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Ascend

Automates agency billing, financing, payments

Founding Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA

About the Job

Requirements

  • Experience owning product data within a live workflow and being able to identify a decision it changed.
  • Experience deploying a model into a live workflow and owning its ongoing calibration, drift monitoring, and decision to refit or retire it.
  • Ability to explain calibration, drift, predicted-versus-realized performance, and refit timing to a non-technical owner.
  • Strong SQL and feature-engineering skills.
  • Experience working with Slack, Notion, Excel, Front, and Linear.
  • Strong written and verbal communication skills, ability to quickly understand complex subject matter, and attention to detail.

Responsibilities

  • Develop a deep understanding of Ascend's products, data infrastructure, and disputed metric definitions.
  • Build relationships with Product, Engineering, and the Head of Data to understand how measurement decisions are made.
  • Audit production scores and thresholds and identify gaps in instrumentation.
  • Propose and establish accuracy, success, and exception metrics for Ascend's products.
  • Own thresholds that determine whether the system acts autonomously or routes work to a person.
  • Partner with Product and Engineering to instrument at least one upcoming feature before it ships.
  • Own accuracy, success, and exception metrics across all products.
  • Build and ship workflow-changing models, including confidence scoring on extracted data, ranking and matching for reconciliation, and sequencing for collections and recovery.
  • Monitor production scores against realized outcomes, track drift, define explicit refit or retirement dates, and design experiments suited to available data volume while identifying when a surface cannot support an experiment.
  • Use product usage data to inform the roadmap.

Desired Qualifications

  • Experience with payments.

About the Company

Ascend

Automates agency billing, financing, payments

Ascend is a financial technology company that automates agency bill operations for insurance agencies. Its software combines billing, premium financing, and carrier payable workflows into one platform, helping agencies manage bills, finance premiums, and issue carrier payments more efficiently. Agencies interact with a user-friendly portal that clearly presents financing options, enabling faster policy binding and premium collection without back-and-forth paperwork. By automating these processes, Ascend aims to increase profitability and efficiency for agencies, and differentiate itself by offering a single integrated solution rather than multiple separate tools. The company’s stated goals are to improve EBITDA, reduce operating costs, and save agents time, enabling them to serve their clients better.

Company size
51-200
Company stage
Series A
Total funding
$285.5M
Headquarters
San Francisco, CA
Founded
2021

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