Senior Software Engineer, Fathom Health

• 5+ years of software engineering experience in a company/production setting
• Knowledge of algorithms, data structures and systems design, with a focus on building sound and scalable ML
• Experience with deep learning frameworks like TensorFlow or PyTorch
• Industry or academic experience working on a range of ML problems, particularly NLP
• A real passion for finding, analyzing, and incorporating the latest research, technologies and techniques directly into a production environment
• Good intuition for understanding what good research looks like, and where we should focus effort to maximize outcomes

Desirable

• Developing NLP systems that help us structure and understand biomedical information and patient records
• Using a variety of structured and unstructured data sources
• Imagining and implementing creative data-acquisition and labeling systems, using tools and techniques like crowdsourcing and novel active learning approaches
• Working with the latest NLP approaches (BERT, Transformer)
• Training your models at scale (Horovod, Nvidia v100s)
• Employing and iterating on scalable and novel machine learning pipelines (Airflow on Kubernetes)
• Reading and integrating state of the art techniques into Fathom’s ML infrastructure such as Mixed Precision on Transformer networks