Robotics Data Standards Architect

Mecka AI; New York (NY); On-site; USD 120,000 - 150,000; Full time

Job summary

Mecka AI is hiring a Human Data Architect, Quality in New York City, to set standards for robotics training data. You will define what constitutes good data and develop the specifications that guide data operations. The role requires a mix of creativity and rigor, focusing on taxonomy and data organization.

The ideal candidate has at least 5 years of experience in the ML field and is comfortable working with researchers to ensure data quality meets evolving standards.

Qualifications

• 5+ years working at the intersection of ML and data.
• Hands-on experience in designing labeling schemas that fed production model training.
• Strong data instincts for dataset evaluation.

Responsibilities

• Define data quality standards and labeling rubrics for robotics training data.
• Iterate methodologies based on customer model failures.
• Decide sampling strategies and data organization principles.

Skills

Data-centric ML

Annotation methodology

Labeling specifications

Taxonomy design

Education

Bachelor's degree in a relevant field

Tools

SQL

Python

Job description

Mecka AI is hiring a Human Data Architect, Quality in New York City, to set standards for robotics training data. You will define what constitutes good data and develop the specifications that guide data operations. The role requires a mix of creativity and rigor, focusing on taxonomy and data organization.

The ideal candidate has at least 5 years of experience in the ML field and is comfortable working with researchers to ensure data quality meets evolving standards.