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NLP Engineer



Software Engineering, (Data & Analytics), (Engineering), (Artificial Intelligence)
Posted on Thursday, February 3, 2022
<section><div><b>About Augmedix:</b></div> <div><br></div> <div>Augmedix (Nasdaq: AUGX) delivers industry-leading, ambient medical documentation and data solutions to healthcare systems, physician practices, hospitals, and telemedicine practitioners. </div> <div><br></div> <div>Augmedix is on a mission to help clinicians and patients form a human connection at the point of care without the intrusion of technology. Augmedix’s solutions extract data from natural physician-patient conversations and convert it to medical notes in real time, which are seamlessly transferred to the EHR. To achieve this, the company’s Ambient Automation Platform uses Automated Speech Recognition and Natural Language Processing, supported by medical documentation specialists. </div> <div><br></div> <div>Leveraging this platform, Augmedix’s solutions relieve clinicians of administrative burden, in turn, reducing burnout and increasing both clinician and patient satisfaction. Augmedix is also leading the revolution in leveraging point-of-care data by making connections between millions of physician-patient interactions and analyzing them to deliver actionable insights that elevate patient care.</div> <div><br></div> <div> <b>About the Role:</b><span> </span> </div> <div><br></div> <div>The NLP Engineer will build and deploy NLP models 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. </div></section><section><h3>Responsibilities:</h3> <ul> <li>Build NLP models using audio clips, transcriptions, patient responses, notes.</li> <li>Improve processes and tools to generate ground truth for building models.</li> <li>Deploy models in production at scale.</li> <li>Build ML pipelines to automate model serving steps.</li> <li>Work with product team to brainstorm new areas for AI within our product capabilities.</li> <li>Work with UX team to change our application UI to improve AI accuracy.</li> </ul></section><section><h3>Requirements:</h3> <ul> <li>2+ years experience building NLP models (must have NLP experience).</li> <li>2+ years experience deploying ML models in production environments.</li> <li>3+ years experience developing enterprise software.</li> <li>Must have demonstrated experience using TensorFlow, PyTorch, Sagemaker, Vertex AI, or related platforms.</li> <li>Bonus for Spark, Kubeflow, Apache Beam development experience.</li> <li>MS. in computer science or data science (or related field). </li> <li>Strong written and verbal communication skills.</li> <li>Experience architecting and building RESTful services.</li> <li>Ability to learn, evaluate and adopt new technologies.</li> </ul></section><section><div>Augmedix 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.</div></section>
Augmedix is an equal opportunity employer.
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