Staff Applied Machine Learning Scientist at Livongo Health
Mountain View, CA, US
Data Science at Livongo:
The mission of the Livongo Data Science team is to use data and machine learning to improve the care that we can provide to our members with diabetes and other chronic diseases.
These are some of the most important parts of the team’s charter:
- Building personalization algorithms to power product experiences
- Modeling behavior to quantify and improve health outcomesUnderstanding and visualizing user behavior to improve product design
- Building and sharing trusted reports and dashboards to drive decisions
- Owning experimentation methodology and practice
- Data sleuthing and analysis
What You Will Do
This will be one of the most senior/influential roles at the company. You will lead the work on machine learning, statistical modeling and data engineering to enable people with chronic health conditions to live better using data-driven recommendations to manage their health. You will also have a central role in data infrastructure technology for analytics/experimentation and other critical needs. Day-to-day you will work with Scala, Python/Tensorflow/Keras, R, SQL(Redshift) and other technologies to build models, pipelines and data products. You will collaborate closely with other engineers, PMs, DSs, and clinical researchers to build products that help people live better lives.
You care about people:
You have fundamental respect for all people
You want to use data to make people's lives better
You care deeply about protecting people’s privacy
You are great at:
Analyzing data using Hadoop / Spark / SQL; you have world-class depth in one
Building ML products
Designing and building useful, maintainable code
Balancing delivery now with incremental cleanup and refactoring along the way
Sharing your work in multiple waysLeading and prioritizing projects
Spotting opportunities and proposing new important work
Transforming complicated problems into simpler, tractable ones
Making those around you better
You are excited about:
Building real-world products using modern reinforcement learning
Who You Are
You have deep experience with solving the most challenging data science and data engineering problems in the world. You like to have impact by building things yourself and while you have been offered senior leadership positions in your career (and maybe accepted them) you always gravitate back to being an individual contributor. You might have an Masters or PhD in a technical area, but it is entirely possible that you have gotten where you are other ways such as building important open-source technologies and companies.
Livongo Health is on a mission to change how healthcare is delivered to people with chronic conditions around the world, starting with diabetes in the US.
We are creating a smart data cloud capable of collecting and processing millions of data points from wearable devices, EHRs, and our cellular-connected blood glucose meters. We are also building delightful web and mobile front-end apps to provide consumers with intelligent workflows and visualizations to manage their chronic conditions effectively.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
We are serious about diversity: We do not hire in the traditional Silicon Valley way and we don’t just talk about diversity. Our hiring process is designed to achieve it because it is a core value and an important goal. The Data Science team actively wants people from all backgrounds to apply and we just don’t hire without a diversity of applicants across many dimensions.
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