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Posted 18 hours ago
Senior ML Data Platform Developer
LawZeroSenior ML Data Platform Developer
Perks & benefits
CommissionHealth InsurancePaid Leave
Requirements
Bachelor's degree in CS or related field, 5+ years experience in web-scale storage or distributed ML frameworks, Experience with Ray, Spark, or Lustre, Experience with Kubernetes or SLURM, Familiarity with Docker and vector databases
Skills
RayApache SparkKubernetesDockerPython
About the role
Responsibilities
- Design and maintain a layered storage architecture and partner with the Research team to ensure seamless integration with training pipelines
- Scale and automate the data processing stack to handle petabytes of data
- Ensure efficient use of compute resources, including GPU access for compute-intensive tasks
- Assist the Infrastructure team in provisioning compute and storage environments
- Ensure datasets are versioned, reproducible, and fully traceable in accordance with Data Governance policies
- Develop tooling for dataset exploration, sampling, and analysis to support researcher self-service needs
Requirements
- Bachelor’s degree in Computer Science, Computer Engineering, or Software Engineering
- 5+ years of experience in web-scale storage, high-performance networking (HPC), or large-scale distributed ML data frameworks
- Experience with Lustre, Ray, Apache Spark, workflow orchestrators, Apache Arrow, or Parquet
- Experience with workload managers such as 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 account
- 20 days of vacation per year
- 4% employer contribution to retirement savings
- Additional 8% compensation for retirement savings or bonuses
About the Company
LawZero is a non-profit organization committed to advancing research and creating technical solutions that enable safe-by-design AI systems. Based in Montreal, LawZero’s research aims to build non-agentic AI that learns to understand the world through transparent and externalized probabilistic reasoning.
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LawZero · Montreal
