Generative AI Lead, Associate Principal
Job Description
We are looking for a Generative AI Lead to drive the design and delivery of advanced AI solutions for enterprise clients.
This role sits at the intersection of hands-on engineering, system architecture, and technical leadership, focused on building production-grade GenAI systems that solve complex, real-world business problems.
What You’ll Do
- Lead the design and development of enterprise-scale Generative AI solutions
- Architect and implement multi-agent AI systems and retrieval-augmented generation (RAG) pipelines
- Integrate LLM capabilities into business workflows and enterprise applications
- Partner with business stakeholders to translate complex problems into scalable AI solutions
- Guide and mentor engineering teams while maintaining a high bar for technical quality
- Ensure reliable deployment, monitoring, and performance of AI systems (including handling hallucinations, drift, and scaling challenges)
- Optimize infrastructure across cloud environments, including compute and GPU utilization
What We’re Looking For
- Proven experience building and deploying LLM-based / Generative AI applications in production
- Strong hands-on expertise in Python and modern AI frameworks (e.g., LangChain, LlamaIndex)
- Experience designing RAG pipelines, semantic search systems, or knowledge retrieval architectures
- Exposure to multi-agent frameworks (e.g., LangGraph, CrewAI) or similar architectures
- Experience working in cloud environments (AWS, Azure, or GCP) and scaling AI systems
- Demonstrated ability to lead technical teams or initiatives
- Strong communication skills with the ability to collaborate with both technical and business stakeholders
Nice to Have
- Experience working in regulated industries (e.g., healthcare, life sciences, financial services)
- Familiarity with vector databases (e.g., Pinecone, Weaviate)
- Background in enterprise AI platform development or data infrastructure
Why This Role
- Opportunity to build real-world GenAI systems at scale (not just prototypes)
- Own end-to-end architecture and delivery, from concept to production
- Work on high-impact use cases across enterprise clients
- Collaborate with cross-functional teams across engineering, product, and business
About MathCo
MathCo is a global Enterprise AI and Analytics company helping Fortune 500 organizations solve complex business problems through data and AI. Our work spans advanced analytics, AI platforms, and scalable solutions that deliver measurable business impact.