Manager AI Innovation Engineer
Core
Manager leading the evaluation, experimentation, and production deployment of Generative AI, LLMs, and agentic systems for strategic banking use cases.
Role type
Senior IC Manager AI Innovation Engineer (GenAI/LLMs)
Builds
Production-ready GenAI solutions, agentic architectures, and LLM-based interfaces integrated into banking operations.
Domain
Banking / Generative AI / Large Language Models
Deliverable
production ML models
Required skills
Machine Learning Engineering, GenAI/LLM development, Agentic system design, MLOps, Cloud infrastructure (AWS/GCP), Python, Data engineering, Model evaluation & benchmarking
Preferred skills
On-premise environments, Banking sector experience, TypeScript/Node.js
Technologies
LangGraph, Agents SDK, AWS Strands, Python, TensorFlow, AWS, GCP, CloudFormation, Git, CI/CD
Responsibilities
Select and evaluate foundational models for language, voice, and multimodal applications; Design and execute evaluation plans with technical and business metrics; Develop and fine-tune generative and discriminative models; Build and orchestrate agentic systems interacting with tools and external APIs; Create reasoning flows and multi-step inference pipelines; Integrate LLMs with corporate systems and data; Explore and transfer knowledge on advanced NLP and agentic architectures.
Seniority
Senior, hands-on IC with management responsibilities
