Avatar for Farmers Business Network
An Almanac for the Modern Farmer
  • B2B
  • Scale Stage
    Rapidly increasing operations
  • Top Investors
    This company has received a significant amount of investment from top investors
  • +1

Data Scientist, Credit & Risk

Posted: 2 years ago
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About the job

Company Overview

Farmers Business Network®* (*FBN®) is on a mission to power the prosperity of family farmers and rural communities around the world, transforming how the world farms with an integrated, technology-enabled agricultural platform.

We offer high ROI farm inputs, fintech and sustainability products and services powered by network data, and farm-tested insights from our global farmer community. Our platform helps FBN® members make confident decisions to ensure the economic viability of their farms, while also empowering them to be a part of the solution as the global community confronts its most pressing issues: providing food security for a growing population, transitioning to more sustainable agriculture, and responding to climate change.

We are a dynamic, innovative, and mission-driven AgTech company that offers competitive compensation and benefits as well as boundless career mobility. We are backed by top investors, including Fidelity, ADM, Google Ventures, Kleiner Perkins, DBL Partners, T Rowe Price and Temasek. We have been featured in these articles by the Wall Street Journal and Forbes, and were also named "One of the 50 Most Innovative Companies in the World" by Fast Company Magazine.

THE ROLE

How can we sustainably feed the world? With the population set to reach nine billion by 2050 and available farmland decreasing, the odds are stacked against us. This problem falls squarely on the shoulders of farmers, who are increasingly working harder for less. FBN helps farmers to solve these problems.

Farmers are often forced to make key decisions in the face of significant uncertainty about their impact. FBN applies technology and data science to this challenge. We're building the world's largest agronomic dataset - made up of billions of data points, gathered from sophisticated sensors on farm equipment. The network effect of farmers sharing their data allows us to deliver unprecedented analyses that help farmers make data-driven decisions - we're not just building new technology, we're also making new agricultural scientific discoveries.

Data science underlies every product that we build at FBN, so you'll see your work directly translate into new products for our farmers. The Data Science Team at FBN:

  • Explores one of the world's most unique, interesting, and diverse datasets
  • Furthers scientific understanding about what affects agricultural production
  • Uncovers insights that help farmers efficiently support a growing population
  • Makes meaningful improvements in the world by translating data science into products that help farmers increase yield and efficiency

We're looking for a Data Scientist, Credit, Fraud and Risk to help us better understand our farmer customers. More specifically, this role will:

  • Build, maintain and improve FBN’s proprietary credit model(s) for our input, operating, equipment and land lending
  • Interface with capital market partners’ credit committees, where needed
  • Develop algorithms to detect potential fraud across our platform (e.g., loan applications, crop insurance applications, crop insurance claims, etc.)
  • Identify anomalous user behavior that might be associated with bad actors (e.g., store fraud, fake logins, fake user accounts, etc.)
  • Produce data products that support securitization
  • Build scalable data pipelines, models and frameworks that help our teams better serve our farmer customers
  • Design, implement and analyze hypothesis-driven experiments to optimize the performance of our credit and fraud detection efforts

Required Skills

  • 5+ years working with lending data (e.g., repayment history, loan tapes, credit modeling and risk assessment, etc.) to drive key business outcomes
  • Experience building and or leveraging unique and proprietary data systems that combine data from many sources (e.g., public, private, user, derived insights) to drive business outcomes.
  • Deep understanding of statistical modeling concepts
  • Familiarity with machine learning algorithms
  • Excellent programming skills (R or Python preferred)
  • Familiarity with cloud computing and version control

**** Required Experience

  • MS or greater in statistics or related discipline

*The following represents FBN's reasonable estimate of the US national average base salary range of possible compensation for this role based on market data and placement of internal employees: $120,000 - $135,000. *

This salary range may vary based on geography and variations in cost of labor. Beyond the above or adjusted to market salary range, FBN also offers all full-time employees competitive equity compensation, health and wellness benefits, and various perks.

FBN is proud to be an equal opportunity employer that is committed to diversity and inclusion in the workplace. We do not discriminate in hiring or any employment decision based on race, color, religion, national origin, age, sex (including pregnancy, childbirth, or related medical conditions), marital status, ancestry, physical or mental disability, genetic information, veteran status, gender identity or expression, sexual orientation, or other applicable legally protected characteristic. FBN considers qualified applicants with criminal histories, consistent with applicable federal, state and local law. ******We participate in the E-Verify program in certain locations as required by law. Learn more about the E-Verify program here.****** FBN is also committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please email fill out this form.

About the company

Farmers Business Network company logo
An Almanac for the Modern Farmer11-50 Employees
Company Size
11-50
Company Type
Agricultural Industry.
Company Type
Big Data Analytics
  • B2B
  • Scale Stage
    Rapidly increasing operations
  • Top Investors
    This company has received a significant amount of investment from top investors
  • Valuation $1B+
    This company has a valuation of $1B or more
Learn more about Farmers Business Network image

Funding

AMOUNT RAISED
$408.5M
FUNDED OVER
10 rounds
Rounds
E
$175,000,000
Series E - Jan 2019+9

Founders

Matthew Meisner
Founder • 3 years
San Francisco
image
View the team image

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