Senior Data Scientist AIML
Senior Data Scientist AIML
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Job Description
Hello! Youve landed on this page which means youre interested in working with us. Lets take a sneak peek at what its like to work at Innovaccer.
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 thats turning dreams of better healthcare into reality one line of code at a time. Together were 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 longstanding problems with ideal solutions.
Data is our bread and butter for innovation. We are looking for aSenior 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 Innovaccers 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 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 customerfocused attitude through conversations and documentation
- Strong handson experience in Python building enterprise applications along with optimization techniques.
- Proficiency in crafting and optimizing SQL queries Experience with Snowflake preferred
- Should have handson 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.
Heres 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.
- PetFriendly 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 wellbeing first. *India offices
Where and how we work
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 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 .
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Required Experience:
Senior IC
Employment Type
Full Time
