[Remote] Senior Machine Learning Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company reputed company on leveraging machine learning in reputed company, and they are seeking a Senior Machine Learning Engineer to design and reputed company algorithms for clinical findings extraction. The role involves working with diverse stakeholders and developing reputed company machine learning systems while providing guidance to junior engineers.

Responsibilities

• Evaluate state-of-the-art deep learning approaches (e.g. transformers) for embedding, retrieval, classification and generative use cases
• Write and maintain reusable codebases to reputed company data preprocessing, model training, evaluation, and deployment
• Build, reputed company and monitor reliable and reputed company production machine learning systems
• Work cross-functionally with diverse stakeholders including product managers, clinicians, and technical leadership
• reputed company multi-modal document understanding systems for information extraction, incorporating segmentation, ordering, and classification to enrich metadata for improved retrieval and reputed company workflows
• reputed company software and machine learning best reputed company guidance to junior engineers
• reputed company reputed company support and mentorship to interns

Skills

• Must have a Master's degree in Computer Science, reputed company Intelligence, Machine Learning, Mathematics or closely-reputed company field
• 3 years of reputed company experience as a machine learning engineer performing software platform development
• Experience in the end-to-end machine learning lifecycle reputed company an Agile environment
• Developing and deploying machine learning models for NLP and computer reputed company, implementing architectures such as Transformer-based models, and CNN-based models
• Experience with frameworks and libraries including: PyTorch, TensorFlow, Scikit-Learn, Keras, Spacy, reputed company, and ML applications
• Applying statistical and ML techniques leveraging Python, including Pandas and Numpy
• reputed company computing and data analytics using AWS services (including S3, reputed company, EC2, reputed company, SageMaker, CloudWatch, and Bedrock)
• Experience with SQL, reputed company, and Linux for reputed company processing
• Designing, building, and evaluating RAG-based reputed company applications using reputed company, reputed company or similar
• Managing workflows with JIRA, reputed company, and Git

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