AI Engineer at Bloomfield Robotics Pittsburgh, PA

Position Overview

Bloomfield Robotics in Pittsburgh, PA is seeking an AI Engineer. Join our rapidly growing engineering team to lead the design and development of deep learning models on high resolution image data and build analytical solutions on a cloud platform. At Bloomfield Robotics, we continuously assess the health and performance of the world’s +$1T specialty crops with deep learning and imaging technology, helping growers improve yield quality and consistency.

Key Responsibilities

• Deep model development: develop new image processing models that include feature detection and instance segmentation.
• Develop and track model performance metrics across various applications and data sets.
• Integrate model development and deployment into a cloud-based automated data processing pipeline.
• Develop processes and algorithms for effective model retraining when necessary.
• Data labeling: establish image labeling strategies for model training, validation, and ongoing Q&A of deployed models.
• Train and deploy models using PyTorch, MLFlow, and SageMaker in AWS.

Required Qualifications

• 3+ years of experience developing cloud-based AI solutions.
• Proficient in common deep learning tools, including PyTorch, PyTorch Lightning, and TensorFlow.
• Experience with multi-class models and hierarchical classification.
• Proficient in programming languages such as Python, C++, and Java.

Preferred Qualifications

• MS degree in computer science, mathematics, engineering, or a related field.
• Experience in Machine Learning Operations management with extensive AWS expertise and complete model lifecycle management.
• Previous projects implementing Mask-RCNN and/or AWS SageMaker.
• Experience with stereo and multi-view image data.

Benefits & Perks

• Competitive base salary and bonus
• Medical, Dental and Vision Insurance
• 401(k) retirement plan
• Unlimited PTO policy
• Parental Leave
• Training & Development Stipend