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Model Predictive Control Jobs in Louisiana (NOW HIRING)

... predictive and other non-destructive testing methodologies designed to identify and isolate ... control • Reliability modeling and prediction • Fault tree analysis (FMEA) • Root cause ...

... role model safe work practices and attend safety meetings * Be active in safety, training and ... Proven experience in preventive and predictive maintenance methods * Ability to identify root cause ...

... role model safe work practices and attend safety meetings * Be active in safety, training and ... Proven experience in preventive and predictive maintenance methods * Ability to identify root cause ...

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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 are the typical challenges faced by engineers working with model predictive control 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 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 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 does a model predictive control do?

A Model Predictive Control (MPC) engineer designs control systems that use a mathematical model to predict future system behavior and optimize control actions accordingly. MPC is commonly used in industries like process control and robotics, requiring skills in control theory, programming, and system modeling. The role involves developing algorithms, tuning controllers, and ensuring system stability and efficiency.

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 cities in Louisiana are hiring for Model Predictive Control jobs?

Cities in Louisiana with the most Model Predictive Control job openings:

Infographic showing various Model Predictive Control job openings in Louisiana as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Pressure Systems Engineer

Atalco

Gramercy, LA • On-site

Full-time

Posted 21 days ago


Job description

Job Summary/Objective
This role works closely with plant maintenance and operations to ensure compliance for pressure vessel integrity throughout the facility. This includes pressure relieve valve compliance and reliability assessments for piping and fixed vessels
Essential Function
• Serves as a lead site technical resource for piping systems, stationary equipment and pressure relief valve (PRV) compliance.
• Leads efforts to ensure site practices & documentation are in compliance with PSM Mechanical Integrity standard
• Works with Operations and Maintenance in the planning, scheduling, execution, and documentation of PRV, stationary equipment and piping inspections
• Works with site maintenance team, inspectors, and contractors to ensure repairs are performed according to specifications and properly documented
• Develops, reviews & updates site maintenance and mechanical integrity procedures associated with plant pressure systems.
• Leads troubleshooting efforts related to pressure systems equipment issues onsite and documents findings.
• Assists the maintenance department with planning of site turnarounds, shutdowns, and special projects with pressure system components. Provides input with regards to schedule, development of job lists, ordering of parts and materials, sequencing of jobs around a critical path, and sizing of work crews based on job estimation
• Provide equipment reliability and performance data to the technical resource networks for input into equipment purchasing requirements, evaluation of equipment performance, vendor performance.
• Works with Operations and Maintenance to ensure the reliability and maintainability of new and modified installations.
• Participates in the development of design and installation specifications along with commissioning plans. Participates in the development of criteria for and evaluation of equipment and technical MRO suppliers and technical maintenance service providers. Develops acceptance tests and inspection criteria as needed.
• Participates in the final check-out of new installations. This includes factory and site acceptance testing that will assure adherence to functional specifications.
• Professionally and systematically defines, designs, develops, monitors and refines an asset maintenance plan for pressure systems that includes:
• Value-added preventive maintenance tasks.
• Effective utilization of predictive and other non-destructive testing methodologies designed to identify and isolate inherent reliability problems
• Provides input on quality and provides quality checks on non-OEM part substitution to eliminate reliability-related and non-reliability-related risks that could adversely impact plant operations.
• Develops engineering solutions to repetitive failures and all other problems that adversely affect plant operations. These problems include capacity, quality, cost or regulatory compliance issues. To fulfill this responsibility, the reliability engineer applies:
• Data analysis techniques that can include:
• Statistical process control
• Reliability modeling and prediction
• Fault tree analysis (FMEA)
• Root cause analysis (RCA) and root cause failure analysis (RCFA)
• Failure reporting, analysis and corrective action system
Key Competencies
• Ability to develop and manage good working relationships with internal departments (production, sales, logistics, accounting), contractors, suppliers inspectors and customers.
• Strong mechanical and electrical knowledge and aptitude.
• Strong written and verbal communication skills.
• Strong knowledge of preventive maintenance programs and the tools associated with failure detection (i.e. vibration analysis, oil monitoring, thermography) as well as the software associated with them.
• Facilitator/Communicator. Deal with gray areas where responsibilities are shared by two or more groups. Find and implement solutions while avoiding finger-pointing.
Required Qualifications
• A minimum of 7 years of maintenance/reliability engineering experience is preferred. Experience required working for an operating company in the chemical manufacturing, refining, or oil and gas industry.
• Solid working knowledge of piping systems design and maintenance, pressure vessel specifications and maintenance, inspection techniques, and manpower coordination.
• Strong verbal and written communication skills.
• Proficiency in basic computer software such as Microsoft Office Suite.
• Knowledge of industrial codes & standards (API, ASME, ANSI, MSHA, State).
• Knowledge of Codeware inspection software is a plus.
Education
• Bachelor's degree in mechanical engineering from an accredited institution required.
Post Offer/Acceptance:
Must successfully complete Atalco Gramercy's required drug screening and physical examination.
• TWIC (Transportation Worker Identification Credential) required prior to offer acceptance;
• MSHA (Mine Safety and Health Administration) training to be completed upon hire.
Language Skills
Ability to read, analyze and interpret information. Ability to write reports and basics business correspondence. Ability to effectively present information and respond to questions from groups, managers, clients, customers, and the general public.
Physical Demands
The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Upon request, reasonable accommodation may be made to enable individuals with qualified disabilities to perform the essential functions. Ability to climb ladders and stairs up to 100 feet. Must possess ability to carry and utilize all required personal protective equipment.
Work Environment
• The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Upon request, reasonable accommodation may made to enable individuals with qualified disabilities to perform the essential functions.
• Must be able to support plant operations which are in continuous operation and work outdoors in various types of weather conditions.
• Fast-paced, high-pressure environment requiring flexibility and resilience
• May require travel and on-site presence with affected business units
• High visibility role with direct interaction with executive leadership
Work Authorization
This role requires authorization to work in the United States.
Other Duties
Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice.
Requirements
Required Qualifications
A minimum of 7 years of maintenance/reliability engineering experience is preferred. Experience required working for an operating company in the chemical manufacturing, refining, or oil and gas industry.
Solid working knowledge of piping systems design and maintenance, pressure vessel specifications and maintenance, inspection techniques, and manpower coordination.
Strong verbal and written communication skills.
Proficiency in basic computer software such as Microsoft Office Suite.
Knowledge of industrial codes & standards (API, ASME, ANSI, MSHA, State).
Knowledge of Codeware inspection software is a plus.
Education
Bachelor's degree in mechanical engineering from an accredited institution required.