Principal AI Engineer - AI Transformation
Core
Architecting and implementing AI/ML systems, with a strong focus on research and experimentation of generative AI models and agentic systems to address diverse business challenges.
Role type
Principal AI Engineer (Generative AI & Agentic Systems)
Builds
On-demand analytics, fully integrated software systems, and enterprise-wide AI reference architectures
Domain
Banking / Financial Services / Generative AI
Deliverable
production ML models | product features
Required skills
Python, generative AI techniques (prompt engineering, fine-tuning, RAG), agentic system design, cloud platforms (AWS Bedrock, Sagemaker), ML frameworks (PyTorch, scikit-learn, Hugging Face), data visualization, CI/CD pipelines, containerization (Docker, Terraform)
Preferred skills
Advanced degree in CS/Stats/Math, experience with LangChain/LlamaIndex/MCPs, knowledge of model optimization (quantization, distillation)
Technologies
Python, AWS (Bedrock, Sagemaker, Lex), PyTorch, scikit-learn, Hugging Face, Docker, Terraform, Git, LangChain, LlamaIndex
Responsibilities
Design and implement AI/ML systems for specific business challenges; Research and apply state-of-the-art generative AI models; Develop agentic AI systems for autonomous reasoning; Create evaluation frameworks to assess model performance and detect hallucinations; Set enterprise-wide technical standards and define reference architectures; Extract meaningful patterns from complex data sets using advanced analytics
Seniority
Principal, hands-on IC with strategic influence
