Senior Data Scientist

2 months ago

Noida, India Innovaccer Full time

YOUR ROLE

The technology that once promised to simplify patient care has brought more issues than anyone ever anticipated. At Innovaccer, we defeat this beast by making full use of all the data Healthcare has worked so hard to collect, and replacing long-standing problems with ideal solutions.

Data is our bread and butter for innovation. We are looking for a Senior Data Scientist who understands healthcare data and can leverage the data to build algorithms to personalize treatments based on the clinical and behavioral history of patients. We are looking for a superstar who will define and build the next generation of predictive analytics tools in healthcare.


THE THINGS YOU’LL BE DOING

  • Design and lead the development of various artificial intelligence initiatives to help improve health and wellness of patients
  • Work with the business leaders and customers to understand their pain-points and build large-scale solutions for them.
  • Define technical architecture to productize Innovaccer’s machine-learning algorithms and take them to market with partnerships with different organizations
  • Proven ability to break down complex business problems into machine learning problems and design solution workflows.
  • Work with our data platform and applications team to help them successfully integrate the data science capability or algorithms in their product/workflows.
  • Work with development teams to build tools for repeatable data tasks that will accelerate and automate development cycle.
  • Define and execute on the quarterly roadmap


WHAT LANDS YOU THIS ROLE

  • Masters in Computer Science, Computer Engineering or other relevant fields (PhD Preferred)
  • 3-4 years of experience in Data Science (healthcare experience will be a plus)
  • Strong written and spoken communication skills
  • Strong hands-on experience in Python - building enterprise applications alongwith optimization techniques.
  • Deep understanding of classical ML techniques - Random Forests, SVM, Boosting, Bagging - and building training and evaluation pipelines.
  • Experience in ML Frameworks like XgBoost, Scikit-Learn, Pycaret
  • Demonstrate experience with global and local model explainability using LIME, SHAP and associated techniques.
  • Hands on experience with at least one ML platform among Databricks, Azure ML, Sagemaker s
  • Experience in developing and deploying production ready models
  • Knowledge of implementing an MLOps framework.
  • Experience with deep learning frameworks like Pytorch, Tensorflow will be a big plus.
  • Possess a customer-focused attitude through conversations and documentation

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