DescriptionAbout the Role
As an AI Architect at Innovaccer you will be at the forefront of designing training and fine-tuning foundational models with healthcare-specific data. You will be critical in integrating these technologies into our healthcare products ensuring they operate effectively in a production environment. Your expertise will help us to revolutionize healthcare delivery improve patient outcomes and maintain compliance with industry regulations.
A Day in the Life
- Fine-tuning state-of-the-art small language models (SLMs) like Llama-3.1-8B or Phi-3.5-3B on diverse healthcare datasets.
- Evaluating and optimizing various inference and serving frameworks (e.g. Triton TensorRT VLLM TGI).
- Read about the most recent AI model architectures.
- Collaborating with product teams to review and refine architecture designs incorporating AI.
- Troubleshooting AI deployment issues in customer environments ensuring smooth operation and optimal performance.
- Authoring and presenting technical documentation and white papers and showcasing breakthroughs in internal and external forums.
Key Responsibilities:
- Design train and fine-tune advanced foundational models (text audio vision) using healthcare-specific datasets focusing on accuracy and clinical relevance.
- Collaborate with cross-functional teams (product engineering clinical) to seamlessly integrate AI/ML technologies into our product offerings.
- Deploy monitor and manage AI models in a production environment ensuring high availability scalability and performance.
- Continuously research and evaluate the latest advancements in AI/ML and healthcare industry trends to drive innovation within Innovaccer.
- Create high-quality intellectual property (white papers case studies conference presentations) showcasing Innovaccers technical leadership.
- Ensure all AI solutions adhere to healthcare standards and regulatory requirements (HIPAA GDPR etc.).
- Develop and maintain comprehensive documentation for AI models including development training fine-tuning and deployment procedures.
- Provide technical guidance and mentorship to junior AI engineers and team members.
- Collaborate with stakeholders to understand clinical needs and translate them into technical requirements for model fine-tuning and development.
- Select and curate appropriate datasets for fine-tuning foundational models to address specific healthcare use cases.
Requirements - Masters or Ph.D. in Computer Science Artificial Intelligence Machine Learning or a related field.
- Minimum of 7 years of hands-on experience in AI/ML with a demonstrable track record of training and deploying LLMs and other machine learning models.
- Strong proficiency in Python and familiarity with popular AI/ML frameworks (TensorFlow PyTorch Hugging Face Transformers etc.).
- Practical experience deploying and managing AI models in production environments including expertise in serving and inference frameworks (Triton TensorRT VLLM TGI etc.).
- Proven experience in healthcare AI applications including a solid understanding of healthcare data standards (FHIR HL7) and regulatory compliance (HIPAA SOC2 NIST).
- Excellent problem-solving and analytical abilities capable of tackling complex challenges and evaluating multiple factors.
- Exceptional communication and collaboration skills enabling effective teamwork in a dynamic environment.
- A strong publication record in top-tier AI/ML conferences (NeurIPS ICML KDD CVPR AAMAS etc.) is highly desirable.
- Experience with cloud computing platforms (AWS GCP Azure) and containerization technologies (Docker Kubernetes) is a plus.
BenefitsWe offer competitive benefits to set you up for success in and outside of work.
Heres What We Offer
- Generous Leaves: Enjoy generous leave benefits of up to 40 days.
- Parental Leave: Leverage one of industrys best parental leave policies to spend time with your new addition.
- Sabbatical: Want to focus on skill development pursue an academic career or just take a break Weve got you covered.
- Health Insurance: We offer comprehensive health insurance to support you and your family covering medical expenses related to illness disease or injury. Extending support to the family members who matter most.
- Care Program: Whether its a celebration or a time of need weve got you covered with care vouchers to mark major life events. Through our Care Vouchers program employees receive thoughtful gestures for significant personal milestones and moments of need.
- Financial Assistance: Life happens and when it does were here to help. Our financial assistance policy offers support through salary advances and personal loans for genuine personal needs ensuring help is there when you need it most.
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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