Applied AI/ML Engineer

Confido is an AI infrastructure company that provides a unified platform for modern consumer packaged goods brands. The Senior Applied AI / ML Engineer will build and own production AI systems across document understanding, forecasting, and agentic workflows, including evaluation, monitoring, and data engineering for complex real-world datasets.

Responsibilities:

• Build LLM systems that turn complex, inconsistent financial documents into clean, typed, validated data — the backbone the rest of the platform runs on
• Design agentic workflows that retrieve and reason over fragmented enterprise systems, with the eval harnesses and guardrails to run them in production
• Build and improve demand forecasting across thousands of intermittent series — classical time-series and gradient-boosted models, with rolling-origin backtesting and best-fit selection
• Wrangle messy, real-world data: baselining, outlier and anomaly detection, entity reconciliation, and ingestion across heterogeneous sources
• Own how we measure success — eval datasets, benchmarks, and monitoring for systems with no single "correct" answer