Remote ML/AI Engineer

Summary

Join our team at Agerpoint as a Hybrid Model Developer and contribute to shaping how agriculture and nature field data is captured, analyzed, and managed. As a key member of our Research Triangle Park, NC location, you will design and implement innovative ML/AI models, develop advanced computer vision algorithms, and collaborate with cross-functional teams to address customer needs effectively.

Requirements

• Bachelor’s or Master’s degree in Computer Vision, Computer Science, Engineering, Applied Mathematics, or a related discipline
• At least 2 years of experience in AI/ML development
• Demonstrated history of producing high-quality software (e.g., on GitHub)
• Strong programming skills in Python or C++
• Experience in libraries such PyTorch, TensorFlow, SciPy, NumPy, Pandas, Sci-kit-learn, OpenCV, Matplotlib, MLflow, Transformers, Shapely, GeoPandas or Rasterio
• Exceptional analytical skills with a proven ability to address complex challenges
• Strong interpersonal skills, with the ability to excel in a collaborative, interdisciplinary environment

Responsibilities

• Design and implement innovative 2D and 3D ML/AI models leveraging agriculture and nature datasets
• Develop advanced computer vision algorithms for analyzing diverse data types, including imagery from handheld cameras, drones, aircraft, satellites, LIDAR, and point clouds
• Work with heterogeneous datasets to create scalable and robust solutions, utilizing deep learning frameworks such as PyTorch, TensorFlow, Keras
• Contribute to machine learning operations (MLOps) workflows, including model deployment, retraining, testing, and performance monitoring
• Utilize GIS and 3D modeling tools to transform geospatial and 3D data into actionable insights
• Collaborate with software developers, product managers, and subject-matter experts to address customer needs effectively
• Stay updated on advancements in ML/AI and 3D modeling, applying relevant developments to enhance project outcomes
• Provide technical guidance and mentorship to team members, fostering a culture of continuous learning and innovation

Benefits

• Paid company holidays and unlimited PTO
• Remote friendly and flexible work environment
• Company paid healthcare benefits
• Equity options for full-time employees