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Sr ML / Deep Learning Architect
Sr ML / Deep Learning ArchitectCitiusTech • Sonoma, CA, United States
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Sr ML / Deep Learning Architect

Sr ML / Deep Learning Architect

CitiusTech • Sonoma, CA, United States
1 day ago
Job type
  • Full-time
Job description

Who we are : -

At CitiusTech, we constantly strive to solve the industry's greatest challenges with technology, creativity, and agility. With over 8,500 healthcare technology professionals worldwide, CitiusTech powers healthcare digital innovation, business transformation, and industry-wide convergence for over 140 organizations through next-generation technologies, solutions, and products. We aim to accelerate the transition to a human-first, sustainable, and digital healthcare ecosystem with the world's leading Healthcare and life sciences organizations and our partners.

We're pushing the boundaries of innovation with cutting-edge AI and Generative AI (GenAI) solutions. We're a passionate team dedicated to tackling complex challenges and shaping the future of healthcare through the power of intelligent technologies

Here is an opportunity for you to make a difference and collaborate with global leaders to shape the future of healthcare and positively impact human lives

Our vision : -

To inspire new possibilities for the health ecosystem with technology and human ingenuity.

JOB : Machine Learning / Deep Learning Architect

Location : San Francisco CA

Responsibilities

  • Design ML / DL architecture for multi-modal data (imaging, clinical, omics) supporting algorithms development in exploratory and GxP regulated environments
  • Architect and Design Algorithims applications portability for internal and external deployments in regulated environment
  • Build scalable pipelines for training, inference, and model deployment
  • Handle model life cycle
  • Ensure compliance with 21 CFR Part 11, HIPAA, GxP and SaMD standards
  • Collaborate with cross-functional teams to align architecture with regulatory and operational requirements
  • Create proof of concept for important areas
  • Gen AI integration and LLM usage for intelligent workflows & conversational analytics
  • GxP and SaMD validate models

Required Skills & Experience

  • 15 years of experience
  • Extensive experience with AWS ML / Deep Learning services(HPC with job schedulers) e.g., SageMaker, EC2 GPU instances, EKS etc.
  • Extensive experience with ML Ops
  • Extensive experience working in validated environments
  • Extensive experience with python-based ml / deep learning frameworks
  • Knowledge of imaging standards
  • Worked in radiology & digital pathology
  • Worked in ophthalmology / neurology / oncology disease areas
  • Life at CitiusTech :

    We focus on building highly motivated engineering teams and thought leaders with an entrepreneurial mindset, centered on our core values of Passion, Respect, Openness, Unity, and Depth (PROUD) of knowledge. Our success lies in creating a fun, transparent, non-hierarchical, diverse work culture that focuses on continuous learning and work-life balance.

    Rated by our employees as the ‘Great Place to Work for’ according to the Great Place to Work survey. We offer you a comprehensive set of benefits to ensure that you have a long and rewarding career with us.

    Our EVP :

    Be You Be Awesome is our EVP and it reflects our continuing efforts to create CitiusTech as a great place to work where our employees can thrive, both personally and professionally. It encompasses the unique benefits and opportunities we offer to support your growth, well-being, and success throughout your journey with us and beyond. Together with our clients, we are solving some of the greatest healthcare challenges and positively impacting human lives. Welcome to the world of Faster Growth, Higher Learning, and Stronger Impact.

    Join CitiusTech. Be You. Be Awesome.

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    Sr Architect • Sonoma, CA, United States

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