Senior Evaluation Algorithm Engineer(APAC - Remote)
Binance, Australia +2
The role
In the AI era, large language models are reshaping core business scenarios such as dialogue and trading. Model capability iteration relies on a scientific and trustworthy evaluation system — the "ruler" that measures model quality and guides R&D direction. We are seeking an evaluation expert with an algorithmic background to build LLM evaluation capabilities covering dialogue, financial trading, and other scenarios, using professional evaluation methods to quantify model performance, pinpoint issues, and drive continuous model improvement.
What you will do
- Design end-to-end LLM evaluation plans for business scenarios such as dialogue and financial trading. Build evaluation metric systems and rubrics, transforming subjective model performance judgments into quantifiable, reproducible, and explainable evaluation conclusions.
- Lead the design and construction of evaluation datasets. Define evaluation dimensions and scenario coverage, establish high-quality data annotation guidelines and quality control processes, and build benchmarks that authentically reflect business needs and have discriminative power.