Process Modeling Engineer

Mariana Minerals

$90K — $120K *
Manufacturing & Automotive
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree or higher in Chemical Engineering, Mechanical Engineering, Process Engineering, Metallurgical Engineering, or related field.
  • Proficient in process simulation tools like ASPEN Plus/HYSYS, SysCAD, OLI Studio, or METSIM.
  • In-depth knowledge of mass transfer, heat transfer, thermodynamics, fluid flow, and reaction engineering.
  • Experience in developing material and energy balances for complex integrated processes.
  • Familiar with data reconciliation and model validation with experimental data.
  • Competency in Python or MATLAB for automation and data processing is a plus.

Responsibilities

  • Develop steady-state and dynamic process models for mineral refineries using advanced simulation tools.
  • Automate process and equipment sizing linked to modeling outputs and engineering documents.
  • Maintain process simulation databases for consistency in modeling assumptions and test data.
  • Calibrate models with pilot plant data to ensure fidelity and predictability.
  • Conduct optimization studies to enhance energy efficiency and material recovery rates.
  • Validate PLC and DCS programming with dynamic process models to optimize design parameters.
  • Document methodologies and findings for technical reviews and regulatory submissions.

Benefits

  • Opportunities for professional development in cutting-edge mineral refining technology.
  • Work in a collaborative environment with R&D and project execution teams.
  • Engagement in projects pivotal to the global energy transition.
  • Potential for career advancement in a growing and innovative field.
Full Job Description
The Role

Mariana Minerals is seeking a highly motivated Process Modeling Engineer to support the development of next-generation refining processes for critical minerals - key to enabling the world's energy transition.

In this role, you will be responsible for developing, validating, and optimizing heat and material balance models using tools such as ASPEN Plus/HYSYS, SysCAD, OLI Studio, or METSIM. You will work closely with R&D, pilot operations, and project execution teams to translate lab and pilot data into robust, scalable process models that drive the design of first-of-a-kind mineral refining facilities.

What You'll Do
  • Develop steady-state and dynamic process models to establish heat and material balances for integrated mineral refinery systems using ASPEN, SysCAD, OLI, or METSIM.
  • Automate equipment and process sizing (reactors, heat exchangers, filters, crystallizers, evaporators, and separators) based on model outputs, linking models to datasheets and other engineering tools
  • Develop and maintain process simulation databases, ensuring consistency and traceability between modeling assumptions, test data, and engineering deliverables.
  • Calibrate and reconcile models using pilot or plant operating data to ensure model fidelity and predictive accuracy.
  • Conduct process optimization studies - evaluating energy/heat recovery, recycle strategies, and material efficiency improvements.
  • Develop dynamic process models to validate PLC and DCS programming and evaluate/optimize buffer sizing throughout the design.
  • Link process models to CAPEX and OPEX estimation tools, automating technoeconomic model development
  • Document modeling methodologies and results, providing clear technical communication for design reviews, techno-economic assessments, and regulatory submissions.
What You'll Bring
  • Bachelor's degree or higher in Chemical Engineering, Mechanical Engineering, Process Engineering, Metallurgical Engineering, or a closely related engineering discipline
  • Proficiency in one or more of the following process simulation tools:
    • ASPEN Plus / HYSYS
    • SysCAD
    • OLI Studio / OLI Flowsheet
    • METSIM
  • Deep understanding of mass transfer, heat transfer, thermodynamics, fluid flow, and reaction engineering.
  • Experience developing material and energy balances for multi-step, integrated process systems.
  • Strong grasp of chemical equilibria and phase behavior in aqueous and non-aqueous systems.
  • Familiarity with data reconciliation, parameter fitting, and model validation using experimental or operational data.
  • Competency with Python or MATLAB for model automation, data processing, and custom calculations is a strong plus.
  • Experience integrating process modeling outputs into EPC deliverables (PFDs, P&IDs, equipment datasheets, control narratives, etc.)

Similar Jobs

More Jobs at Mariana Minerals

  • Process Modeling Engineer
    $90K — $120K *
    Houston, TX 77084 (Harris County)
    Manufacturing & Automotive
    In-Person
  • Process Modeling Engineer
    $90K — $130K *
    San Francisco, CA 94112 (San Francisco County)
    Manufacturing & Automotive
    In-Person
  • Global Sourcing Manager
    $120K — $150K *
    San Francisco, CA 94112 (San Francisco County)
    Manufacturing & Automotive
    In-Person
  • Mine Planner
    $120K — $150K *
    San Francisco, CA 94112 (San Francisco County)
    Real Estate & Construction
    In-Person
  • Sr. Data Engineer
    $120K — $160K *
    San Francisco, CA 94112 (San Francisco County)
    Information Technology
    In-Person

More Manufacturing & Automotive Jobs

Find similar Process Modeling Engineer jobs: