructure. Drive operational excellence. Implement MLOps practices”
Industry & Context.
Troubleshoot operational issues; Resolve complex issues
What They're Looking For.
Must Have
BS or MS in Computer Science, 5+ years DevOps and MLOps, Proficiency in Infrastructure as Code, Expertise in containerization technologies, Experience in CI/CD pipelines, Scripting skills in Python, Bash, Familiarity with monitoring and logging tools, Understanding of security best practices, Excellent collaboration and communication skills, Proven ability to troubleshoot
Nice to Have
Experience with AWS or Azure, Familiarity with databases and data storage, Exposure to ML frameworks, Experience with Git, Experience with Jira, Familiarity with Agile development
What You'll Do.
Drive operational excellence
Implement MLOps practices
Optimize MLOps practices
Design automated deployment pipelines
Implement automated deployment pipelines
Collaborate to design infrastructure
Collaborate to implement infrastructure
Collaborate to maintain infrastructure
Develop monitoring systems
Maintain monitoring systems
Develop logging systems
Maintain logging systems
Work closely with data engineers
Ensure efficient data pipelines
Implement version control systems
Contribute to model governance
Contribute to compliance standards
Uphold ethical considerations
Enforce security best practices
Enforce compliance standards
Identify process automation opportunities
Identify process optimization opportunities
Implement strategies to enhance MLOps
Identify operational issues
Resolve operational issues
Contribute to incident response
Contribute to system recovery
How You'll Work.
Team & Collaboration
Cross-functional teams; Data engineers; Software developers; Researchers
Full Job Description
**Job Requisition ID #** 26WD98671 _**Senior Machine Learning**_**Operations Developer: AI/ML Platform** Location: Canada. Open to Toronto, Montreal, Vancouver or Remote Canada _French translation to follow!/Traduction française à suivre!_ **About Autodesk** Autodesk makes software for people who make things. We are a global leader in _3D_ design, engineering, manufacturing, and entertainment software. Our customers use Autodesk software to design and make the physical and virtual worlds that we live in. If you've ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film or played an immersive game, chances are you've experienced what millions of Autodesk customers are doing with our software. **Position Overview** Autodesk, a global leader in _3D_ design, engineering, manufacturing, and entertainment software, is seeking a skilled MLOps Engineer to join our AI/ML Platform team. This role is pivotal in ensuring the smooth operationalization of _machine learning_ models and the overall efficiency of our next-generation AI/ML platform used in the development of _machine learning_ and generative AI solutions powering Autodesk’s suite of products and services. You will collaborate with research and product engineering from various domains including design, construction, manufacturing, and media & entertainment to to support platform operations. **Responsibilities** * **Operational Efficiency:** Drive the operational excellence of our AI/ML Platform by implementing and optimizing MLOps practices * **Deployment Automation:** Design and implement automated deployment pipelines for _machine learning_ models, ensuring seamless transitions from development to production * **Scalable Infrastructure:** Collaborate with cross-functional teams to design, implement, and maintain scalable infrastructure for _model_ training, inference, and data processing * **Monitoring and Logging:** Develop and maintain robust monitoring and log
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