Agerpoint is hiring a
AI ML Manager

Summary

Agerpoint is seeking an experienced Machine Learning & AI Engineering Manager to lead their team in building models for feature extraction from 2D and 3D data, focusing on agriculture and forestry applications. The role involves overseeing end-to-end machine learning development, collaborating with cross-functional teams, mentoring a team of engineers, and ensuring alignment with the company's strategic goals. The position offers benefits such as paid holidays, unlimited PTO, remote work flexibility, healthcare benefits, equity options, fitness center access, and wellness coaches.

Requirements

• Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, or a related field preferred
• 7+ years of experience in developing machine learning models, particularly in the fields of computer vision, 3D data processing, and feature extraction
• Proven track record of leading machine learning teams and managing full-cycle model development (from R&D to production)
• Strong experience with tools and libraries such as TensorFlow, PyTorch, OpenCV, and other machine learning frameworks
• Experience working with 2D and 3D data sources such as lidar, camera imagery, and point clouds
• Familiarity with geospatial data processing, GIS, Photogrammetry, Neural Radiance Fields, and remote sensing data analytics

Responsibilities

• Lead the design, development, and deployment of ML & AI models focused on feature extraction from 2D and 3D data
• Drive research and development efforts to enhance models' accuracy, efficiency, and scalability in a production environment
• Collaborate with cross-functional teams to identify customer pain points and solution opportunities
• Oversee data acquisition and preprocessing pipelines, ensuring data quality and integrity for machine learning models
• Develop and implement innovative feature extraction techniques that can translate visual and spatial data into actionable insights for plant and tree health, growth, and resource management
• Mentor, coach, and manage a team of machine learning engineers and data scientists, fostering a culture of innovation and continuous learning
• Ensure timely and high-quality delivery of machine learning solutions that align with customer and business needs
• Stay up to date with the latest advancements in machine learning, computer vision, and geospatial analysis, integrating relevant advancements into Agerpoint’s platform

Preferred Qualifications

• Solid understanding of agriculture and/or forestry applications is a plus
• Strong communication and leadership skills, with the ability to articulate complex technical concepts to non-technical stakeholders
• A passion for innovation, sustainability, and making a positive impact in agriculture and forestry

Benefits

• Paid company holidays and unlimited PTO
• Remote friendly and flexible work environment
• Company paid healthcare benefits
• Equity options for full-time employees
• Access to fully equipped, EXOS-operated fitness center with on-site wellness coaches and on-site eatery (for employees in Research Triangle Park, NC)