Data Scientist

Company:
Location: Remote

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Vori Health is on a mission to empower humanity to lead their healthiest life. We believe that great health holds the keys to unlocking personal potential. Our goal is to deliver high-value virtual and in-person care that enables a path to better health. Our human-centered approach, starting with musculoskeletal care, combines innovations in technology and timely communication with integrated care teams designed to cultivate a community of support which ultimately provides the most effective setting for both restorative and preventative healthcare.


About You

  • You are highly analytical with a knack for analysis, math and statistics

  • You’ve got critical thinking and problem-solving skills which are essential for interpreting data

  • You have a passion for machine-learning and research!


About the Role

We are looking for a Data Scientist to join our team and analyze large amounts of raw information to find patterns that will help improve our organization. We will rely on your talent and expertise to build data products to extract valuable business insights.


Responsibilities

  • Build pragmatic, scalable and rigorous ML and AI solutions that enables data driven improvements for healthcare businesses projects such as AI/Virtual coaching, Clinical Decision Support, customer intent models, etc.

  • Use deep learning, machine learning and analytical techniques to create scalable solutions to address healthcare needs

  • Deliver effective business solutions from ideation to QA and deployment

  • Work collaboratively with colleagues to define problem statements, collect data and define solution approaches

  • Build and maintain ML models, experiments, and forecasting analytics.

  • Leverage Python, Hadoop, Spark and similar Big Data frameworks to deliver efficient analytics

  • Communicate clearly the methods, impact and processes you have taken with clients and other stakeholders


Qualifications

  • Masters or Ph.D. degree in a STEM field (e.g. Computer Science, Engineering, Physics, Mathematics, Statistics, Economics, or related field);

  • 3 to 5 years of industry experience solving analytical problems using ML approaches;

  • Experience performing data extraction, data cleaning, exploratory data analysis and sharing results over medium to large datasets;

  • Strong Python or R, and SQL skills;

  • Experience with one or more of Scikits-learn, Tensorflow, Keras, Theano or Pytorch;

  • Excellent analytical skills to self-assess robustness and performance of machine learning models;

  • Experience in Agile delivery methodologies

  • Good communication skills to explain insights and methods;

  • Experience with Big Data systems and frameworks (Hadoop, AWS, GCP, Spark, etc) is a plus

  • Enjoy learning new data science methods and technologies

  • Strong attention to detail


Bonus Qualifications

  • Strong understanding of a relevant healthcare area - bioinformatics, hospital data systems, population health or other related area

  • Track record scoping, designing and delivering ML healthcare projects through to production

  • Strong working connaissance of deep learning, machine learning and statistics

  • Hands-on experience building models with deep learning frameworks such as MXNet, TensorFlow, Caffe, or similar

  • Experience of building effective solution architectures

  • Experience hiring or mentoring more junior colleagues

  • Strong communication and data presentation skills

  • The motivation to achieve results in a fast-paced environment

  • Comfortable working in a fast paced, highly collaborative, dynamic work environment

  • Fluency in at least one other language


Benefits

  • Take part in the creation of a better way to solve a critical healthcare need and join a dynamic, cutting-edge team

  • Flexible schedule & paid vacation

  • A great office and working remote options from your home or cabin or beach!

  • Social events for the simple pleasure of getting to know each other better.

  • Training and conference attendance support

  • Medical, dental, & vision benefits

  • Group RRSP matching % after 6 months

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