Senior Algorithm / Machine Learning Engineer
Software – Algorithms & Data Science
Collected at 25 hertz, 24/7, Jawbone Health's user data is meaningful at many scales: fractions of seconds to decipher patterns in movement and sleep; minutes and hours to construct the events that make up a user's day; weeks and months to describe the habits of individuals, communities and the world. UP data is a massive and incredibly rich source of potentially predictive information. The algorithms team is tasked with applying machine learning and statistical analysis techniques to construct predictive models using that amazingly rich (and ever growing) source of data.
Given a predictive modeling problem and a set of business constraints, select the most appropriate machine learning technique to apply to the problem
Design and implement libraries of predictive features for a variety of machine learning tasks
Develop tools and methodologies for identifying an optimal set of predictive features subject to a variety of memory and CPU constraints
Work with business owners to map business requirements into technical solutions
Perform ad hoc statistical, data mining, and machine learning analyses
Experience with a high-level statistical modeling tool such as R or Matlab
Solid understand of the theory and practice of machine learning algorithms, including deep learning and ensemble techniques
Strong software development skills in Python or C
Experience developing and implementing predictive models in a product development environment
Experience with statistical error estimation techniques such as cross-validation and the bootstrap
Additional Desired Skills and Qualifications:
M.S. in statistics, electrical engineering, or computer science (Ph.D. strongly preferred)
Minimum of five years experience applying machine learning techniques to real business problems
High intellect and ability to solve extremely challenging predictive modeling problems applied to a variety of different domains
Ability to work independently with minimal supervision
Motivated by continuous learning and development, dedicated to delivering exceptional solutions
Excellent interpersonal, written, and verbal communication skills
Why Jawbone Health?
Jawbone Health is at the forefront of revolutionizing primary care for millions of patients worldwide. Combining more than 20 years of proprietary wearable technology with clinically relevant signals, Jawbone Health connects patients and physicians like never before with continuous, data-driven dialogue. This unique position of daily directed guidance stands to redefine primary care, while helping people live happier, healthier and longer.
We’re looking for smart, passionate people who care about exacting design to help users achieve their health goals. Because of our size and focus, everyone shares real impact on the decisions we make. We’re striving to create a different kind of company—one where people are the priority and the future is the focus.