Machine Intelligence Analyst- P&HVAC

Sunbelt Rentals; Fort Mill (SC); On-site; USD 65,000 - 89,000; Full time

Benefits offered by this job

Health, Dental and Vision plans

401(k) Match

Paid time off

Job summary

Sunbelt Rentals is seeking a Machine Intelligence Analyst to leverage AI/ML and advanced data analysis to enhance performance, safety, and efficiency of heavy equipment. The role integrates sensor data from CAN bus/Modbus with business intelligence to automate reporting and drive predictive maintenance.

Ideal candidates will have a data science/engineering background and experience in telematics, OCR, and real-time analytics.

Qualifications

• Bachelor’s degree in data science, Engineering, Computer Science, or a related field.
• Advanced degrees preferred for senior roles.
• Strong problem-solving mindset and ability to communicate technical findings to stakeholders.

Responsibilities

• Predictive Maintenance & Diagnostics: analyze sensor data to predict equipment failure.
• Telematics & Data Engineering: extract and analyze data from CAN bus, Modbus, GPS.
• Performance Optimization: develop AI/ML models to improve fuel efficiency and workflows.
• Automated Alerting & Reporting: create dashboards and alerts for abnormal machine behavior.
• Operational Safety: use ML to flag risky operator behaviors and ensure regulatory compliance.

Education

Bachelor’s degree in data science, Engineering, or Computer Science

Advanced degrees preferred

Tools

Python

R

TensorFlow

PyTorch

Scikit-learn

CAN bus

Modbus

GPS

Power BI

Tableau

SQL

Hadoop

Apache Spark

Job description

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!

A Machine Intelligence Analyst focuses on utilizing advanced data analysis, artificial intelligence (AI), and machine learning (ML) to improve the performance, safety, and efficiency of heavy equipment. This role bridges the gap between raw telematics data- collected from sensors and CAN bus/Modbus systems and actionable business intelligence by automating reporting and alerting to drive predictive maintenance, fuel savings, and operational optimization.

Position Responsibilities

• Predictive Maintenance & Diagnostics:Analyze sensor data (vibration, temperature, hydraulic pressure) to predict equipment failure, reducing downtime and lowering maintenance costs.
• Telematics & Data Engineering:Extract, clean, and analyze raw data from CAN bus, Modbus, and GPS systems to monitor fleet health and location in real time.
• Performance Optimization:Develop AI/ML models to improve fuel efficiency and optimize workflows (e.g., automated scheduling).
• Automated Alerting & Reporting:Create automated dashboards and proactive alerts for operators/managers regarding abnormal machine behavior.
• Operational Safety:Utilize ML to identify unsafe operator behavior (e.g., sudden braking, excessive idling) and ensure compliance with regulatory standards.

Requirements

• Education & Experience: Bachelor’s degree in data science, Engineering, Computer Science, or a related field; advanced degrees are often preferred for senior analyst roles.
• Domain Knowledge: Prior experience in the heavy civil construction or mining industries is highly desirable to understand specific machine behaviors and job site logic.
• Soft Skills: Strong problem-solving mindset and the ability to communicate technical findings to non-technical stakeholders, such as fleet managers and maintenance crews.
• Predictive Maintenance Modeling: Develop and refine AI/ML models to identify anomalies in equipment performance (e.g., vibration spikes, temperature fluctuations) to predict failures before they occur.
• Fleet & Operational Optimization: Analyze machine utilization and idle time to recommend better asset allocation and reduce unnecessary operational costs.
• Safety & Compliance Monitoring: Use AI to flag risky operator behaviors—such as harsh braking or overloading—and automate reporting for regulatory standards like OSHA.
• Fuel Efficiency Analysis: Monitor consumption patterns and identify inefficient operating habits to drive fuel savings, often targeting reductions of up to 15%.
• Automated Reporting & Alerting: Build and maintain dashboards that provide real-time alerts for critical issues like engine faults or unauthorized equipment movement (geo-fencing).

Essential Technical Skills

• Data Integration: Experience with industrial communication protocols such as CAN bus and Modbus to collect data from machine control systems.
• AI/ML Frameworks: Proficiency in Python or R, along with libraries like TensorFlow, PyTorch, or Scikit-learn for building predictive models.
• Telemetry Expertise: Strong understanding of GPS technology, onboard diagnostics (OBD), and Telematics Control Units (TCU) for remote monitoring.
• Data Management: Skills in SQL, data cleaning, and big data tools (e.g., Hadoop, Apache Spark) to handle large volumes of sensor data.
• Visualization: Ability to create complex queries and interactive dashboards using tools like Power BI, Tableau, or specialized construction software.

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: $64,790.40 - 89,086.80

Benefits

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

We are proud to offer the following benefits: Medical/Dental/Vision Insurance 401(k) Retirement Plan - US RRS Plan - CAN Paid Parental Leave Paid Holidays and Paid Time Off Tuition Reimbursement And many more Designed to serve distinct customer segments requiring a high level of technical expertise, Sunbelt Rentals offer a highly diversified product mix, as well as trained experts.

Sunbelt’s extensive fleet exceeds and includes general construction equipment, industrial tools, pumps, power & HVAC, trench shoring, scaffolding, remediation & restoration equipment, and more.

At Sunbelt Rentals, we place enormous value on the welfare and commitment of our employees as well as the superior level of service they provide for our customers. All our employees benefit from extensive on-the-job training, which is amongst the best in the industry. Our advancement opportunities are why many of our staff remain with us throughout their careers.

Sunbelt Rentals means diversity, teamwork, recognition for exceptional performance, and room to grow! We are proud to offer the following benefits: Medical/Dental/Vision Insurance 401(k) Retirement Plan - US RRS Plan - CAN Paid Parental Leave Paid Holidays and Paid Time Off Tuition Reimbursement And many more Designed to serve distinct customer segments requiring a high level of technical expertise, Sunbelt Rentals offer a highly diversified product mix, as well as trained experts. Climate Control Services Industrial Services Tools & Equipment Oil & Gas Services Power & HVAC Services Pile Driving Services Pump Solutions Scaffold Services Remediation and Restoration

A leader in the equipment rental industry, Sunbelt Rentals is constantly advancing the idea of how a company can best serve its customers, communities and the planet.

With over 1,000 locations across North America and an expansive portfolio of products and services, we deliver solutions to support any job.

Sunbelt’s extensive fleet exceeds and includes general construction equipment, industrial tools, pumps, power & HVAC, trench shoring, scaffolding, remediation & restoration equipment, and more.

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.