Chemistry Modeling Scientist

CSG Talent Trenton, NJ
Full Time Mid Level

Posted 4 weeks ago

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About This Role

The Chemistry Modeling Scientist will own the chemistry and physics-based modeling layer for a lithium extraction industrial technology platform. This role involves translating real-world field data into predictive insights to inform operations, product development, and long-term technology strategy. It is a hands-on position at the intersection of chemistry, data, and industrial deployment.

Responsibilities

  • Develop, run, and scale chemistry based, physics based, and data driven models for brine pond and evaporation systems
  • Integrate thermodynamic, kinetic, and empirical models with sensor and field data
  • Calibrate and validate models using historical data, lab testing, and pilot scale results
  • Own the chemistry data layer, including sensor data, lab analysis, sampling data, field logs, and operational metadata
  • Translate complex model outputs into clear, actionable operational recommendations
  • Support real-time and forward-looking decision-making during pilots and deployments
  • Partner closely with product leadership to influence digital twin roadmap, sensor selection, data requirements, and future software/hardware features
  • Contribute to technical documentation, customer discussions, and investor facing materials

Requirements

  • PhD in Chemical Engineering, Chemistry, Materials Science, or related field
  • Strong foundation in aqueous chemistry, thermodynamics, phase behavior, heat and mass transfer
  • Experience building and running process models or data-driven models
  • Comfortable working with noisy, real-world field data
  • Ability to bridge deep technical work with operational and commercial impact

Qualifications

  • PhD in Chemical Engineering, Chemistry, Materials Science, or related field
  • Experience building and running process models or data-driven models. Comfortable working with noisy, real-world field data. Ability to bridge deep technical work with operational and commercial impact. Experience with brine, evaporation, lithium, water, hydrometallurgy, or chemical processing systems; digital twin, industrial analytics, or sensor-integrated platforms; pilot-scale R&D or early stage technology environments; and field based or outdoor industrial testing.

Nice to Have

  • Experience with brine, evaporation, lithium, water, hydrometallurgy, or chemical processing systems
  • Experience with digital twin, industrial analytics, or sensor-integrated platforms
  • Experience with pilot-scale R&D or early stage technology environments
  • Field based or outdoor industrial testing experience

Skills

thermodynamics * aqueous chemistry * phase behavior * heat and mass transfer * process models * data-driven models * sensor data * field data * brine * evaporation systems * lithium extraction * hydrometallurgy * chemical processing systems * digital twin * industrial analytics *

* Required skills

About CSG Talent

Manufacturing
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