AI Architect
Core
Designing and operating high-availability, production ML services and data platforms for enterprise demand forecasting and predictive insights.
Role type
Senior IC AI Architect (Predictive Intelligence)
Builds
ML platform, forecasting engines, and data processing services for retail, supply chain, and financial planning customers.
Domain
Enterprise SaaS, Supply Chain, Retail, Financial Planning
Deliverable
production ML models | infrastructure
Required skills
Python, Kubernetes, MLOps, Snowflake, Iceberg, Trino, Postgres, AWS/GCP/Azure, System Architecture, Technical Strategy, Code Review, Mentorship
Preferred skills
Gradient-boosted methods, Neural networks, Constraint-based optimization, Post-acquisition integration, Open-source ML contributions
Technologies
Kubernetes, AWS, GCP, Azure, Snowflake, Iceberg, Trino, Postgres
Responsibilities
Own overall architecture and technical strategy for predictive intelligence services; Drive unified architectural approach across disparate services; Provide hands-on design and implementation leadership for major features; Define and oversee MLOps strategy; Establish engineering best practices for scalability and observability; Mentor senior engineers and partner with data scientists; Partner with leadership to shape technical roadmap; Represent AI engineering in external technical reviews.
Seniority
Senior, hands-on IC with strategic leadership