Instrument the agent fleet with data pipelines and dashboards; apply data science techniques to understand token efficiency, failure modes, latency distribution, and business outcome correlation
Identify bottlenecks across the platform and drive measurable improvements in agent throughput, response quality, and cost efficiency — directly supporting user growth and retention
Track the research frontier — papers, open-source releases, community developments — and rapidly prototype integrations (new model capabilities, reasoning techniques, agentic frameworks)...
Content Ecosystem Analysis: Evaluate the performance of different content formats, topics, and creators, providing data-driven support for content operations, creator incentive programs, and community campaigns.
Strategy and Impact Evaluation: Support data preparation and performance analysis for product features, operational campaigns, and A/B tests. Help summarize findings and recommend improvements.
Data Support and Quality Assurance: Extract and analyze data based on the needs of product and operations teams. Participate in event-tracking validation, metric definition and documentation, and data quality checks....
Intelligent Performance Analysis: Build AI-driven tools that can automatically detect anomalies, identify bottlenecks, and provide actionable insights from complex performance data
Innovation & Research: Explore and experiment with the latest AI technologies and evaluate their potential in performance engineering
Real Impact: Your work will directly influence how we ensure system reliability and performance for millions of users...
Build and maintain partnerships — establish long-term relationships with DeFi, L1/L2, LST, RWA partners, and institutional clients; land incentive campaigns, joint activities, protocol integrations, and institutional capital channels.
Lead cross-team collaboration — coordinate Product, Marketing, and Risk to ensure end-to-end delivery; build unified operations across the Staking line; deliver market and competitive insights to inform roadmap decisions.
2+ years of product operations and growth experience in CEX / DeFi / yield products....
Build training datasets, labeling systems, and evaluation benchmarks for market data, fundamentals, earnings reports, announcements, news, research reports, and licensed investment research data, while addressing sample bias, label noise, source conflicts, and market changes.
Select and optimize the appropriate methods for each task, including large language models, NLP models, multimodal models, graph algorithms, traditional machine learning, or rule-based approaches, balancing accuracy, recall, explainability, timeliness, and cost. Collaborate with Financial AI Engineers to integrate algorithms into a unified knowledge processing and retrieval pipeline and deploy them reliably into production.
Apply supervised fine-tuning, reinforcement learning, preference optimization, active learning, or semi-supervised learning, leveraging expert feedback and production data to continuously improve data processing models and financial data agents....
Set organizational OKRs aligned with company priorities; report progress, risks, and security posture to senior leadership
Collaboration and Productivity Platform
Own the enterprise collaboration platform, including IM, meetings, calendar, and desktop and mobile clients, with a focus on reliability, performance, and end-to-end security...
