Creative AI Architect

5 hours ago

Noida, Uttar Pradesh, India UnitedHealth Group Full time

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone.

We are seeking a highly skilled Creative AI Architect to join our team. As an AI Architect, you will play a crucial role in designing and implementing AI solutions that improve health outcomes and enhance the patient experience.

This is a fantastic opportunity to work with a talented team of engineers and data scientists who share your passion for innovation and excellence. If you are a motivated and experienced professional with a strong background in AI and software development, we encourage you to apply for this exciting role.

About the Role

The Creative AI Architect will be responsible for:

  • Developing and maintaining the foundational architecture for generative AI initiatives, ensuring scalability, security, and efficiency.
  • Defining the technical roadmap for generative AI capabilities, aligning with business objectives and CDO technology strategies.
  • Collaborating with stakeholders to gather requirements, provide technical guidance, and deliver AI solutions that meet business needs.
  • Designing and implementing the infrastructure required to support generative AI models, including cloud-based solutions, data pipelines, and data storage platforms.
  • Mentoring a team of engineers and data scientists in the development and deployment of generative AI models.

Requirements

To be successful in this role, you will need:

  • Bachelor's degree in Computer Science, Engineering, or a related field. Master's or PhD is a plus.
  • 4+ years of experience in designing and implementing AI architectures, with a focus on generative models (e.g., GPT, VAEs, GANs).
  • 8+ years of experience with cloud platforms (AWS preferred) and AI/ML frameworks (TensorFlow, PyTorch).
  • Experience with Generative AI RAG pattern and LLM fine tuning.
  • Experience with ML and Generative AI tools such as Amazon SageMaker and Amazon Bedrock.
  • Knowledge of ethical principles in AI development and deployment, including fairness, accountability, and transparency, ability to identify and address biases in data and models and understanding of techniques for interpreting and explaining AI models.
  • Proficiency in programming languages such as Python, R, Java, and C++ or related modern programming languages.
  • Deep understanding of machine learning algorithms, natural language processing, and deep learning techniques.
  • In-depth knowledge of CNNs, RNNs, LSTMs, Transformers, and their applications.
  • Strong understanding of NLP techniques, including text preprocessing, tokenization, stemming, lemmatization, sentiment analysis, and named entity recognition.
  • Excellent problem-solving skills and ability to work in a fast-paced, dynamic environment.
  • Strong communication and collaboration skills, with the ability to effectively convey complex technical concepts to non-technical stakeholders.

Preferred Qualifications

Prior experience with MLOps and CI/CD pipelines for AI model deployment, Azure/AWS services such as SageMaker, Bedrock, EMR, S3, OpenSearch Service, Step Functions, Lambda, and EC2, familiarity with ethical AI practices and AI governance frameworks, experience in the healthcare industry or with healthcare data is desirable, and in-depth understanding of healthcare regulations (HIPAA, GDPR, etc.), data privacy, and patient safety standards.

What We Offer

We offer a competitive salary range of $180,000 - $250,000 per year, depending on experience, as well as a comprehensive benefits package, including medical, dental, and vision insurance, 401(k) matching, and paid time off.

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