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SY
Symbiotic
12d ago

Trading & Onchain Data Analyst(m/w/x)

Zürich
Full-timeRemoteExperienced
AI/ML
Data Science

Description

You will drive the company's strategic decisions by modeling complex on-chain behavior and building AI-powered pipelines to transform raw market data into actionable trading insights.

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Requirements

  • Background in financial markets or trading
  • Experience with large complex trading datasets
  • Understanding of DEX and CEX mechanics
  • Power user of Dune and SQL
  • Proficiency in SQL, Python, and pandas
  • Ability to derive structured market insights
  • AI-native workflow using LLMs
  • Ownership in fast-moving ambiguous environments
  • Experience in software development or engineering
  • Experience building data pipelines or infrastructure
  • Experience with smart contracts or DeFi
  • Collaboration with product or trading teams

Education

Bachelor's degree
OR
Master's degree

Tasks

  • Analyze large-scale on-chain trading activity
  • Model address-level portfolio behavior and performance
  • Extract and structure DEX and CEX data
  • Integrate trade-level, liquidity, and pricing data
  • Query internal and external data sources
  • Build reliable datasets for research
  • Research liquidity design and incentive structures
  • Evaluate protocol positioning and staking models
  • Design AI-driven research and automation pipelines
  • Translate complex data into actionable insights
  • Support product decisions regarding capital allocation
  • Collaborate with teams to optimize trading metrics

Tools & Technologies

DuneSQLPythonpandasLLMsSolidity

Languages

EnglishBusiness Fluent

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