Principal Software Engineer, Memora Health
Natural Language Processing
$200-240k
Automating complex care delivery
Job no longer available
Automating complex care delivery
101-200 employees
Job no longer available
$200-240k
101-200 employees
Company mission
To make complex care journeys simple for patients and clinicians.
Role
Who you are
- 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.
- 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
- 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
What the job involves
- 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.
- Additionally, this role will work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions.
- 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
Our take
Memora builds healthcare software to automate patient aftercare using an AI-driven virtual assistant. Once discharged, patients respond to questions and are given instructions on managing their health in between face-to-face consultations.
More than $4 trillion is spent on healthcare in the U.S every year, and big data has the power to disrupt this industry by making it more effective and outcome-driven. Communication between healthcare providers and patients is a crucial part of the healthcare journey. The Memora AI system can answer common questions and also identify when a patient needs human intervention.
While there are many other players that offer AI systems and messaging systems for healthcare providers -including Babylon Health, Buoy, and Curai - Memora has established itself as a strong competitor. The company has digitized clinical workflows of several leading healthcare organizations, partnering with the Mayo Clinic, Penn Medicine, and Edward Elmhurst Health.
Memora has recently expanded its offering to include maternal care and, with the help of several specialists in the field, is developing a postpartum management program. The well-backed company is focused on accelerating growth as it expands operations and its business reach.
Steph
Company Specialist at Welcome to the Jungle
Insights
24% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Apr 2023
$30m
EARLY VC
Feb 2022
$40m
EARLY VC
Total funding: $80.8m
Company benefits
- Dental & vision cover
- Equity
- Flexible work hours
- Maternity/ paternity leave
- 401(k) plan
- Personal Macbook
- Biannual retreat
- Fully Remote
- Health insurance
Company HQ
SoMa, San Francisco, CA
Leadership
Kunaal Naik
(Co-founder & CTO)Former Software Engineer at Facebook and Google. BSc in Computer Science at Georgia Institute of Technology.
Manav Sevak
(Co-founder & CEO)Former Researcher at Broad Institute of MIT and Harvard, Georgia Institute of Technology, Harvard School of Public Health and Arizona State University. BSc in Biochemistry at Georgia Institute of Technology.
Nisarg Patel
(Co-founder)Resident Surgeon at UCSF Medical Centre. Former Investment Associate at Bessemer Venture Partners and research Scientist at MIT and Broad Institute of MIT and Harvard. DmD from Harvard Medical School.
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