Principal Software Engineer- Natural Language Processing
To see similar active jobs please follow this link: Remote Development jobs
Memora Health works with leading healthcare organizations to make complex care journeys simple for patients and clinicians so that care is more accessible, actionable, and always-on. Our team is rapidly growing as we expand our programs to reach more health systems and patients, and we are excited to bring on a Staff to Principal-level Software Engineer specializing in Natural Language Processing.
In this role, you will have the critical responsibility of driving the enhancement and evolution of Memora’s conversational AI product that understands, triages, and responds to incoming patient messages. The ideal candidate will be able to enhance and evolve Memora’s NLP product and help drive strategy and thought leadership across the company around conversational AI industry trends. Additionally, this role will work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions. Ideal candidates will be driven not only by the problem we are solving but also by the innovative approach and technology that we are applying to healthcare - looking to make a significant impact on healthcare delivery. We’re looking for someone with exceptional curiosity and enthusiasm for solving hard problems.
Primary Responsibilities:
Enhance and evolve Memora’s NLP product architecture and implementation, including our patient message understanding pipeline, data collection, and patient feedback processes
Work with a unique dataset of 100M+ patient interactions, structured conversations, and natural / unstructured data sources
Keep current with SOTA conversational AI models and emerging architectures for LLM applications
Help drive strategy and thought leadership across the company around conversational AI industry trends
Develop models to solve conversational AI problems within our pipeline and work with backend and TechOps engineers to integrate and deploy the models into production
Work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions
Work with product managers, UX designers, and full-stack engineers to build tools for data labeling, content maintenance, etc.
Promote product development best practices, supportability, and code quality, both through leading by example and through mentoring other software engineers
Qualifications (Required):
10+ years experience in shipping enterprise-grade software products
Experience leading complex projects from start to finish and across multiple release cycles, including conceptualization, product integration, deployment, monitoring, and upgrade
Proficient in at least one ML framework (TensorFlow, PyTorch, etc)
Experience in building and deploying modern Deep Learning and NLP models into production
Ability to write readable and maintainable Python code
Experience with at least one Python web framework - Flask (preferred), Django, FastAPI
Ability to collaborate with Product Management to clarify requirements, scope work, and drive product deliverables
Excels in mentoring junior engineers
B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience
Qualifications (Bonus):
Experience with Node.js and TypeScript
Experience with Docker and Kubernetes
Experience in healthcare
Experience working at a startup
What You Get:
An opportunity to work on a rapidly scaling care delivery platform, engaging thousands of patients and care team members and growing 2-3x annually
Enter a highly collaborative environment and work on the fun challenges of scaling a high-growth startup
Work alongside world-class clinical, operational, and technical teams to build and scale Memora
Shape how leading health systems and plans think about modernizing the care delivery experience for their patients and care teams
Improve the way care is delivered for hundreds of thousands of patients
Gain deep expertise about healthcare transformation and direct customer exposure with the country’s most innovative health systems and plans
Ownership over your success and the ability to significantly impact the growth of our company
Competitive salary and equity compensation with benefits including health, dental, and vision coverage, flexible work hours, paid maternity/paternity leave, bi-annual retreats, Macbook, and a 401(k) plan
About the job
Principal Software Engineer- Natural Language Processing
To see similar active jobs please follow this link: Remote Development jobs
Memora Health works with leading healthcare organizations to make complex care journeys simple for patients and clinicians so that care is more accessible, actionable, and always-on. Our team is rapidly growing as we expand our programs to reach more health systems and patients, and we are excited to bring on a Staff to Principal-level Software Engineer specializing in Natural Language Processing.
In this role, you will have the critical responsibility of driving the enhancement and evolution of Memora’s conversational AI product that understands, triages, and responds to incoming patient messages. The ideal candidate will be able to enhance and evolve Memora’s NLP product and help drive strategy and thought leadership across the company around conversational AI industry trends. Additionally, this role will work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions. Ideal candidates will be driven not only by the problem we are solving but also by the innovative approach and technology that we are applying to healthcare - looking to make a significant impact on healthcare delivery. We’re looking for someone with exceptional curiosity and enthusiasm for solving hard problems.
Primary Responsibilities:
Enhance and evolve Memora’s NLP product architecture and implementation, including our patient message understanding pipeline, data collection, and patient feedback processes
Work with a unique dataset of 100M+ patient interactions, structured conversations, and natural / unstructured data sources
Keep current with SOTA conversational AI models and emerging architectures for LLM applications
Help drive strategy and thought leadership across the company around conversational AI industry trends
Develop models to solve conversational AI problems within our pipeline and work with backend and TechOps engineers to integrate and deploy the models into production
Work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions
Work with product managers, UX designers, and full-stack engineers to build tools for data labeling, content maintenance, etc.
Promote product development best practices, supportability, and code quality, both through leading by example and through mentoring other software engineers
Qualifications (Required):
10+ years experience in shipping enterprise-grade software products
Experience leading complex projects from start to finish and across multiple release cycles, including conceptualization, product integration, deployment, monitoring, and upgrade
Proficient in at least one ML framework (TensorFlow, PyTorch, etc)
Experience in building and deploying modern Deep Learning and NLP models into production
Ability to write readable and maintainable Python code
Experience with at least one Python web framework - Flask (preferred), Django, FastAPI
Ability to collaborate with Product Management to clarify requirements, scope work, and drive product deliverables
Excels in mentoring junior engineers
B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience
Qualifications (Bonus):
Experience with Node.js and TypeScript
Experience with Docker and Kubernetes
Experience in healthcare
Experience working at a startup
What You Get:
An opportunity to work on a rapidly scaling care delivery platform, engaging thousands of patients and care team members and growing 2-3x annually
Enter a highly collaborative environment and work on the fun challenges of scaling a high-growth startup
Work alongside world-class clinical, operational, and technical teams to build and scale Memora
Shape how leading health systems and plans think about modernizing the care delivery experience for their patients and care teams
Improve the way care is delivered for hundreds of thousands of patients
Gain deep expertise about healthcare transformation and direct customer exposure with the country’s most innovative health systems and plans
Ownership over your success and the ability to significantly impact the growth of our company
Competitive salary and equity compensation with benefits including health, dental, and vision coverage, flexible work hours, paid maternity/paternity leave, bi-annual retreats, Macbook, and a 401(k) plan