Principal AI Architect

Bengaluru - India

Monthly Salary: Not Disclosed

Posted on: 24 days ago

Vacancies: 1 Vacancy

Job Summary

Job Description Summary

GE HealthCare has embarked on a Gen AI journey to transform the company and is looking for an AI Architect to design the foundation and strategy for the program working directly with the Chief Data Officer (CDO).
As the AI Architect you will play a pivotal role in designing developing and deploying generative AI solutions that align with GE HealthCares strategic objectives. You will collaborate with cross-functional teams including data scientists engineers and business leaders to drive innovation and ensure the successful implementation of AI-driven initiatives. You will be responsible for architecting scalable AI models and systems that deliver tangible business value while also establishing best practices for the ethical and responsible use of AI technologies.

Job Description

Key Responsibilities:

Architectural Design and Strategy:

Develop and maintain the foundational architecture for generative AI initiatives ensuring scalability security and efficiency.
Define the technical roadmap for generative AI capabilities aligning with business objectives and CDO technology strategies.
Collaborate with stakeholders to gather requirements provide technical guidance and deliver AI solutions that meet business needs.
Define deploy and advance processes for: AI/ML development MLOps LLMOPs and the monitoring observability security and maintainability of AI models.

Infrastructure and Deployment:

Design and implement the infrastructure required to support generative AI models including cloud-based solutions data pipelines and data storage platforms.
Ensure seamless integration of AI models into production environments enabling real-time and batch processing capabilities.

Leadership and Best Practices:

Mentor a team of engineers and data scientists in the development and deployment of generative AI models.
Stay abreast of the latest advancements in generative AI and related technologies incorporating best practices and innovative approaches into the architecture.
Drive continuous improvement of the AI architecture ensuring it evolves to meet changing business and technological demands.

Governance and Security:

Implement and enforce AI governance standards and security measures to protect sensitive data and ensure regulatory compliance.
Monitor and mitigate risks associated with the deployment and operation of AI models.

Required Qualifications:

Education:
- Bachelors degree in Computer Science Engineering or a related field. Masters or PhD is a plus.
Experience:
- 4 years of experience in designing and implementing AI architectures with a focus on generative models (e.g. GPT VAEs GANs).
- 10 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.
Skills:
- 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:

Experience with MLOps and CI/CD pipelines for AI model deployment.
Experience with 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.
In depth understanding of healthcare regulations (HIPAA GDPR etc.) data privacy and patient safety standards.

Additional Information

Relocation Assistance Provided: No

Required Experience:

Staff IC

Job Description SummaryGE HealthCare has embarked on a Gen AI journey to transform the company and is looking for an AI Architect to design the foundation and strategy for the program working directly with the Chief Data Officer (CDO).As the AI Architect you will play a pivotal role in designing dev...