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Model Predictive Control Jobs in Louisiana (NOW HIRING)

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Model Predictive Control information

What is Model Predictive Control?

Model Predictive Control (MPC) is an advanced method of process control that uses a mathematical model to predict and optimize the future behavior of a system. It works by solving an optimization problem at each control step to determine the best sequence of control actions, taking into account system constraints and objectives. MPC is widely used in industries such as chemical processing, energy, and automotive because it can handle multivariable control problems and anticipate future events. Its predictive nature allows for improved performance, stability, and efficiency compared to traditional control methods.

What is the difference between Model Predictive Control vs Control Systems Engineer?

AspectModel Predictive ControlControl Systems Engineer
CredentialsEngineering degree, control theory, process modelingEngineering degree, control systems, automation
Work EnvironmentIndustrial automation, process control, manufacturingDesign, develop, and maintain control systems across industries
Industry UsageProcess industries, chemical, oil & gas, manufacturingAutomation, robotics, embedded systems, industrial sectors

Model Predictive Control (MPC) focuses on advanced control algorithms for optimizing processes, while Control Systems Engineers design and implement various control systems. MPC is a specialized skill within control engineering, often requiring knowledge of process modeling and optimization, whereas Control Systems Engineers have broader responsibilities across multiple control technologies. Both roles are essential in industrial automation but differ in scope and application.

What are the typical challenges faced by engineers working with Model Predictive Control (MPC) systems in an industrial setting?

Engineers working with Model Predictive Control systems often encounter challenges related to model accuracy, computational demands, and real-time implementation. Ensuring the process model accurately represents the plant dynamics is critical, as discrepancies can lead to suboptimal control performance. Additionally, MPC algorithms can be computationally intensive, particularly for large-scale or fast processes, requiring careful tuning and optimization to maintain real-time operation. Collaboration with process engineers and IT specialists is common, as integrating MPC with existing control systems and plant infrastructure is a key part of the role.

What are the key skills and qualifications needed to thrive as a Model Predictive Control (MPC) Engineer, and why are they important?

To thrive as a Model Predictive Control Engineer, you need strong foundations in control theory, applied mathematics, and process engineering, usually supported by a degree in engineering or a related field. Proficiency with simulation tools such as MATLAB/Simulink, programming languages like Python or C++, and familiarity with industrial automation systems are typically required. Analytical thinking, problem-solving abilities, and effective communication skills help distinguish top performers in this role. These skills are essential for designing, implementing, and optimizing advanced control algorithms that improve system performance and reliability in complex industrial environments.
What are popular job titles related to Model Predictive Control jobs in Louisiana? For Model Predictive Control jobs in Louisiana, the most frequently searched job titles are:
What job categories do people searching Model Predictive Control jobs in Louisiana look for? The top searched job categories for Model Predictive Control jobs in Louisiana are:
What cities in Louisiana are hiring for Model Predictive Control jobs? Cities in Louisiana with the most Model Predictive Control job openings:
Model Predictive Control jobs near you
Infographic showing various Model Predictive Control job openings in Louisiana as of July 2026, with employment types broken down into 95% Full Time, and 5% Contract. Highlights an 100% In-person job distribution.

Mechanical Integrity and Reliability Coordinator

Canpotex

Saint James, LA

$84K - $112K/yr

Full-time

Re-posted 28 days ago

Job description

The Mosaic Company (NYSE: MOS) is the world's leading integrated producer of concentrated phosphate and potash-two of the three most important nutrients in agriculture. We employ more than 13,000 people in six countries to serve farmers all over the world. Our Headquarters is in Lithia, Florida with operations throughout North America (U.S./Canada) and South America.

At Mosaic We Help the World Grow the Food it Needs - Apply today and join our team!

We are currently seeking a Rotating Equipment Reliability Engineer (II, III, or Sr) for Mosaic's Louisiana Operations.

What will you do:

  • The position provides technical expertise and leadership for implementation and execution of high-speed rotating equipment reliability strategies across the Uncle Sam & Faustina operating site.

  • Provides Reliability and Process subject matter expertise to team of peers.

  • Leads site team of Operations, Maintenance and Reliability personnel to monitor high speed rotating equipment asset reliability results, address issues hindering asset reliability, focus on sustaining gains and delivering value to site financial.

  • Collaborates with peer Reliability Engineers to ensure consistent application and continual improvement of the reliability strategies across the sites.

  • Assesses high speed rotating equipment asset health to prioritize maintenance activities and capital replacement/upgrades.

  • Focuses on advanced training on reliability topics and process knowledge.

  • Provides prioritized asset assessments that support 5-year capital financial planning.

  • Develop subject matter expertise of fundamental reliability concepts and skills.

  • Prepare equipment RFQ packages and technical bid evaluations and make vendor suggestions.

  • Review vendor design documents and coordinate with vendors during equipment design and fabrication process.

  • Develop operations process knowledge required for effective troubleshooting and problem solving.

  • Maintain QA/QC standards for high-speed rotating equipment repair.

  • Use rotating equipment and reliability expertise to facilitate repairable spares program for the sites.

  • Work with reliability engineers to ensure spare parts are properly identified.

  • Seize opportunity to build environmental, health, and safety improvements into equipment asset design.

  • Be a role model to others in exceeding expectations of EHS policies and procedures.

  • Design and review of engineering work to ensure compliance with Mosaic processes, procedures, standards, and regulatory requirements. This will include field inspections at various stages of the project.

  • Development and integration of design standards on all major projects related to high-speed rotating equipment.

  • Evaluation and application of new technologies.

  • Manage high speed rotating equipment file library for accuracy.

  • Lead planning efforts for scheduled high speed rotating equipment overhauls.

What do you need for this role

  • Bachelor's degree Engineering Discipline; preferably in Mechanical Engineering OR 10+ years of high-speed rotating equipment experience in lieu of Bachelor's degree

  • 10MS Office products, CMMS (or similar software) experience

  • Excellent written and communication skills and ability to interface with all levels of management

  • Knowledge of Predictive Technologies (vibration, IR, UE, MCA, Oil analysis)

  • Development experience with PM procedures

  • Must demonstrate ability to influence others; requires strong leadership qualities, teamwork and problem solving/decision making qualities

  • CMRP (SMRP certified maintenance reliability professional), CRE(ASQ certified reliability engineer), CRL (AMP certified reliability leader), CSSBB (ASQ certified six sigma black belt) preferred

Physical work environment is occasionally outdoors occasionally exposed to varying degrees of hot and cold environments.

The physical demands described are representative of those that must be met by an employee to successfully perform the functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

Must be able to safely perform the essential functions of the job without posing a direct threat to the safety of his or her own self, or the safety of others.

Able to lift approximately 0-25 lbs. unassisted and occasionally

Able to climb stairs and work at various heights

Able to hear, with or without correction

Able to read, write and understand basic English

Able to see, with our without correction

Able to travel unassisted

Able to work rotating shifts and overtime as required

Must be authorized to work in the United States.

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