Staff Software Engineer, AI, ClosedLoop
Healthcare's data science platform
Open for applications
Healthcare's data science platform
21-100 employees
Open for applications
21-100 employees
Company mission
To improve health and transform care with data science and AI.
Role
Who you are
- 8+ years in software development experience, most of which is in engineering or in an equivalent technical role
- 1+ years experience building product capabilities rooted in LLMs and NLP techniques
- 5+ years of experience building with Python-based machine learning frameworks such as scikit-learn, TensorFlow/PyTorch, Hugging Face, nltk etc
- 2+ years of experience developing, testing, debugging and shipping Python-based software
- Experience in bridging the gap between ML development practices and standard product development practices
- Experience bringing algorithms developed by the Data Science team to production
- Experience partnering with Product, Engineering, and leadership teams on product roadmapping
- Experience in mentoring and building a sustainable engineering culture
- Prior experience with NLP techniques like topic modeling, entity extraction, bringing structure to LLM behavior
Desirable
- Prior experience in testing machine learning systems, particularly in evaluating and monitoring quality of natural language models, LLMs and chat systems
- Prior experience in healthcare or in working with healthcare data
- Prior experience building consumer chat applications
- Prior experience with time series modeling and forecasting, and/or supervised ML
- AI research experience, machine learning or data science experience
- Full-stack development experience
What the job involves
- We are hiring an experienced Staff Software Engineer, AI to be a key owner of our AI and LLM initiatives in our new GenAI product line
- Bring AI features from proof-of-concept all the way to production
- Lead development of our frameworks for offline and real time AI quality evaluation
- Contribute to AI thought leadership in the Engineering organization
- Partner closely with Engineering and Product leadership on technical strategy and product roadmap
- Bring and implement best-in-class software development practices across the product and engineering organizations including but not limited to: code review, CI/CD and test automation, system scalability and performance, Data Science quality controls and version management
- Drive deliverables with ownership of identifying risks, mitigating them and providing suggestions for alternative routes when appropriate
- Participate in code reviews and work as part of the team to make the whole group more efficient and productive
- Stay up to date on the latest technologies and research which can add value to our product offering
- Investigate potential errors and alerts in our platform and address outages in a timely manner to support SLA requirements
Our take
Year on year, healthcare data grows exponentially, but the majority of hospitals have no data governance or analytics strategies in place. ClosedLoop was founded to enable healthcare organizations to effectively leverage data science, allowing them to improve patient outcomes and reduce costs.
ClosedLoop's platform provides off-the-shelf AI models and automation workflows that improve clinical documentation, and reduce preventable re-hospitalizations. CloseLoop has maintained a strong focus on transparency, ensuring that its platform is explainable to physicians, and could address potential sources of bias.
ClosedLoop has raised significant funding towards accelerating R&D, expanding operations, and marketing its services. The company's focus on transparent and explainable algorithms allowed it to find success in the CMS AI challenge in 2021, winning out against competition from the likes of IBM, Mayo Clinic, and Geisinger. It has since won several additional awards as ClosedLoop pioneers positive change in the industry.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 3 rounds)
Apr 2022
$1m
GRANT
Aug 2021
$34m
SERIES B
Total funding: $46m
Company benefits
- Competitive salary
- Equity
- 100% company-paid health insurance for medical, dental, and vision for employees and their families
- HSA & FSA options
- Short & long-term disability
- Life insurance
- 401k plan
- Flexible PTO
- Parental leave
- Remote work
Company HQ
South River City, Austin, TX
Articles
Leadership
Andrew Eye
(CEO)Worked as a Senior Software Architect at NASA and the US Marine Corps. Founded Boxer, Inc., and then served as VP Strategy at VMware.
Dave DeCaprio
(CTO)Was Chief Architect at i2 Technologies. Worked as an Associate Director at the Broad Institute, and VP Engineering at GNS Healthcare.
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