
Strategic AI Systems Designer
2 weeks ago
We seek a highly skilled AI architect to design and implement intelligent data workflows within cloud-native environments. This role will focus on multi-agent orchestration, agentic AI systems, and healthcare-compliant solutions.
Key Responsibilities:
- Design and develop agentic AI systems using AWS services (Bedrock, SageMaker, Lambda, Step Functions, EventBridge, OpenSearch, DynamoDB).
- Develop multi-agent orchestration strategies for clinical data workflows, source verification, discrepancy detection, and intelligent query generation.
- Evaluate trade-offs between LLM-based reasoning, rules engines, and hybrid AI architectures to drive efficiency and compliance.
- Build and integrate solutions using agentic AI frameworks (LangChain, LlamaIndex, Haystack, CrewAI, AutoGen).
- Guide AI engineers, developers, and DevOps teams on agent-based designs and scalable ML workflows.
- Collaborate with clinical SMEs, compliance teams, and sponsors to ensure technical solutions align with business outcomes and regulatory standards.
Required Qualifications:
- Bachelor's/Master's in Computer Science, AI, or related field (PhD a plus).
- 8–12 years in AI/ML engineering, with 3–5 years in cloud-native AI architecture.
- Proven expertise with AWS AI stack: Bedrock, SageMaker, Comprehend Medical, Textract, Kendra, Lex.
- Strong knowledge of agentic AI frameworks (LangChain, LlamaIndex, Haystack, CrewAI, AutoGen).
- Hands-on experience in workflow orchestration (Step Functions, Airflow, Temporal) and multi-agent pipelines.
- Background in healthcare/life sciences AI solutions with understanding of regulatory compliance (HIPAA, GxP, FDA/EMA guidelines preferred).
- Excellent leadership, stakeholder management, and solution governance skills.
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