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Posted 13 hours ago
Senior ML Data Platform Developer
LoiZéro
Perks & benefits
CommissionHealth InsurancePaid Leave
Requirements
Bachelor's degree in CS or related field, 5+ years experience in web-scale storage, Experience with HPC or distributed ML environments, Knowledge of Ray, Spark, or Arrow, Experience with Kubernetes or Slurm, Familiarity with Docker
Skills
PythonApache SparkKubernetesDockerRay
About the role
Responsibilities
- Design and maintain a hierarchical storage architecture and collaborate with the research team for seamless integration with training pipelines
- Scale and automate data processing infrastructure to handle petabytes of data
- Ensure efficient use of compute resources, including GPU access for intensive data processing tasks
- Assist the Infrastructure team in provisioning compute and storage environments to support scaling
- Ensure all datasets are versioned, reproducible, and fully traceable with accompanying datasheets
- Collaborate with research and other teams to develop tools for self-service data exploration, sampling, and analysis
Requirements
- Bachelor's degree in Computer Science, Computer Engineering, Software Engineering, or a related field
- 5+ years of experience in designing and managing web-scale storage
- Experience with HPC or large-scale distributed ML data environments
- Proficiency with technologies such as Lustre, Ray, Apache Spark, Apache Arrow, or Parquet
- Experience with workload managers like Ray, Kubernetes, or Slurm
- Familiarity with containerization tools like Docker or Enroot
- Familiarity with data infrastructures and platforms such as vector databases
Benefits
- Comprehensive health benefits including mental health and wellness management
- 20 days of vacation per year from start date
- 4% employer contribution to retirement savings
- Additional 8% compensation for retirement savings or bonuses
- Collaborative and inclusive work environment
About the Company
LoiZéro is a non-profit organization dedicated to advancing research and developing technical solutions for safe AI systems. Based in Montreal, LoiZéro conducts research to design non-agentic AI systems that learn to understand the world through transparent probabilistic reasoning.
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Get started — it's freeSenior ML Data Platform Developer
LoiZéro · Montreal
