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Associate Data Scientist

Sunbelt Rentals

Fort Mill, SC

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JOB DETAILS
SALARY
$85,680–$117,810 Per Year
SKILLS
Application Programming Interface (API), Artificial Intelligence (AI), Caching, Computer Science, Construction, Continuous Deployment/Delivery, Continuous Integration, Cost Modeling, Data Analysis, Data Modeling, Data Science, Dental Insurance, Docker, Documentation, Equipment Rentals, Heavy Equipment/Vehicles, Kernel Programming, Lift/Move 25 Pounds, Loading/Unloading, Open Source, Pattern Analysis, Performance Analysis, Performance Metrics, Performance Modeling, Production Systems, Pumps, Python Programming/Scripting Language, Rentals, SQL (Structured Query Language), Sales Pipeline, Scaffolding, Statistics, System Validation, Systems Analysis, Test Plan/Schedule, Usage Analysis, Vehicle Fleets, Vision Plan
LOCATION
Fort Mill, SC
POSTED
Today
Join Our Team!

Sunbelt Rentals strives to be the customer's first choice in the equipment rental industry. From pumps to scaffolding to general construction tools, we aim to be the only call needed to outfit a job site with the proper equipment. Not only do we offer a vast fleet that ranks among the best in the industry, we pair it all with a friendly and knowledgeable staff. Our employees are our greatest asset, and although we present a comprehensive equipment offering, our expertise and service are what truly distinguish us from the competition.

We pride ourselves on investing in our workforce and offer competitive benefits, as well as extensive on-the-job training for all eligible employees.

As a highly successful national company, we are constantly looking for talented individuals to support our growth. If you are interested in pursuing a rewarding career, we invite you to review our opportunities!

Job Description Summary

Position Objective:

Associate Data Science to work with the existing Data Science team to develop model and analyze data.

Position Responsibilities:

Production LLM Tools & Agentic Workflows

  • Build and maintain LLM-powered tools and applications in production environments
  • Design, develop, and iterate on agentic workflows that orchestrate multi-step reasoning, tool use, and decision-making
  • Implement and maintain RAG pipelines, prompt management systems, and evaluation frameworks
  • Monitor LLM application performance, cost, latency, and output quality in production
  • Develop guardrails, safety checks, and structured output validation for deployed AI systems


Model Production & MLOps
  • Deploy, monitor, and maintain ML models in production using CI/CD pipelines
  • Track data drift, model degradation, and trigger retraining workflows as needed
  • Build and maintain feature pipelines, model registries, and experiment tracking infrastructure
  • Optimize model inference for cost and performance (batching, caching, model selection)
  • Write tests and documentation for production ML systems


Data Science & Analysis

  • Analyze usage patterns, model performance metrics, and business impact of deployed AI tools
  • Run experiments to evaluate new models, prompts, and agent architectures
  • Collaborate with stakeholders to translate business needs into data-driven AI solutions


Requirements:

Education & Experience:
  • Bachelor's or Master's degree in Data Science, Computer Science, Statistics, or a related field
  • 1-3 years of experience in data science, ML engineering, or a related role (including internships)
  • Proficiency in Python and SQL
  • Hands-on experience with LLMs (OpenAI, Anthropic, open-source models) and prompt engineering
  • Familiarity with at least one agentic AI framework (LangChain, LangGraph, CrewAI, AutoGen, Semantic Kernel, or similar)
  • Experience deploying models or applications to production (cloud platforms, Docker, APIs)
  • Understanding of core ML concepts: model training, evaluation, versioning, and monitoring


Physical Demands:

Must be able to bend, squat, crouch and/or reach and lift up to 25 pounds or more, as required by the job. Some Sunbelt jobs may require driving for long periods of time, loading and unloading heavy equipment, performing work in extreme weather conditions including rain, wind, or excessive temperatures and/or night and weekend work. All duties must be performed according to Sunbelt's safety policies and guidelines. Reasonable accommodations may be made to comply with ADA/ADAAA.

The above description covers the principal duties and responsibilities of the job. The description shall not, however, be construed as a complete listing of all miscellaneous, incidental or similar duties which may be required from day to day.

Sunbelt Rentals is an Equal Opportunity Employer - Minority/Female/Disabled/Veteran and any other protected ground

Base Pay Range: $85,680.00 - 117,810.00

Starting rate of pay may vary based on factors including, but not limited to, position offered, location, education, training, and/or experience. Please visit https://www.sunbeltrentals.com/careers/ for more information on our benefits and to join our Talent Network.

Sunbelt also provides a comprehensive benefits package to its full-time employees. This package includes:
  • Health, Dental and Vision plans
  • 401(k) Match
  • Volunteer time off
  • Short-term and long-term disability
  • Accident, Life and Travel insurance, as well as flexible spending
  • Tuition Reimbursement Options
  • Employee Assistance Program (EAP)
  • Length of Service Awards


You will become eligible for benefits on the first of the month following 30 days from your start date. Sunbelt offers team members the following paid time off from work, subject to Sunbelt's policies (unless specified in a collective bargaining agreement):
  • 12-25 vacation days depending on years of service
  • 5 sick days
  • 6 holidays
  • 2 half day holidays
  • 2 floating holidays
  • 1 inclusion day
  • 1 volunteer day


Gear up for an exciting career!

Sunbelt Rentals supports service members. Veterans encouraged to apply.

About the Company

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Sunbelt Rentals

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