Senior Data Scientist, Product Analytics at Lightspark

Los Angeles, California, United States

Lightspark Logo
$195,000 – $230,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
FinTech, Payments, CryptocurrencyIndustries

Requirements

  • 5+ years of experience in data science or related roles
  • Expert-level SQL skills—you can write complex queries, optimize for performance, and design efficient data models
  • Strong Python programming skills: you can build pipelines, automate analyses, and with production-quality code
  • Proven ability to define metrics and measurement frameworks from scratch
  • Track record of influencing product and business decisions with data
  • Strong communication skills—you can explain technical concepts to non-technical stakeholders
  • Self-starter mentality—you unblock yourself rather than waiting for others
  • Understanding of statistical concepts (A/B testing, causal inference, experimentation)
  • Preferred
  • Experience with modern data tools like DBT, Airflow/Dagster, BigQuery/Snowflake/Databricks, Looker/Mode/Hex
  • Experience in payments, fintech, or crypto/blockchain companies
  • Familiarity with compliance, fraud detection, or risk analytics
  • Background in both startups and larger tech companies
  • Experience with product analytics tools (Amplitude, Mixpanel, Segment)
  • Background in a quantitative field (Computer Science, Engineering, Math, Statistics, Economics)

Responsibilities

  • Own Key Metrics & Measurement: Design and implement measurement frameworks for core products (UMA, Spark, Lightspark Payments)
  • Define success metrics for strategic partners like Nubank and SoFi
  • Build dashboards and reporting that make data self-service for cross-functional teams
  • Track product health, user engagement, retention, and transaction patterns
  • Enable Cross-Functional Decision-Making: Partner with Finance on pricing analysis, margin optimization, and revenue forecasting
  • Support Compliance with transaction monitoring rules, KYC/AML thresholds, and risk scoring frameworks
  • Work with Product teams to prioritize features based on data-driven insights
  • Provide strategic analysis to inform go-to-market decisions and partnership evaluations
  • Build Data Products & Pipelines: Extend data infrastructure to support new analytics use cases
  • Build domain-specific data models and pipelines using dbt, SQL, and Python
  • Create scalable, maintainable analytics code that others can build upon
  • Collaborate with Data Engineer to design efficient data architectures
  • Drive Data Culture: Advocate for data-driven decision-making across the organization
  • Train teams on how to use data tools and interpret metrics correctly
  • Identify gaps in data ecosystem and take ownership of fixing them
  • Balance speed with quality—ship fast, iterate based on feedback

Skills

SQL
Python
dbt
data pipelines
dashboards
metrics definition
product analytics
revenue forecasting
KYC/AML
risk scoring

Lightspark

Facilitates Bitcoin transactions via API and SDKs

About Lightspark

Lightspark focuses on facilitating Bitcoin transactions for businesses by providing an API and Software Development Kits (SDKs) that integrate with the Lightning Network. This technology allows for faster and cheaper cross-border payments by identifying efficient routes for transactions. Unlike competitors, Lightspark's service-based model enables businesses to leverage Bitcoin without needing deep technical expertise. The goal is to streamline payment processes, making them more efficient and cost-effective.

Los Angeles, CaliforniaHeadquarters
2022Year Founded
$1.3MTotal Funding
SEEDCompany Stage
Fintech, Crypto & Web3Industries
51-200Employees

Risks

Increased competition from fintech companies like Strike and OpenNode.
Regulatory scrutiny in the US and EU could impact cryptocurrency transactions.
Technological vulnerabilities in the Lightning Network may affect Lightspark's reputation.

Differentiation

Lightspark offers a robust API and SDKs for Bitcoin integration on the Lightning Network.
The company provides a dashboard for tracking and managing Bitcoin transactions efficiently.
Lightspark's Universal Money Address (UMA) enhances global payment solutions for businesses.

Upsides

Partnerships with Bitso and Foxbit expand Lightspark's reach in Latin America.
Introduction of Spark and UMA boosts Lightspark's product offerings and market appeal.
Strategic expansion into Africa with Yellow Card highlights growth in emerging markets.

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