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Dandelion Health Inc
This job is no longer accepting applications
See open jobs at Dandelion Health Inc.See open jobs similar to "Data Scientist" Primary Venture Partners.Data Scientist
New York or Remote / Full-Time / Early to Mid-Career / Immediate Start
Resumes, questions, and requests for assistance or an accommodation due to a disability may be directed to Dandelion’s Director of Clinical Informatics, mara@dandelionhealth.ai.
References are required.
Salary Range: $110K - $130K + equity (negotiable)
Our Team
Dandelion Health was founded in 2020 by experts in health tech, hospital systems, academia, and clinical AI. We are building the world’s largest AI training and validation platform. Today, we pride ourselves on our ability to make data access as easy as possible for AI developers, while raising the bar for patient safety and data quality. Tomorrow, we will be the place where any AI developer can go to build a responsible clinical AI product. Our culture is all about learning from data and improving, so we can help our clients improve health through AI. Meet the rest of our team here.
Our Data and Cloud Stack
We partner with health systems to safely and ethically make their de-identified patient data available to AI developers. Currently the data is acquired from Sharp HealthCare and Sanford Health in the United States – with three additional U.S. health systems joining soon.
We have clinical data dating back to July 1, 2016. This data represents over 10 million patients and includes but is not limited to:
We are an AWS and Python shop. Our clients, partners, and other internal teams may work with other languages and platforms from time to time (e.g., R, MATLAB, GCP, Azure).
Your Role
You work directly with the Director of Clinical Informatics and Head of Engineering to help (i) build the de-identification and ELT pipeline for multimodal clinical data, from our hospital partners’ source systems to our AWS environment; and (ii) create AI-ready datasets for our clients in our AWS environment. This will involve working across the organization with both engineers and clinical scientists to build our own clean, reproducible code base. Your team’s ultimate goal is to deliver the highest-quality data products possible to our clients, who are AI developers building products that improve patient health.
You have extremely high levels of attention to detail, because you understand that the quality of AI algorithms follows directly from the quality of the datasets on which they are trained; and that seemingly innocuous errors in underlying datasets can propagate into massive problems in the training and validation of algorithms.
As a result, you are not afraid to dig into massive, confusing, disorganized new datasets and get them under control. You are excited to learn new environments, languages, and skills. This is a small, early stage company with enormous ambitions and everyone pitches in to do everything.
You are a great data scientist in terms of technical skills (clinical data and programming). You also have a strong ability to identify and foresee issues, proactively map out solutions and scenarios, communicate your ideas and plans to all levels of the organization, and document and share your learnings.
Technology Experiences and Skills
We don’t expect anyone to have all of the following skills or experiences, but we do seek candidates who are interested in growing their skill sets and working with health care data and all its glorious complexity. The Data Team works closely with our Growth and Engineering Teams to put our work into production and meet client needs.
Required Skills
Nice to have skills and tools that we like
Note that familiarity with machine learning model development and deployment is not required for this position, but familiarity with high level ML concepts is a plus.
Potential Work Examples
Nature of our work
Our work is fast paced and iterative. We are growing, and we want to support our team members to grow in their skills as well. We are building a team that approaches problems with a diversity of perspectives, values experimentation, and refines our approach based on that experimentation. We work with the full spectrum of healthcare data from tabular data, videos, images, waveforms, etc. If a health system collects it, we might work with it!
If this looks like a partial fit, please reach out. We would love to share more about the work we do for you to understand if it would be a good fit for you.
There is occasional travel for in-person company working days on roughly a quarterly basis.
Team Benefits
This job is no longer accepting applications
See open jobs at Dandelion Health Inc.See open jobs similar to "Data Scientist" Primary Venture Partners.