Data Scientist

Alliance

$125K — $150K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Senior, self-directed data scientist or analytics engineer who can independently tackle business problems.
  • Deep experience with Python and SQL, capable of working with code and APIs.
  • Strong applied modeling judgment with emphasis on feature design and interpretability.
  • Data engineering skills to build pipelines and maintain workflows without heavy support.
  • Excellent communicator with product judgment, able to work directly with non-technical teams.
  • Extremely high-agency, entrepreneurial, and self-driven.
  • Proficient in using modern AI tools and LLMs for data analysis and automation.

Responsibilities

  • Own data science and analytics end-to-end, from requirements to production.
  • Build production-ready Python systems for data tasks and AI-assisted research.
  • Develop, test, and optimize predictive models for practical use.
  • Write SQL reports, dashboards, and conduct data reconciliations.
  • Transform complex data into actionable insights for decision-making.
  • Directly engage with stakeholders to refine what should be built and how to present analysis.

Benefits

  • Work in a dynamic and collaborative engineering team directly with the CTO.
  • Opportunity to take ownership of projects with minimal oversight.
  • Innovative environment that values self-starters and builders.
  • Direct impact on company decisions and strategy through data insights.
Full Job Description
Data Scientist

Location: NYC (onsite only - not remote)

We9re hiring a Data Scientist to join our in-house engineering team. You9ll report directly to Carter (CTO) and will be responsible for owning features from the requirements definition stage to production.

What You9ll Do
  • Own data science and analytics end-to-end: turn ambiguous questions into analysis, models, internal tools, and production systems without waiting on a PM or a large engineering team.
  • Build production Python systems for data collection, enrichment, scoring, and AI-assisted research across internal and external data sources.
  • Develop and improve predictive models: define features, build evaluation datasets, run experiments, catch leakage and data-quality issues, and move successful work from research into reliable production releases.
  • Write SQL and own reporting including dashboards, recurring reports, one-off investigations, and reconciliation against source data.
  • Turn messy data into useful decisions for investing, portfolio support, operations, and growth. The output should be understandable and actionable, not just statistically interesting.
  • Work directly with stakeholders to decide what is worth building, explain findings clearly, and iterate based on how the work is actually used.

What we9re looking for
  • Senior, self-directed data scientist or analytics engineer who can take a loosely defined business problem from first query through a production-quality answer.
  • Deep experience with Python and SQL; comfortable working across notebooks, application code, APIs, and Metabase.
  • Strong applied modeling judgment: feature design, evaluation, missing data, leakage, calibration, interpretability, and knowing when a simple approach is better.
  • Enough data engineering depth to ship your own work: build pipelines, integrate APIs, debug bad source data, and maintain production workflows without heavy engineering support.
  • Clear communicator with good product judgment who can work directly with non-technical stakeholders and turn analysis into a recommendation or operating tool.
  • Extremely high-agency, entrepreneurial, self-driven.
  • Comfortable using modern AI tools and LLMs for analysis, enrichment, evaluation, and automation without treating model output as ground truth.
  • NYC-based or willing to relocate (non-negotiable).

Examples of strong qualifications (good to have but not required)
  • Shipped data products or models that people actually use, with evidence of owning the path from raw data and experimentation through production and iteration.
  • Strong public work: a standout GitHub, useful open-source contributions, published research, technical writing, or unusually good independent analysis.
  • Experience applying data science to venture, finance, marketplaces, growth, CRM, or other messy operational datasets.
  • Experience building LLM evaluation systems, structured extraction pipelines, or AI-assisted research products.
  • Founder or early data hire at a fast-moving startup, especially where you operated without a dedicated data platform or large engineering team.
  • Clear signals of exceptional quantitative ability: strong research, competition results, Math/Physics Olympiad performance, or a top technical academic background.

Why NOT join us
  • Not willing to get hands dirty: doesn9t matter how important you were in past organizations; at Alliance we9re all builders, not managers (even though many of us were managers in past lives).
  • Prioritizing work/life balance: this role demands focus, hunger, and a career-defining level of commitment. You must be locked in.
  • Low agency: if you need someone else to set your priorities or keep you on track, you will fail.
  • You can9t relocate to NYC. This is non-negotiable: our founders are here, and so are we.

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