Senior ML Engineer
3 weeks ago
About Augmedix:
Augmedix (Nasdaq: AUGX) delivers industry-leading, ambient medical documentation and data solutions to healthcare systems, physician practices, hospitals, and telemedicine practitioners.
Augmedix is on a mission to help clinicians and patients form a human connection by seamlessly integrating our technology at the point of care. Augmedix's proprietary platform digitizes natural clinician-patient conversations, which are converted into comprehensive medical notes and structured data in real time. The company's platform uses automatic speech recognition, and natural language processing, including large language models, to generate accurate and timely medical notes that are transferred into the EHR.
Augmedix's products relieve clinicians of administrative burden, in turn, reducing burnout, increasing clinician efficiency and improving patient access. Through Augmedix's proprietary platform and bi-directional communication channel, Augmedix is ideally suited to serve as the vehicle for change at the point of care.
Augmedix is headquartered in San Francisco, CA, with offices around the world. To learn more, visit
About the Role:
The Senior Machine Learning Engineer will build and deploy NLP models, including LLMs, to understand patient-doctor conversations, identify relevant medical terminology and phrases. This information will be used to build ML-based services and applications that will enable doctors and clinicians to be more efficient and to recommend actions on how to improve patient health.
Responsibilities:
Build NLP models using audio clips, transcriptions, patient responses, notesDesigning, development and deployment of custom LLMsImprove processes and tools to generate ground truth for building modelsDeploy models in production at scaleBuild ML pipelines to automate model serving stepsWork with product team to brainstorm new areas for AI within our product capabilitiesProvide feedback to UX team to change our application workflow to improve AI accuracy Requirements:MS in computer science or data science (or related field); PhD in NLP preferred5+ years experience with MLOps and deploying ML models in production environmentsDemonstrated experience with LLMs, both prompt design and fine-tuningDemonstrated 5+ years experience training variety of NLP modelsDemonstrated experience using TensorFlow, PyTorch, Sagemaker, Vertex AI, or related platformsDemonstrated experience with LLM fine-tuning, RAG, model distillation, reinforcement learningBonus for Spark, Kubeflow, Apache Beam development experienceExperience with training Automatic Speech Recognition (ASR) is a plusExperience with Electronic Health Records (EHR) is a plusStrong written and verbal communication skillsExperience architecting and building RESTful servicesAbility to learn, evaluate and adopt new technologiesAugmedix is an equal opportunity employer. We are committed to providing equal employment opportunities regardless of sex, gender identity, race, religious creed, color, ancestry, age, disability, marital status, sexual orientation including being transgender and/or any other protected bases.-
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