Design, build, and maintain scalable data pipelines and platform infrastructure to support data ingestion, processing, and distribution
Develop backend services integrated with AI Agent systems, including building and maintaining Agent workflows, monitoring pipelines, and observability tools
Build monitoring and alerting capabilities to ensure data quality, pipeline stability, and AI system health
...
Implement new user-facing features in Binance’s products which have a huge amount of PV everyday.
Write client-side code to create super-fast, easy-to-use, web-based applications which include website for both desktop and mobile browsers, and hybrid in-app pages.
Optimize web applications to maximize speed and scale.
...
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.
Analyze model capability boundaries and failure modes based on evaluation results. Produce actionable improvement recommendations and collaborate with algorithm and product teams to drive model iteration, making evaluation a critical component of the R&D loop.
...
Factor Mining & Validation: Discover, construct, and validate trading factors from multi-source data including market data, fundamental data, and on-chain data. Continuously iterate the factor library to identify effective alpha signals.
Factor Prediction Modeling: Design and optimize prediction models using machine learning and deep learning methods to improve signal accuracy and stability while controlling overfitting and strategy decay.
Strategy Design & Backtesting: Lead the design, backtesting, and live deployment validation of trading strategies — covering signal generation, portfolio construction, risk control, and execution optimization. Take ownership of strategy P&L and risk performance.
...