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Model Predictive Control Jobs in California (NOW HIRING)

... as model predictive control (MPC)-based trajectory planning. You will develop navigation solutions that seamlessly blend data-driven intelligence with principled control-theoretic guarantees. Our ...

... as model predictive control (MPC)-based trajectory planning. You will develop navigation solutions that seamlessly blend data-driven intelligence with principled control-theoretic guarantees. Our ...

... as model predictive control (MPC)-based trajectory planning. You will develop navigation solutions that seamlessly blend data-driven intelligence with principled control-theoretic guarantees. Our ...

... as model predictive control (MPC)-based trajectory planning. You will develop navigation solutions that seamlessly blend data-driven intelligence with principled control-theoretic guarantees. Our ...

Senior Autonomy Engineer

Mountain View, CA · On-site

$123K - $169K/yr

Control systems (e.g., PID, nonlinear control, model predictive control) * Excellent verbal and written communication skills, particularly on technical topics * Safety analysis methodologies: FTA ...

Showing results 41-60

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 job categories do people searching Model Predictive Control jobs in California look for?

The top searched job categories for Model Predictive Control jobs in California are:

What cities in California are hiring for Model Predictive Control jobs?

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

Infographic showing various Model Predictive Control job openings in California as of August 2026, with employment types broken down into 1% As Needed, 71% Full Time, 22% Part Time, 5% Contract, and 1% Nights. Highlights an 95% Physical, 1% Hybrid, and 4% Remote job distribution.

Advanced Process Control Engineer

Carson, CA • On-site

Marathon Petroleum Corporation
Oil and Gas Extraction • 10K+ employees

Other

Medical, Dental, Vision, Retirement, PTO

This job post has expired today. Applications are no longer accepted.


Marathon Petroleum rating

6.1

Company rating: 6.1 out of 10

Based on 205 frontline employees who took The Breakroom Quiz


Job description

## Advanced Process Control EngineerApplylocations: Carson, Californiatime type: Full timeposted on: Posted Todaytime left to apply: End Date: June 18, 2026 (13 days left to apply)job requisition id: 00022417# **An exciting career awaits you**At MPC, we’re committed to being a great place to work – one that welcomes new ideas, encourages diverse perspectives, develops our people, and fosters a collaborative team environment.# **Advanced Process Control Engineer****Job Summary**The Marathon Los Angeles Refinery is seeking an Advanced Process Control (APC) Engineer who will serve as a technical leader for multivariable predictive control and optimization applications across multiple refining units. This role is accountable for the full APC lifecycle, from opportunity identification and economic justification through design, commissioning, sustainment, and long‐term value realization.The APC Engineer partners closely with Operations, Planning, Economics, and Control Systems teams to ensure control strategies are aligned with refinery business objectives, operational constraints, and safety requirements. The role requires deep process knowledge, strong analytical capability, and the ability to mentor other engineers while driving continuous improvement in APC performance.The available onsite schedules for the position are 9/80, 5/40 or 4/1. Occasionally after-hours calls occur and support of TAR as necessary.**Key Responsibilities:*** Lead the development, commissioning, and long‐term sustainment of multivariable predictive control (MPC/APC) applications to optimize unit performance, stability, and profitability.* Own the end‐to‐end APC project lifecycle, including opportunity identification and prioritization, economic benefit estimation, controller design, model development, commissioning, validation, post‐implementation audits, and continuous improvement.* Collaborate with Operations, Planning, and Economics to align APC strategies with refinery business objectives, constraints, and LP signals, translating economic intent into control objectives.* Apply cost‐benefit analysis (CBA) to prioritize APC work and ensure engineering effort is focused on highest‐value opportunities.* Track, report, and communicate APC performance metrics, KPIs, and realized economic benefits, maintaining accountability for sustained results.* Conduct advanced process data analysis and dynamic modeling to identify control performance gaps, root causes, and optimization opportunities.* Develop and maintain dynamic process models, inferential sensors, and lab‐bias‐corrected estimators to support APC and optimization objectives.* Design and maintain cross‐unit and plantwide optimization strategies, including coordination of multiple APC controllers.* Provide technical leadership during APC commissioning, unit startups, shutdowns, turnarounds, and system migrations, ensuring APC readiness and robustness.* Develop, maintain, and audit APC and control system documentation, including control narratives, design basis documents, MV/CV/DV definitions, system architecture diagrams, and technical reports.* Partner with Control Systems, OT, and vendors on APC platform upgrades, migrations, and cybersecurity‐aligned system changes.* Mentor and guide APC and Process Control engineers, serving as a technical authority and promoting best practices in controller design, testing, documentation, and sustainment.* Provide training and technical guidance to Operations, Engineering, and Technical Services on APC functionality, limitations, and economic intent.* Stay current with industry trends and emerging APC and optimization technologies, applying lessons learned to drive continuous improvement and measurable business value.**Education, Experience and Skills****Minimum Qualifications*** Must have a Bachelor of Science degree in Chemical Engineering.* Must have at least ten (10) total years of Engineering experience within refining, petrochemical, or related industries with at least four (4) years of those years in advanced process control engineering.* Proven experience leading APC applications from concept through sustained operation, including economic justification and benefit tracking.* Must be able to wear appropriate PPE in the refinery (respirator), be able to physically perform all tasks in the field and take hair drug test and physical. Ability to access areas of the refinery requiring use of stairs and/or ladders to inspect equipment.* Must have a valid driver’s license. (MPC determines valid status.)* Must be legally authorized to work in the US without the need for future VISA sponsorship.* Travel Requirement is 10 %. (Training and Seminars)* Ability to work extended hours, on occasion, including nights and weekends in process operations environment and during periods of inclement weather.* Ability to maintain on-call status and respond to emergencies as necessary during off-hours.* The available onsite schedules for the position are 9/80, 5/40 or 4/1. Occasionally after-hours calls occur and support of TAR as necessary.**Preferred Qualifications*** Ten (10) or more years of experience in Process Control, with demonstrated responsibility for APC design, commissioning, and sustainment is preferred.* Fifteen (15) or more total years of experience within Controls, Economic & Planning, or Process Engineering is preferred.* Ability to build/develop advanced multi-variable process control models from inception to commissioning is preferred.* Ability to manage APC related intermediate tags and troubleshoot communications or APC related tuning within Honeywell: Experion & TPS/TDC is preferred.Relocation may be available. https://mympcbenefits.com/relocating/This position belongs to a family of jobs with increasing responsibility, competency and skill level. Actual position title and pay grade will be based on the selected candidate’s experience and qualifications.Learn more about Marathon Petroleum’s benefits at https://mympcbenefits.com/As an energy industry leader, our career opportunities fuel personal and professional growth.Location:Carson, CaliforniaJob Requisition ID:00022417Pay Min/Max:$122,900.00 - $212,000.00 SalaryGrade:12 - 13Location Address:2350 E 223rd StAdditional locations:Education:Bachelors (Required)Employee Group:Full timeEmployee Subgroup:RegularMarathon Petroleum Company LP is an Equal Opportunity Employer and gives consideration for employment to qualified applicants without discrimination on the basis of race, color, religion, creed, sex, gender (including pregnancy, childbirth, breastfeeding or related medical conditions), sexual orientation, gender identity, gender expression, reproductive health decision-making, age, mental or physical disability, medical condition or AIDS/HIV status, ancestry, national origin, genetic information, military, veteran status, marital status, citizenship or any other status protected by applicable federal, state, or local laws. If you would like more information about your EEO rights as an applicant, click here. If you need a reasonable accommodation for any part of the application process at Marathon Petroleum LP, please contact our Human Resources Department at talentacquisition@marathonpetroleum.com. Please specify the reasonable accommodation you are requesting, along with the job posting number in which you may be interested. A Human Resources representative will review your request and contact you to discuss a reasonable accommodation. Marathon Petroleum offers a total rewards program which includes, but is not limited to, access to health, vision, and dental insurance, paid time off, 401k matching program, paid parental leave, and educational reimbursement. Detailed benefit information is available at mympcbenefits.com. The hired candidate will also be eligible for a discretionary company-sponsored annual bonus program. Equal Opportunity Employer: Veteran / Disability #J-18808-Ljbffr

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About Marathon Petroleum

Sourced by ZipRecruiter

Marathon Petroleum Corporation, headquartered in Findlay, Ohio, US, is a leading independent petroleum refining, marketing, and transportation company. Their official website can be found at marathonpetroleum.com. The company, part of the energy sector, was established in 1887, making it one of the oldest petroleum companies in the US. It operates an integrated refining, marketing and transportation system concentrated primarily in the Midwest, Northeast, East Coast, Southeast and Gulf Coast of the United States. This includes refineries, pipelines, and terminals that process and transport crude oil and refined products.

Industry

Oil and gas extraction

Company size

10,000+ Employees

Headquarters location

Findlay, OH, US

Year founded

1887