MLabs · 13 hours ago
Data Eng - Analytics and GTM
New York, NY
Full-time
Onsite
Mid, Senior Level
$140K/yr - $220K/yrMLabs is a rapidly growing fintech startup focused on providing transparency in global trading. The Data Engineer for Internal Analytics & GTM will be responsible for building robust data systems to optimize user understanding, growth motion, and decision-making across the business.
Artificial Intelligence (AI)Cloud ComputingCrypto & Web3BlockchainIT Management
Responsibilities
Architect and maintain robust ingestion and transformation pipelines for on-chain events, product telemetry, and third-party marketing/CRM data using AWS-native services
Build and own core data models—covering user journeys, cohort analysis, attribution, and LTV—to enable self-serve reporting for Growth and Marketing teams
Design and maintain high-impact dashboards (Metabase, Looker, or similar) that surface key GTM metrics like activation rates and trading behavior
Develop frameworks to analyze on-chain wallet behavior (deposit patterns, churn signals) and enrich them with off-chain context
Build the data foundations for A/B testing and growth experiments, ensuring clean event tracking and statistical rigor
Package pipelines into reliable services with CI/CD, automated tests, and data quality checks that the entire stakeholder team can trust
Qualification
Required
Strong experience in Python (pandas/polars, dbt) and expert-level SQL
Hands-on experience with the AWS ecosystem (S3, Athena, Glue, Redshift, Lambda, Step Functions)
Proven ability to build self-serve reporting layers in tools like Metabase, Looker, Preset, or Tableau
Experience turning ad-hoc analysis into robust, versioned pipelines with CI/CD and reproducible environments
Preferred
Experience with GTM analytics (attribution modeling, funnel analysis, or marketing mix measurement)
Familiarity with crypto/DeFi data and on-chain event streams (The Graph, Dune, RPC logs)
Experience with orchestration and data quality tools (Airflow, Dagster, Great Expectations)
Exposure to product analytics tools like Amplitude, Mixpanel, or Segment
Benefits
High-growth salary + equity and token grants
Work at the intersection of high-frequency finance and blockchain
Collaborate with veterans from top-tier trading and tech firms
Remote-first culture with flexible work arrangements
Stipends for development and the opportunity to own a massive vertical of the data stack
Company
MLabs
MLabs is an IT company that specializes in offering blockchain, full-stack development, functional programming, and AI solutions.
Founded in 2018
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase