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Engineering at Innovaccer
With every line of code, we accelerate our customers' success, turning complex challenges into innovative solutions. Collaboratively, we transform each data point we gather into valuable insights for our customers. Join us and be part of a team that's turning dreams of better healthcare into reality, one line of code at a time. Together, we’re shaping the future and making a meaningful impact on the world.
About the 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 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
We offer competitive benefits to set you up for success in and outside of work.
Here’s What We Offer
- Generous Leave Benefits: Enjoy generous leave benefits of up to 40 days.
- Parental Leave: Experience one of the industry's 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? We've 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 you're 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 child's well-being first. *India offices
Where and how we work
Our Noida office is situated in a posh techspace, equipped with various amenities to support our work environment. Here, we follow a five-day work schedule, allowing us to efficiently carry out our tasks and collaborate effectively within our team.
Innovaccer is an equal opportunity employer. We celebrate diversity, and we are committed to fostering an inclusive and diverse workplace where all employees, regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, marital status, or veteran status, feel valued and empowered.
Disclaimer: Innovaccer does not charge fees or require payment from individuals or agencies for securing employment with us. We do not guarantee job spots or engage in any financial transactions related to employment. If you encounter any posts or requests asking for payment or personal information, we strongly advise you to report them immediately to our HR department at [email protected]. Additionally, please exercise caution and verify the authenticity of any requests before disclosing personal and confidential information, including bank account details.
About Innovaccer
Innovaccer activates the flow of healthcare data, empowering providers, payers, and government organizations to deliver intelligent and connected experiences that advance health outcomes. The Healthcare Intelligence Cloud equips every stakeholder in the patient journey to turn fragmented data into proactive, coordinated actions that elevate the quality of care and drive operational performance. Leading healthcare organizations like CommonSpirit Health, Atlantic Health, and Banner Health trust Innovaccer to integrate a system of intelligence into their existing infrastructure— extending the human touch in healthcare. For more information, visit www.innovaccer.com.
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Top Skills
What We Do
Innovaccer Inc is a leading healthcare data activation platform company focused on delivering more efficient and effective healthcare through the use of pioneering analytics and transparent, clean, and accurate data. Innvoaccer’s aim is to simplify complex data from all points of care, streamline the information, and help organizations make powerful decisions and realize strategic goals based on key insights and predictions from their data. Its products have been deployed across more than 500 locations with over 10,000 providers leveraging it at institutions, governmental organizations, and several corporate enterprises such as Mercy ACO, StratiFi Health, Catalyst Health Network, Osler Health Network, and PHIX HIE. Innovaccer is based in San Francisco with offices around the United States and Asia.
