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Your Core Responsibilities
- Monitor on-chain and off-chain trading activity to detect, investigate, and prevent market abuse, including wash trading, spoofing, layering, and front-running.
- Develop and refine statistical models and heuristics to identify anomalous behavior that traditional rule-based systems might miss.
- Conduct deep-dive investigations into flagged transactions, tracing the flow of funds and correlating cross-platform activity to uncover coordinated manipulation.
- Design and maintain real-time dashboards and comprehensive reports on market health for protocol governance and community transparency.
- Collaborate with the engineering team to integrate advanced surveillance tools and automate the detection of emerging threat typologies.
- You have a keen eye for detail and a "sixth sense" for identifying when market data doesn't add up.
- You are comfortable working with large datasets and using Python or SQL to extract actionable insights from raw blockchain data.
- You understand the mechanics of AMMs, order-book DEXs, and the specific incentives that drive malicious actors in a decentralized environment.
- You operate with the highest level of integrity, providing neutral, evidence-based assessments that protect the protocol's reputation.
- 3+ years of experience in financial surveillance, market oversight, or data science within a high-frequency trading or exchange environment.
- Proven proficiency in Python, SQL, and data visualization tools (e.g., Dune Analytics, Tableau, or Grafana).
- Deep understanding of market manipulation schemes and the regulatory landscape surrounding digital assets.
- Experience with blockchain analytics platforms (e.g., Chainalysis, Elliptic, or Solidus Labs) is a significant plus.
- Bachelor’s degree in Finance, Mathematics, Computer Science, or a related quantitative field.
Key Skills
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