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Principal Machine Learning Scientist

San Francisco, CA, Washington, D.C., Chicago, IL, Minneapolis, MN

Join Rally Health as Principal Machine Learning Scientist. You will build healthcare machine learning models. The work that you will do at Rally will be impactful. It will help users improve health and wellness and help reduce cost of care. We will look to you for contributions to our platform, to our healthcare consumers, and to the future growth of Rally.

Initially, you will create models so that we can provide our consumers with the latest information that impacts their health on a very real and personal level.

Daily activities

  • Work with Product to identify and tune our problems that are well suited for ML.
  • Build machine learning models using supervised, and unsupervised techniques.
  • Evaluate model performance against KPIs and iterate to improve KPIs.
  • Perform ETL tasks to prepare inputs for models and make outputs consumable by other teams.
  • Review and provide applicable feedback for models build by fellow team members
  • Write production quality code, review code, build production pipelines, and identify and fix any production issues.
  • Codify reoccurring modeling patterns and automate applying existing solutions to new problems.

You Have:

Minimum Requirements

  • 3+ years working knowledge of Python/Pyspark, Tensorflow and/or Pytorch
  • 3+ years working knowledge of Spark and tuning Spark jobs performance
  • Familiar with supervised machine learning algorithms (e.g. logistic regression, tree-based models), Have solid knowledge of how to tune model performance and diagnose model issues
  • Healthcare domain knowledge
  • Master degree in Computer Science, Engineering or a related technical role or the equivalent experience

Nice to haves

  • Familiar with deep learning algorithms, e.g. representation learning, sequence models 
  • Experience building and deploying scalable machine learning models on large-scale data
  • Knowledge of feature engineering, model serialization and model cycle management as well as building machine learning pipelines
  • Experience in writing custom Spark transformer and custom Tensorflow/Pytorch model class. Familiar with data API for deep learning models (e.g. Tensorflow/Pytorch-Datasets API)
  • Identify and apply proper tools, models or state-of-art techniques to solve challenging predictive problems
  • Experience in recommendation system, ads ranking and optimization, NLP, or causal inference modeling
  • Ph.D. degree in Computer Science, Engineering or a related technical role or the equivalent experience

Rally Health™ is about putting health in the hands of the individual. With our easy-to-use online and mobile tools, we empower people by helping them take charge of their health and health care. Our culture is built on a belief of helping people live healthier lives, and we know that a diverse workforce enriches us with the talent, perspective and inspiration we need to achieve our mission. Rally knows that we are strongest when our teams reflect the diversity of the world around us, and when Rallyers can do their best work in a workplace where they feel a sense of belonging.

Our Benefits:

  • Great compensation package
  • Comprehensive benefits package for full-time employees, including medical, dental, vision coverage, stock purchase plan, and 401(k)
  • Wellness programs, including physical and mental health services
  • Flexible paid time off for full-time employees & paid leave for new parents

Rally Health believes in a policy of equal employment and opportunity for all people. It is our policy to train and promote individuals in all job titles, and administer all programs, without regard to race, color, religion, national origin or ancestry, citizenship, sex, age, marital status, pregnancy, childbirth or related medical conditions, personal appearance, sexual orientation, gender identity or expression, family responsibilities, genetic information, disability, matriculation, political affiliation, veteran status, union affiliation, or any other category protected by applicable federal, state or local laws.

Individuals with disabilities and veterans are encouraged to apply. Applicants who require an accommodation related to the application or review process should notify Talent Acquisition (recruiting@rallyhealth.com).

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

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