Full-Time

Dataops Engineer

Posted on 8/13/2024

Sanctuary AI

Sanctuary AI

51-200 employees

Develops humanoid robots for workplace automation

Robotics & Automation
AI & Machine Learning

Mid

Vancouver, BC, Canada

Position requires onsite presence in Vancouver, BC.

Category
Data Science
Data Engineering
Data & Analytics
Required Skills
Datadog
Python
Prometheus
Natural Language Processing (NLP)
Splunk
Computer Vision
Requirements
  • Bachelor's degree or higher in Computer Science or related fields
  • 3+ years 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, including coding standards, code reviews, source management, agile, processes, testing, and operations
  • Demonstrated ability to design, implement, and test in a fast-paced environment
  • Ability to develop data collection efforts that focus on the end-to-end user experience, including anticipating potential failure modes, edge cases, and anomalies
  • 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 such as Weights & Biases and ClearML
  • Demonstrated experience with Observability platforms such as Splunk, Datadog, ELK Stack, and Prometheus/Grafana
  • Demonstrated familiarity with MLOps, ML, and deep learning techniques; including but not limited to Computer Vision, SLAM, NLP/NLU, and Robotics
Responsibilities
  • Participate in data collection sessions to ensure their smooth execution
  • Acquire and annotate datasets that align with ML needs
  • Develop algorithms to transform robot telemetry into ML training and validation datasets
  • Build and support a secure, extensive, scalable, repeatable, and high-performing data collection platform
  • Systematically augment datasets in order to increase the accuracy of ML applications
  • Build and deploy ML model evaluation pipelines
  • Analyze collected data and show how the data contribute to the model performance
  • Build and implement tools that will support data analysis

Sanctuary AI develops humanoid robots designed to work alongside humans in various industries. Their main product, Phoenix™, is a general-purpose robot that can be remotely piloted or operate autonomously, allowing it to observe, assess, and perform tasks as needed. This versatility enables businesses to automate processes, enhance efficiency, and improve safety in the workplace. Unlike many competitors, Sanctuary AI focuses on creating robots that can seamlessly integrate into human work environments, providing training for effective collaboration. The goal of Sanctuary AI is to advance the capabilities of AI and robotics to create safer and more productive workplaces.

Company Stage

Grant

Total Funding

$86.1M

Headquarters

Vancouver, Canada

Founded

2018

Growth & Insights
Headcount

6 month growth

13%

1 year growth

8%

2 year growth

17%
Simplify Jobs

Simplify's Take

What believers are saying

  • Sanctuary AI secured $140 million in funding, boosting innovation and development capabilities.
  • Phoenix™ was recognized in TIME’s Best Inventions 2023, enhancing brand visibility and credibility.
  • Prominent investors like Accenture and Verizon Ventures show confidence in Sanctuary AI's potential.

What critics are saying

  • Leadership changes, like Geordie Rose stepping down, may disrupt strategic direction.
  • Increased competition from well-funded companies could challenge Sanctuary AI's market position.
  • Technical hurdles in achieving human-level dexterity may delay product deployment.

What makes Sanctuary AI unique

  • Sanctuary AI developed Phoenix™, the first general-purpose humanoid robot with human-like intelligence.
  • Their proprietary AI system, Carbon™, enables autonomous task execution and remote supervision.
  • Sanctuary AI's tactile sensor technology enhances robot dexterity, setting them apart in robotics.

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Benefits

Medical, dental, & vision insurance

Wellness programs

Stock options

PTO

Schedule flexibility

INACTIVE