[Remote] Senior Machine Learning Engineer

Note: The job is a remote job and is open to candidates in USA. Cohere Health is a company focused on leveraging machine learning in healthcare, and they are seeking a Senior Machine Learning Engineer to design and deploy algorithms for clinical findings extraction. The role involves working with diverse stakeholders and developing scalable machine learning systems while providing guidance to junior engineers.ResponsibilitiesEvaluate state-of-the-art deep learning approaches (e.g. transformers) for embedding, retrieval, classification and generative use casesWrite and maintain reusable codebases to perform data preprocessing, model training, evaluation, and deploymentBuild, deploy and monitor reliable and scalable production machine learning systemsWork cross-functionally with diverse stakeholders including product managers, clinicians, and technical leadershipDevelop multi-modal document understanding systems for information extraction, incorporating segmentation, ordering, and classification to enrich metadata for improved retrieval and generation workflowsProvide software and machine learning best practice guidance to junior engineersProvide onboarding support and mentorship to internsSkillsMust have a Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Mathematics or closely-related field3 years of professional experience as a machine learning engineer performing software platform developmentExperience in the end-to-end machine learning lifecycle within an Agile environmentDeveloping and deploying machine learning models for NLP and computer vision, implementing architectures such as Transformer-based models, and CNN-based modelsExperience with frameworks and libraries including: PyTorch, TensorFlow, Scikit-Learn, Keras, Spacy, Hugging Face, and ML applicationsApplying statistical and ML techniques leveraging Python, including Pandas and NumpyCloud computing and data analytics using AWS services (including S3, Athena, EC2, Lambda, SageMaker, CloudWatch, and Bedrock)Experience with SQL, Docker, and Linux for scalable processingDesigning, building, and evaluating RAG-based Generative AI applications using LangChain, LlamaIndex or similarManaging workflows with JIRA, Confluence, and GitCompany OverviewCohere Health is a SaaS company that focuses on improving the efficiency and effectiveness of healthcare delivery. It was founded in 2019, and is headquartered in Boston, Massachusetts, USA, with a workforce of 501-1000 employees. Its website is https://coherehealth.com.