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Bloomfield · 1 month ago

AI Engineer

Pittsburgh, PA

Full-time

Onsite

Mid, Senior Level

3+ years exp

Bloomfield is focused on improving food production through advanced technology, specifically in the area of specialty crops. They are seeking an AI Engineer to lead the design and development of deep learning models and analytical solutions on a cloud platform, working with high-resolution image data.

AgTechArtificial Intelligence (AI)FarmingHorticultureMachine Learning

No H1B

Responsibilities

Deep model development: develop new image processing models that include feature detection and instance segmentation

Develop and track model performance metrics across a variety of applications and data sets

Integrate model development and deployment into cloud-based automated data processing pipeline

Develop processes and algorithms for effective model retraining as necessary

Data labeling: develop image labeling strategies for new model training and validation, including processes for on-going Q&A of deployed models

Evaluate labeling tools, including compatibility with AI training and validation systems

Train and deploy models using Pytorch, MLFlow, Sagemaker in AWS

Qualification

Deep learningCloud-based AI solutionsImage processing modelsPythonAWS SagemakerMachine Learning OperationsC++JavaModel lifecycle managementTeam leadership

Required

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 common programming languages, including Python, C++, Java

Preferred

MS degree in computer science, mathematics, engineering, or similar field

Proficient in Machine Learning Operations management, with extensive AWS experience, and demonstrated experience with complete model lifecycle management

Previous projects implementing Mask-RCNN and/or AWS Sagemaker

Experience with stereo and multi-view image data