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Machine Learning Operations Specialist

3 weeks ago

Fredericton, New Brunswick, Canada Autodesk, Inc. Full time
Job Description:

Autodesk is seeking a seasoned Machine Learning Operations Specialist 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.

The ideal candidate will drive the operational excellence of our AI/ML Platform by implementing and optimizing MLOps practices, designing and implementing automated deployment pipelines for machine learning models, and collaborating with cross-functional teams to design, implement, and maintain scalable infrastructure for model training, inference, and data processing.

Key Responsibilities:
  • Drive the operational excellence of our AI/ML Platform
  • Design and implement automated deployment pipelines for machine learning models
  • Collaborate with cross-functional teams to design, implement, and maintain scalable infrastructure


Requirements:
  • BS or MS in Computer Science, or related field
  • 4+ years of hands-on experience in DevOps and MLOps
  • Proficiency in implementing Infrastructure as Code practices using tools such as Terraform or Ansible
  • Strong expertise in containerization technologies (Docker, Kubernetes)


Why Join Us:

As a Machine Learning Operations Specialist at Autodesk, you will have the opportunity to work with a talented team of researchers and engineers to develop innovative AI/ML solutions that transform industries. You will be part of a collaborative environment that fosters growth, creativity, and experimentation. We offer competitive compensation and benefits packages, including opportunities for professional development and career advancement.