Associate Data Scientist
Sunbelt Rentals
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
Gear up for an exciting career! Sunbelt Rentals supports service members. Veterans encouraged to apply.
- 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
- 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
- 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
- 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
- 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
- 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.
Vacancy posted more than 2 months ago
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