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Human Data Project Lead

2 months ago

San Francisco, California, United States Maxxd Full time
Job Description

We are seeking a highly skilled and experienced Project Lead to join our team at Maxxd and play a key role in the development and evolution of our AI model.

Key Responsibilities:
  • Technical and Strategic Expertise:
    • Develop and support the architecture and personality of our AI model, ensuring alignment with our vision and strategic goals.
    • Research, implement, and evaluate techniques and strategies to enhance model capabilities, including data collection, annotation, generation, and integration of multi-modal features.
    • Guide the improvement of our AI model by working across areas such as programming, science, technology, social sciences, recent events, and multimodal, ensuring our models can handle a wide range of topics and tasks.
    • Ideate, design, manage, and execute plans for developing and modifying model behavior through data management, optimization, and analysis.
  • Project and Data Management:
    • Maintain high data integrity and truthfulness in our datasets, including validation processes to ensure data factuality and reliability.
    • Conduct thorough evaluations of our models and datasets to identify those that best align with project requirements, emphasizing quality over quantity.
    • Ensure resources and timelines are managed effectively, quickly tackling any challenges or inefficiencies to improve model behavior and uphold data integrity.
    • Support the ideation of annotation workflows and the design of annotation tools and applications that prioritize data integrity, from labeling interfaces to web applications.
  • Communication and Collaboration:
    • Act as a liaison between technical staff, engineering teams, and tutoring teams, ensuring collaboration and effective knowledge sharing.
    • Report project status, model insights from annotation, insights gained, and blockers encountered, providing transparency and facilitating informed decision-making.

We are looking for candidates with the following traits, skills, background, and expertise:

  • Strong background in data curation or related fields, with hands-on experience with data quality, labeling processes, and a motivated interest in AI innovations.
  • Technical expertise, including familiarity with AI and machine learning concepts, tools, and practices, to directly contribute to the development and optimization of annotation tools and methodologies.
  • Excellent analytical skills, with the ability to analyze data sets, identify trends and anomalies, and provide insights that drive project improvements.
  • Proven ability to work independently, managing one's own tasks and responsibilities effectively while contributing to team goals.
  • Strong communication skills, capable of effectively articulating technical concepts and insights to both technical and non-technical team members.
  • Experience with SQL and Python.
  • Bachelor's degree.
Benefits
  • Competitive cash and equity-based compensation.
  • Medical, dental, and vision insurance.
  • Unlimited paid time off subject to prior approval.