Staff Machine Learning Engineer
Unity
- КомпанияUnity
- СтранаСША
- УровеньLead
- АдресMountain View, CA, USA
Описание
The opportunity Unity is building next-generation intelligence systems for gaming: systems that help AI-native teams understand the market and get the most out of the frontier models. We are hiring a Staff Machine Learning Engineer to lead this effort. You will own the end-to-end architecture, build pipelines, systems, and models, and scale a cross-disciplinary team of engine developers, game developers, and machine learning engineers. The work spans market forecasting, outcome prediction, multimodal content understanding, evaluation, and agentic systems. What you'll be doing Technical leadership Set the technical vision and architecture for our ML platform, from data ingestion, semantic layer and feature stores through model registry, evaluation and serving. Make the calls that keep every model output reproducible and auditable: versioned data snapshots, model and prompt versions, and cost tracked per decision. Define, lead, and spearhead engineering practices for the agentic era, including agentic development workflows and evaluation methodologies. Mentor engineers from different backgrounds. Partner with different functional teams and disciplines to translate expert human judgment into training signals. Shape the roadmap with the product team. Modeling Build predictors of commercial outcomes such as user acquisition cost, lifetime value and return on ad spend from large, noisy, multi-source signals. Build forecasting models over market signals that detect emerging demand…
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