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MLabs

Founding Data Lead

MLabs

Founding Data Lead establishing the data and analytics function for a venture-backed digital asset firm. Driving strategic insights to influence product development and growth trajectories.

Posted 5/29/2026full-timeJersey City • New Jersey • 🇺🇸 United StatesSeniorWebsite

Tech Stack

Tools & technologies
AirflowSparkSQLWeb3

About the role

Key responsibilities & impact
  • **Key Responsibilities**
  • - **Build from Scratch:** Establish, scale, and own the data analytics function, infrastructure, and metrics frameworks across the entire organization.
  • - **Cross-Stack Data Mapping:** Integrate disparate data sources across onchain activities, product usage, financial transactions, and operations into a cohesive, centralized data model.
  • - **Drive Business Insights:** Deepen customer understanding by transforming raw behavioral data into strategic insights that influence product roadmaps and business growth.
  • - **Enable Self-Service Analytics:** Design, deploy, and maintain intuitive dashboards and reporting structures (e.g., Metabase, Looker) to empower cross-functional teams to make rapid, independent, data-driven decisions.
  • - **Engineering Partnership:** Collaborating closely with the engineering team to optimize data pipelines, implement product analytics tracking, and elevate the capabilities of the data stack.
  • - **Executive Communication:** Synthesize complex data findings into clear, high-impact recommendations for the executive leadership team.

Requirements

What you’ll need
  • **Basic Qualifications**
  • - **Experience:** 5+ years of professional experience in analytics, business intelligence, or data engineering, with a strong preference for individuals who have served as an early data hire within a high-growth startup environment.
  • - **Advanced SQL:** Exceptional mastery of SQL, with the ability to seamlessly construct complex queries utilizing advanced joins, window functions, CTEs, and subqueries.
  • - **BI & Dashboarding:** Proven experience building and scaling dashboards and metrics frameworks within platforms like Metabase, Looker, or similar tooling.
  • - **Data Modeling:** Demonstrated ability to translate highly ambiguous, messy business contexts into clean, structured, and scalable data models.
  • - **Big Data Tooling:** Familiarity working with high-volume event data and processing tools such as Spark, Databricks, ClickHouse, or equivalent technologies.
  • - **Orchestration & Product Analytics:** Working knowledge of data orchestration tools (e.g., dbt, Airflow, Dagster, Prefect) and proficiency with product analytics platforms (e.g., Amplitude, Mixpanel, PostHog, Heap).
  • - **Communication:** Outstanding communication skills, with a track record of presenting clear data stories and driving strategic recommendations at the executive level.
  • **Preferred Qualifications**
  • - **Web3/Blockchain Expertise:** Direct experience handling blockchain data, including onchain indexing, subgraphs, multi-chain analytics, or DeFi protocols.
  • - **Domain Knowledge:** A professional background within fintech, digital payments, or institutional financial services.

Benefits

Comp & perks
  • - Competitive compensation package.
  • - Opportunity to shape the foundational data culture and infrastructure of a high-growth, well-funded startup.
  • - Collaborative environment working alongside a high-performance team of finance and crypto-native pioneers.

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools
SQLdata modelingdashboardingdata orchestrationproduct analyticsbig data toolingdata pipelinesdata analyticsdata integrationdata metrics frameworks
Soft Skills
communicationcollaborationstrategic thinkingproblem-solvingexecutive communicationcustomer understandingdata storytellingindependent decision-makingpresentation skillscross-functional teamwork