Data Scientist

Reflow System Inc

$90K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in data science or advanced analytics.
  • Strong proficiency in statistics and model validation.
  • Hands-on experience with Python and relevant data science libraries.
  • Expertise in SQL and handling large datasets.
  • Ability to convert vague business challenges into data-driven strategies.
  • Skilled in collaborative work across engineering and product teams.

Responsibilities

  • Design and build algorithms to enhance core analytics and intelligence.
  • Develop automated models for data classification and structuring.
  • Collaborate with machine learning engineers to implement models in production.
  • Translate product and business problems into actionable data solutions.
  • Iterate on models to provide insights and improve recommendations.
  • Refine standard operating procedures to minimize manual tasks.
  • Analyze datasets for insights to drive product value.
  • Evaluate and iterate on model performance for better accuracy.

Benefits

  • Opportunity to shape the intelligence layer of a growing product.
  • Collaborative environment with direct interaction with founders and cross-disciplinary teams.
  • Flexible work options for part-time or full-time engagement.
  • Focus on real-world applications of machine learning to enhance user effectiveness.
Full Job Description
We need a Data Scientist to help design and build the algorithms that power insights, pre-label data, and reduce the need for manual configuration by users. This role sits at the intersection of machine learning, product, and data, turning complex data into clear, actionable value for our customers.

What you'll do
  • Design and build algorithms that power Reflow's core intelligence and analytics capabilities.
  • Develop models to pre-label, classify, and structure data, reducing the need for manual setup by users.
  • Collaborate with machine learning engineers to productionize models and integrate them into scalable systems.
  • Partner with product and engineering to translate business problems into data-driven solutions.
  • Build and iterate on models that generate insights, predictions, and recommendations.
    Help define and improve data structures that support modeling, analysis, and automation.
  • Work on improving the SOP driven experience by reducing manual steps and increasing automation.
  • Analyze complex datasets to identify patterns, trends, and opportunities for product value.
  • Continuously evaluate model performance and iterate to improve accuracy, reliability, and impact.
  • Ensure solutions are efficient, scalable, and aligned with real-world workflows and user needs.

Who you are
  • Experienced in applied data science, machine learning, or advanced analytics in a product-driven environment.
  • Strong foundation in statistics, modeling, and experimental design.
  • Hands-on with Python and common data science libraries.
  • Comfortable building and evaluating models that move into production.
  • Strong SQL skills and ability to work with large, complex datasets.
  • Able to translate ambiguous problems into structured, data-driven solutions.
    Focused on building systems that reduce manual work and deliver clear value to users.
    Collaborative and comfortable working across engineering, product, and leadership teams.

Bonus points
  • Experience with pre-labeling, weak supervision, or automated data labeling techniques.
    Familiarity with recommendation systems, classification, or predictive modeling.
  • Experience working with ML engineers to productionize models.
  • Understanding of workflow automation, process optimization, or operations analytics.
  • Exposure to real-time data or event-driven systems.


Why join

You'll help build the intelligence layer of Reflow, creating the algorithms that power automation, reduce manual setup, and unlock meaningful insights for our customers. You'll work directly with founders and engineers across product, data, and machine learning to shape how intelligence is delivered at scale. This is a high-impact role focused on turning data into real, measurable value.

We're open to part-time or full-time. Ideal for builders who care about applying machine learning to solve real-world problems and creating systems that make users more effective.

Compensation:

We offer competitive pay based on the market and where you're located. The salary ranges in our job postings are intentionally wide because they need to cover both U.S. and international candidates. Our final offer will depend on things like your experience, skill set, and location.

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