Ethan Jones

Ethan Jones Email and Phone Number

Software Engineer @ John Deere | Stanford University @ John Deere
moline, illinois, united states
Ethan Jones's Location
San Francisco Bay Area, United States
About Ethan Jones

I am a Software Engineer at John Deere with a background in Data Science and Economics, where I focus on building and optimizing high-scale data pipelines from IoT and onboard sensors. My role specializes in transforming petabytes of fleet data into actionable models to enhance product performance. I also support low-latency weather-serving models, delivering timely data to millions of customers and internal teams.I'm driven by a passion for solving complex, impactful problems and continuously seeking challenges that push me to improve systems and make a tangible difference. I drive to make the complex achievable and simple.

Ethan Jones's Current Company Details
John Deere

John Deere

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Software Engineer @ John Deere | Stanford University
moline, illinois, united states
Website:
johndeere.com
Employees:
38396
Ethan Jones Work Experience Details
  • John Deere
    Data/Software Engineer
    John Deere Jan 2023 - Present
    San Francisco, California, United States
    Optimize Deere’s Feature Store to easily aggregate 13 petabytes of agronomic and embedded system data gathered from onboard agriculture equipment using Spark to serve to 100+ data analystsSimplified Deere’s weather API services using AWS Chalice, API Gateway, Lambda, and Terraform, creating a low-latency API for 100,000's of customers in production systemsDeveloped GIS data processing pipelines (Spark, S3) to support brand sustainability goals, providing end users with personalized information on nitrogen-use efficiency metrics, increasing subsciption benefitsImproved feature store API, allowing internal customers to efficiently utilize petabytes of data for use in production systems used by over 20 internal teams building more than 50 productsLed my team in using Sentinel-2 and PlanetLab satellite imagery to provide NDVI (vegetation index) metrics in customer fields, leading to a possible increase in recurring revenue by $117 millionBuilt algorithms to dynamically adjust MySQL Database metadata in a low-latency feature store for consumer agricultural applications, enhancing data efficiency and qualityLed a project to forecast used inventory levels at the John Deere dealer level using neural networks and traditional statistical methods to influence $37 million incentives given to customersProvided SQL tools to our pricing specialists and other business stakeholders to query data in databases, converting them from Excel spreadsheets to curated datasets in our enterprise Data LakeCollaborated with cross-functional teams, including engineers and non-technical stakeholders, for the successful creation and deployment of deep learning models using Tensorflow and MLFlow
  • Breakout Mentors
    Kids Coding Mentor
    Breakout Mentors Nov 2021 - Jun 2022
    Palo Alto, California, United States
    Mentor beginner programming students ranging from middle school to high school through the creation of interactive projects coded in Python; teach and explain basic programming logic and Python language syntax as well as valuable coding practices, including debugging techniques and code organization.
  • Newmark
    Data Analyst
    Newmark May 2021 - Sep 2021
    Remote
    • Updated and improved an algorithm for optimal commission pricing in commercial real estate markets nationally, highlighting a $10 million revenue gap• Automated data analysis for market shares for over 1000 markets. Moved from a process that took an employee days to a process that was automatic and took five minutes.• Created data visualizations for linear regressions and their confidence intervals to identify under-performing and over-performing brokers for every U.S. broker team.• Used machine learning techniques like one-hot encoding and binary variables to simplify model creation pipeline

Ethan Jones Education Details

Frequently Asked Questions about Ethan Jones

What company does Ethan Jones work for?

Ethan Jones works for John Deere

What is Ethan Jones's role at the current company?

Ethan Jones's current role is Software Engineer @ John Deere | Stanford University.

What schools did Ethan Jones attend?

Ethan Jones attended Stanford University.

Who are Ethan Jones's colleagues?

Ethan Jones's colleagues are Roland Pichette, Meenakshi Kangokar, Dinesh Jadhav, Bhoora Meena, Radhakrishnan Sheeja, David Drury, Shubh Agrawal.

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