AI/ML Engineering Lead

About the role

In order to grow and build a successful career with The Toro Company, you will be responsible for: Design, develop, test, and deploy AI and machine learning solutions for predictive analytics, classification, recommendation, anomaly detection, forecasting, and other business use cases.

What you'll do

• Build Generative AI, RAG, and agentic AI solutions, including conversational assistants, ML models, intelligent search, and multi-step intelligent workflows
• Develop and optimize models, prompts, embeddings, retrieval strategies, and AI architecture based on accuracy, quality, latency, cost, security, explainability
• Design scalable, secure, and maintainable AI services, APIs, data and feature pipelines
• Implement MLOps and GenAIOps practices, including CI/CD, model and prompt versioning, experiment tracking, automated deployment, rollback, and lifecycle management
• Establish production monitoring and evaluation to track model performance, data and prediction drift, groundedness, bias, data quality, reliability, safety, usage, cost

What you need

• 6–11 yrs of experience
• Machine learning
• Python
• SQL
• LLMs
• Statistics
• R
• PhD

Good to have

• Snowflake
• Databricks
• dbt
• Azure
• Data visualisation
• IAM