Job Description

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 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. Stay updated on advancements in AI/ML technologies and apply them to enhance existing systems. What You Need Preferably Masters in Computer Science, Computer Engineering or other relevant fields (PhD Preferred) 5+ years of experience in Data Science (healthcare experience will be a plus) Has proven experience in statistical and classical machine learning techniques and possess a customer-focused attitude through conversations and documentation Strong hands-on experience in Python - building enterprise applications along with optimization techniques. Proficiency in crafting and optimizing SQL queries [Experience with Snowflake preferred] Should have hands-on experience with deep learning frameworks. Pytorch HuggingFace transformers Deep experience in classical and new age NLP techniques - must have either trained or fine tuned a transformer architecture from scratch. [Experience with T5 preferred] Understanding new age fine tuning techniques like PEFT [experience with LoRA and QLoRA preferred] Has worked on distributed GPU training architectures Demonstrate experience with global and local model explainability using LIME, SHAP and associated techniques. Hands on experience with at least one ML platform from amongst Databricks, Azure ML, Sagemaker Good to have - Hands on experience in API frameworks leveraging their capabilities for developing robust web applications. [Experience with either FastAPI or Django preferred] Good to have - Comfortable with AWS cloud technologies Here s What We Offer Generous Leave Benefits: Enjoy generous leave benefits of up to 40 days. Parental Leave: Experience one of the industrys best parental leave policies to spend time with your new addition. Sabbatical Leave Policy: Want to focus on skill development, pursue an academic career, or just take a break? Weve got you covered. Health Insurance: We offer health benefits and insurance to you and your family for medically related expenses related to illness, disease, or injury. Pet-Friendly Office*: Spend more time with your treasured friends, even when youre away from home. Bring your furry friends with you to the office and let your colleagues become their friends, too. *Noida office only Creche Facility for children*: Say goodbye to worries and hello to a convenient and reliable creche facility that puts your childs well-being first. *India offices