DataOps Engineer
4 days ago
About the Role:
Sanctuary AI, a leading innovator in humanoid robots and artificial intelligence, is seeking a highly skilled DataOps Engineer to join our Data Collection team. As a key member of our team, you will play a critical role in designing, implementing, and maintaining our data collection platform, ensuring seamless data flow and high-quality data for our machine learning models.
Key Responsibilities:
- Design and implement data collection processes and pipelines to support our machine learning models
- Develop and maintain a secure, scalable, and high-performing data collection platform
- Collaborate with cross-functional teams, including ML, Platform, Product Design, and Hardware and Sensor teams, to collect, validate, and process large data sets
- Participate in data collection sessions to ensure smooth execution
- Develop algorithms to transform robot telemetry into machine learning training and validation datasets
- 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
- Proficiency in Python for data pipeline development
- Experience developing, optimizing, and maintaining data warehouse solutions
- Familiarity with MLOps, ML, and deep learning techniques, including Computer Vision, SLAM, NLP/NLU, and Robotics
- Strong understanding of data collection, data processing, and machine learning concepts
About Sanctuary AI:
Sanctuary AI is a cutting-edge company that builds humanoid robots and a novel control system that integrates symbolic logic and reasoning with data-driven robot foundation models. Our mission is to create the world's first human-like intelligence in general-purpose robots. We use our robots to collect vision, audio, touch, and proprioception data from the perspective of the robot while they perform real-world work tasks. We use that data to train multimodal robot foundation models.
What We Offer:
- Market-leading compensation package, including competitive salaries, equity stakes, and a full suite of benefits for permanent employees
- Opportunity to work with a talented team of engineers and researchers on a cutting-edge project
- Chance to develop your skills and expertise in data collection, machine learning, and robotics
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