Senior Machine Learning Engineer
Takeaway.com
full-time
Posted on:
Location Type: Remote
Location: Canada
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Job Level
About the role
- Lead the integration of new technologies and tools into our infrastructure
- Architect and oversee the development of complex machine learning pipelines
- Drive the development of cutting-edge solutions that enhance machine learning systems
- Mentor and guide mid-level Machine Learning Engineers
- Communicate effectively with technical and non-technical stakeholders
- Conduct comprehensive code reviews
- Collaborate with cross-functional teams to recommend long-term solutions
Requirements
- Expert-level proficiency with cloud technologies (ideally AWS)
- Extensive experience with containerization and orchestration (preferably Kubernetes)
- Deep understanding of software development, DevOps, and MLOps best practices
- Extensive experience in designing, deploying, and maintaining scalable models and services in production environments
- Strong understanding of Machine Learning
- Experience with MLflow for experiment tracking and model management
- Experience with Airflow or Dagster for orchestrating end-to-end ML pipelines and workflows
- Significant experience with Data Engineering, Kafka, and stream processing
- Proficiency in Python and SQL; or any other programming languages is a strong plus.
Benefits
- Inclusion, Diversity & Belonging
- Professional development
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningcloud technologiesAWScontainerizationorchestrationKubernetesDevOpsMLOpsPythonSQL
Soft skills
mentoringcommunicationcollaborationcode review