Senior Machine Learning Operations Developer – Inference, AI/ML Platform
Autodesk
full-time
Posted on:
Location Type: Office
Location: Toronto • Canada
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Job Level
About the role
- Drive the operational excellence of our AI/ML Platform by implementing and optimizing MLOps practices
- Design and implement automated deployment pipelines for machine learning models
- Collaborate with cross-functional teams to design, implement, and maintain scalable infrastructure
- Develop and maintain robust monitoring and logging systems to track model performance
- Work closely with data developers to ensure efficient data pipelines for model training
- Implement version control systems for machine learning models
- Contribute to the implementation of robust model governance practices
- Enforce security best practices and compliance standards
- Identify opportunities for process automation, optimization, and implement strategies to enhance the overall MLOps lifecycle
- Play a key role in identifying and resolving operational issues
Requirements
- BS or MS in Computer Science, or related field
- 5+ years of hands-on experience in DevOps and MLOps, with a focus on deploying and managing machine learning models in production environments
- Proficiency in implementing Infrastructure as Code practices using tools such as Terraform or Ansible
- Strong expertise in containerization technologies (Docker, Kubernetes)
- Demonstrated experience in setting up and managing Continuous Integration and Continuous Deployment (CI/CD) pipelines
- Strong scripting skills in Python, Bash, or similar languages
- Familiarity with monitoring and logging tools (e.g., Prometheus, Grafana, ELK Stack)
- Understanding of security best practices in MLOps
- Excellent collaboration and communication skills
- Proven ability to troubleshoot and resolve complex operational issues
Benefits
- annual cash bonuses
- commissions for sales roles
- stock grants
- comprehensive benefits package
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
MLOpsautomated deployment pipelinesmonitoring systemslogging systemsversion control systemsInfrastructure as CodecontainerizationContinuous IntegrationContinuous Deploymentscripting
Soft Skills
collaborationcommunicationtroubleshootingproblem-solving
Certifications
BS in Computer ScienceMS in Computer Science