Demo

Senior Data Scientist (Platform)

Agero
Nashville, TN Full Time
POSTED ON 1/23/2025
AVAILABLE BEFORE 4/18/2025

POSITION SUMMARY :

Have you got what it takes to succeed The following information should be read carefully by all candidates.

This position is focused on driving innovation in the core business, including but not limited to, predicting operations performance, short-term forecasting, improving dispatching efficacy, simulation and analyzing data from our network of roadside assistance service providers and extensive call-center operations. An ideal candidate would assist stakeholders in understanding and making use of insights gained from statistical analyses and building predictive models. The platform machine learning team is a highly collaborative cross-functional team with Machine Learning engineers, data scientists, software engineers and product management, working together to power the next wave of ML-driven platform enhancements.

ESSENTIAL FUNCTIONS :

  • Participate in end-to-end data science projects from problem definition and data exploration to result validation and working with engineers to put models in production.
  • Communicate research results effectively in written and spoken forms to various audiences including product management, engineering and executives.
  • Research and experiment with Agero's extensive datasets to gain new insights and drive innovation.

POSSIBLE PROJECTS (within the first 6-12 months) :

  • Conduct analysis to help optimize the performance of our dispatching operations.
  • Predictive modeling of job performance indicators to help improve customer satisfaction.
  • Spatial analysis of our service jobs, leveraging weather and other real-time information to assist our operations.
  • Develop ETA prediction models, employing data fusion techniques to improve accuracy.
  • REQUIREMENTS :

    EDUCATION / EXPERIENCE

    This position requires 5 years of equivalent experience. This experience could come from several paths : e.g., a Ph.D. in a technical field (physical science, engineering, mathematics, computer science, operations research, management science), or a Master’s degree in a technical field and 3 years relevant experience, or a Bachelor’s degree in a technical field and 5 years relevant experience.

    SKILLS

  • Statistics and data exploration, knowledge of EDA best practices.
  • Advanced SQL experience, experience with Snowflake a plus.
  • Experience with A / B testing : designing, sizing and post-analysis.
  • Machine Learning with tabular data : knowledge of modeling with tree-based models like XGBoost.
  • Strong analytical coding skills in Python, proficient with Python data stack (Pandas, Numpy, Scipy, Matplotlib, PyTorch).
  • Good communication skills both in written (technical documents, Python notebooks) and spoken (meetings, presentations) forms.
  • Willing and able to learn and meet business needs, understanding the underlying context.
  • Independent, self-organizing, and able to prioritize multiple complex assignments.
  • NICE TO HAVES

  • Experience running jobs on Airflow or similar orchestrators.
  • Experience with cloud computing (ideally AWS).
  • Experience with forecasting methods and libraries (e.g., Prophet).
  • Experience with PyMC3 or PyStan is a plus.
  • Experience with Geospatial data is a plus.
  • Hiring In :

  • United States : AZ, FL, GA, NH, IL, KY, MA, MI, NC, NM, TN, VA, CA
  • Canada : Province of Ontario
  • LI-REMOTE
  • J-18808-Ljbffr

    If your compensation planning software is too rigid to deploy winning incentive strategies, it’s time to find an adaptable solution. Compensation Planning
    Enhance your organization's compensation strategy with salary data sets that HR and team managers can use to pay your staff right. Surveys & Data Sets

    What is the career path for a Senior Data Scientist (Platform)?

    Sign up to receive alerts about other jobs on the Senior Data Scientist (Platform) career path by checking the boxes next to the positions that interest you.
    Income Estimation: 
    $116,765 - $144,626
    Income Estimation: 
    $142,836 - $179,016
    Income Estimation: 
    $116,765 - $144,626
    Income Estimation: 
    $142,836 - $179,016
    Income Estimation: 
    $142,836 - $179,016
    Income Estimation: 
    $177,911 - $222,488
    Income Estimation: 
    $73,798 - $89,311
    Income Estimation: 
    $90,112 - $113,166
    Income Estimation: 
    $90,112 - $113,166
    Income Estimation: 
    $116,765 - $144,626
    View Core, Job Family, and Industry Job Skills and Competency Data for more than 15,000 Job Titles Skills Library

    Job openings at Agero

    Agero
    Hired Organization Address Boston, MA Full Time
    About Agero : Wherever drivers go, we're leading the way. Agero's mission is to rethink the vehicle ownership experience...
    Agero
    Hired Organization Address Tucson, AZ Full Time
    About Agero: Wherever drivers go, we're leading the way. Agero's mission is to rethink the vehicle ownership experience ...
    Agero
    Hired Organization Address Clarksville, TN Full Time
    About Agero: Wherever drivers go, we're leading the way. Agero's mission is to rethink the vehicle ownership experience ...
    Agero
    Hired Organization Address Jackson, MS Full Time
    About Agero: Wherever drivers go, we're leading the way. Agero's mission is to rethink the vehicle ownership experience ...

    Not the job you're looking for? Here are some other Senior Data Scientist (Platform) jobs in the Nashville, TN area that may be a better fit.

    Data Scientist Senior

    Intermountain Health, Nashville, TN

    Senior Data Scientist

    Humana, Inc., Nashville, TN

    AI Assistant is available now!

    Feel free to start your new journey!