Associate Applied AI Engineer – GenAI Systems
Core
Design and build production-ready GenAI and ML solutions for Finance, Treasury, and Actuarial teams, translating business problems into governed, operational workflows.
Role type
Associate Applied AI Engineer (GenAI Systems)
Builds
Production ML models and GenAI components (RAG, summarization, tool-using workflows) integrated into real business workflows for financial services.
Domain
Financial Services (Finance, Treasury, Actuarial) + Generative AI
Deliverable
production ML models (via careerplan.io/jobs/JR26091743-2-associate-applied-ai-engineer-genai-systems-at-manulife)
Required skills
Python, SQL, software engineering fundamentals, scikit-learn, PyTorch/TensorFlow, Spark/Databricks, GenAI solution design (RAG, summarization, tool/function calling), evaluation and testing, production-oriented development
Preferred skills
N/A
Technologies
scikit-learn, PyTorch, TensorFlow, Spark, Databricks
Responsibilities
Design end-to-end GenAI and ML solutions including data flow and operational controls; Develop ML models and GenAI components for forecasting, classification, and extraction; Implement performance evaluation and testing practices for both ML and GenAI; Partner with engineering teams to productionize solutions via pipelines, CI/CD, and monitoring; Contribute to model risk documentation and governance; Grow team capability by creating reusable components and patterns.
Seniority
Associate, early-career IC
