Machine Learning Data Curator, Imara

Responsibilities:

Dataset Management:

• Improve the perception system’s quality through meticulous management of ML training data.
• Identify and gather data from relevant sources, collaborating with other engineers for data capture and collection.
• Manage ongoing dataset requirements, focusing on storage, security, speed, and efficiency.

Measurements and Reporting:

• Track the performance of ML models over time.
• Measure model effectiveness on new data.
• Produce regular performance reports.

Planning and Execution:

• Manage image annotation resources, both internal and external, including communication and performance expectations.
• Define and manage a backlog of data priorities.
• Oversee the assignment and completion of backlog tasks.

Team Leadership:

• Check-in with casual image annotators and external companies to manage the annotation backlog.
• Approve weekly timesheets for casual annotators.
• Ensure annotators and external companies understand and take accountability for their work.
• Play a role in onboarding and exiting casual annotators.
• Demonstrate the client’s core values in the workplace.

Requirements & Skills:

• A degree in Computer Science, Software Engineering, or a related field.
• 4 years of commercial experience in a similar role.
• Solid experience in data management or analysis.
• Knowledge of Neural Networks and Machine Learning.
• Ability to organize and manage large data sets.
• Strong analytical skills with excellent communication and problem-solving abilities.
• Ability to explain complex problems in simple, non-technical terms.
• Experience with tools and technologies like cloud storage, SQL, scripting, and automation is a plus.