Data Scientist

1 week ago

Noida, Uttar Pradesh, 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.


A Day in the Life

  • 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 painpoints and build largescale solutions for them.
  • Define technical architecture to productize Innovaccer's machinelearning 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 development teams to build tools for repeatable data tasks that will accelerate and automate development cycle.
  • Define and execute on the quarterly roadmap

What You Need

  • Masters in Computer Science, Computer Engineering or other relevant fields (PhD Preferred)
  • 2+ years of experience in Data Science (healthcare experience will be a plus)
  • Strong written and spoken communication skills
  • 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 customerfocused attitude through conversations and documentation

What We Offer:

-
Rewards and Recognition: Feeling like you're outperforming on your projects? Get recognition for your dedicated efforts and demonstrated work ethic.
-
Health Insurance and Mental Well-being: We offer health benefits and insurance to you and your family for hospital-related expenses pertaining to any illness, disease, or injury. We also have Employee Assistance Programs (EAPs) to give you 24X7 access to certified therapists and psychologists.
-
Sabbatical Leave Policy: Do you want to focus on skill development, pursue an academic career, or just reset? We've got you covered.
-
Open Floor Plan: Cubicles are a thing of the past and to modernize our office space, we have open floor sittings at every office location. Share ideas with your peers and bond better in an open floor office where there are no barriers and you are inspired to be creative.
-
Paternity and Maternity Leave: Enjoy the industry's best parental leave policy to welcome your bundle of joy and enjoy quality time with them.
-
Paid Time Off: Maintain a healthy work-life balance and take time off from work to focus on your well-being and big life moments.

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