MLOps Engineer

OpenText

  • Ottawa, ON
  • Permanent
  • Temps-plein
  • Il y a 22 jours
OPENTEXT - THE INFORMATION COMPANYOpenText is a global leader in information management, where innovation, creativity, and collaboration are the key components of our corporate culture. As a member of our team, you will have the opportunity to partner with the most highly regarded companies in the world, tackle complex issues, and contribute to projects that shape the future of digital transformation.AI-First. Future-Driven. Human-Centered.At OpenText, AI is at the heart of everything we do—powering innovation, transforming work, and empowering digital knowledge workers. We're hiring talent that AI can't replace to help us shape the future of information management. Join us.About the RoleAre you excited about developing scalable and high-performance AI systems to tackle real-world security challenges? OpenText Cybersecurity Enterprise portfolio includes a wide range of innovative solutions that safeguard organizations from malicious attacks, data breaches, and cyber vulnerabilities.Your Impact:As an MLOps Engineer, you are proactive and passionate about improving AI/ML operations. Your primary focus is on scaling ML solutions within security analytics to help prevent data breaches caused by malicious actors. You have experience deploying ML solutions with effective lifecycle management and infrastructure support. You are eager to learn and continuously improve, demonstrating your ability to deliver results through strong engineering skills. You work across various parts of the technology stack, comfortably switching between different programming languages and tools to get the job done.What You’ll Do
  • Develop infrastructure for distributed systems, such as Spark, Ray, and Kubernetes, using Infrastructure as Code (IaC) tools like Terraform.
  • Deploy solutions through containerization with Docker, orchestration with Kubernetes or ECS, and relevant serving frameworks.
  • Build and maintain robust data and machine learning pipelines utilizing Databricks workflows and Argo.
  • Integrate machine learning workflows smoothly with CI/CD pipelines to streamline model building, testing, and deployment.
  • Set up and manage monitoring and alerting systems to guarantee the health and performance of ML models and data pipelines.
  • Document workflows, pipelines, and processes to enable team members to reuse and sustain them.
What you need to Succeed:
  • A degree in Computer Science, Engineering, or a related field.
  • Proficiency in Infrastructure as Code (IaC) tools such as Terraform and workflow orchestration systems like Argo and Databricks Workflow.
  • Strong Python skills for scripting, automation, and interfacing with ML APIs and orchestration tools.
  • Experience setting up CI/CD pipelines for ML projects using GitLab or similar tools.
  • Experience with cloud ML platforms like Azure Databricks.
  • Proficiency in distributed systems and big data technologies such as Apache Spark, Apache Ray
  • Experience with containerization and orchestration platforms like Docker, Kubernetes, and serverless architecture.
  • Familiarity with ML lifecycle management tools such as Kubeflow and MLflow for automating pipelines and tracking experiments.
  • Good understanding of data security, model governance, and compliance within ML systems.
  • Ability to troubleshoot complex issues involving infrastructure, models, and data flow.
One last thing:OpenText is more than just a corporation, it's a global community where trust is foundational, the bar is raised, and outcomes are owned.Join us on our mission to drive positive change through privacy, technology, and collaboration. At OpenText, we don't just have a culture; we have character. Choose us because you want to be part of a company that embraces innovation and empowers its employees to make a difference.OpenText's efforts to build an inclusive work environment go beyond simply complying with applicable laws. Our Employment Equity and Diversity Policy provides direction on maintaining a working environment that is inclusive of everyone, regardless of culture, national origin, race, color, gender, gender identification, sexual orientation, family status, age, veteran status, disability, religion, or other basis protected by applicable laws.If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please contact us at . Our proactive approach fosters collaboration, innovation, and personal growth, enriching OpenText's vibrant workplace.

OpenText