DataOps Engineer

2 weeks ago

Vancouver, British Columbia, Canada Sanctuary Cognitive Systems Corp. Full time
About the Role

Sanctuary Cognitive Systems Corp. is seeking a highly skilled DataOps Engineer to join our Data Collection team. As a key member of our team, you will be responsible for designing, implementing, and maintaining our data collection platform.

Key Responsibilities
  • Design and implement data collection processes to ensure smooth execution
  • Acquire and annotate datasets to meet ML needs
  • Develop algorithms to transform robot telemetry into ML training and validation datasets
  • Build and support a secure, scalable, and high-performing data collection platform
  • Systematically augment datasets to increase the accuracy of ML applications
  • Build and deploy ML model evaluation pipelines
  • Analyze collected data and demonstrate its contribution to model performance
  • Build and implement tools to support data analysis
Requirements
  • Bachelor's degree or higher in Computer Science or related fields
  • 3+ years of experience in a Data Platform Engineer, DataOps, or equivalent role
  • 2+ years of experience with ML frameworks, platforms, and tools
  • Basic understanding of machine learning algorithms, including reinforcement learning, behavior cloning, and generative AI
  • Knowledge of professional engineering practices for the full product life cycle
  • Demonstrated ability to design, implement, and test in a fast-paced environment
Preferred Skills
  • Ability to develop data collection efforts that focus on the end-to-end user experience
  • Demonstrated proficiency with Python for data pipeline development
  • Demonstrated experience developing, optimizing, and maintaining data warehouse solutions
  • Demonstrated experience with setup and configuration of ML Ops platforms
  • Demonstrated experience with Observability platforms
  • Demonstrated familiarity with MLOps, ML, and deep learning techniques
About Sanctuary Cognitive Systems Corp.

Sanctuary Cognitive Systems Corp. is an equal opportunity employer. We are committed to creating a diverse and inclusive work environment. Our mission is to create the world's first human-like intelligence in general-purpose robots.

We offer a competitive compensation package, including competitive salaries, equity stakes, and a full suite of benefits for permanent employees. Our commitment to fairness ensures that our total compensation consistently surpasses market standards.

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