Data & Analytics Lead

About the role

In this role, you will shape a data and AI platform that empowers teams to make informed decisions through data-driven insights. You will create intuitive tools for exploring data and build AI-enabled workflows to enhance analysis and reduce repetitive tasks.

You will be responsible for ensuring data accuracy and accessibility while developing metrics and frameworks that connect user behavior, product performance, and market dynamics. Success means transforming complex questions into actionable insights and establishing high standards for data quality.

Skills that matter here

• data analytics: This role requires expertise in data analytics to solve complex product and business problems.
• SQL: Advanced SQL proficiency is essential for building sophisticated queries and datasets.
• Python: Python is used for data analysis, processing, and building AI-enabled workflows.
• Dune: Expert-level skills in Dune are necessary for investigating DEX aggregators and building analytical models.
• ClickHouse: Experience with ClickHouse is required for operating modern data platforms.
• Airflow: Hands-on experience with Airflow is needed for managing data pipelines and workflows.

Who this role suits

• You have a strong background in data analytics or engineering with a focus on DeFi and blockchain data.
• You are comfortable working with ambiguity and can turn complex business questions into structured analyses.
• You thrive in a collaborative environment and possess strong communication skills.
• You have a proactive approach to identifying trends and risks in data.

From the employer

Responsibilities

• Shape and build a self-service data and AI platform that enables teams to ask better questions, find better answers, and make better decisions.
• Create intuitive ways for teams to explore trusted data using AI, natural language, dashboards, and other analytical interfaces.
• Build AI-enabled workflows and agents that accelerate analysis, uncover insights, and reduce repetitive analytical work, ensuring AI-generated answers are grounded in trusted data, transparent, and verifiable.
• Turn complex and ambiguous business and product questions into structured analyses, clear insights, and actionable answers.
• Develop metrics and analytical frameworks that connect user behavior, product performance, on-chain activity, market dynamics, and business outcomes.
• Proactively identify trends, anomalies, opportunities, and risks, and establish standards for analytical quality, metrics, dashboards, and decision support.
• Design and evolve data architecture, models, pipelines, and transformations, integrating on-chain and off-chain data into reliable, scalable, and reusable data products.
• Ensure data is accurate, well-structured, documented, discoverable, and accessible to people and AI systems, with strong standards for quality, observability, maintainability, and performance.
• Use Dune at an expert level to investigate DEX aggregators, DEXes, swaps, liquidity, routing, users, protocols, and markets, building reusable on-chain datasets and analytical models.
• Combine blockchain, product, and business data to create a comprehensive view of users, ecosystem activity, and market dynamics, and continuously explore new data sources and analytical approaches.

Requirements

• 6+ years of experience across data analytics, analytics engineering, or data engineering, with a track record of solving complex product and business problems with data.
• Expert-level Dune skills, with advanced SQL proficiency and demonstrated experience building sophisticated on-chain queries, datasets, dashboards, and analyses.
• Deep understanding of DeFi and blockchain data, particularly DEXes and DEX aggregators, including swaps, liquidity, routing, transactions, events, traces, and smart-contract interactions.
• Strong AI-native way of working, with advanced hands-on experience using Cursor to accelerate analytics and engineering, automate workflows, and build AI-enabled data solutions.
• Strong proficiency in Python for data analysis, data processing, automation, and AI-enabled workflows.
• Hands-on experience building and operating modern data platforms with ClickHouse and Airflow, including data modeling, pipelines, transformations, data quality, and observability.
• Proven ability to turn ambiguous business and product questions into structured hypotheses, robust analyses, and clear, actionable answers.
• Strong ownership and communication skills, with the ability to turn recurring business needs into scalable, self-service data and AI capabilities.

Conditions

• Experience working directly within a DEX, DEX aggregator, DeFi protocol, or other data-intensive Web3 product is a plus.
• Experience working with raw multi-chain blockchain data, including decoding contracts, events, traces, and transactions is a plus.
• Experience applying statistical methods, experimentation, forecasting, or anomaly detection to product and business questions is a plus.
• A strong public track record in the DeFi data ecosystem, such as high-quality Dune dashboards, research, open-source contributions, or community analytics is a plus.