Postdoctoral Researcher - Translational Pbpk/pd Modeling

Johnson & Johnson Johnson & Johnson · Pharma · Beerse, Antwerp, Belgium

Postdoctoral Researcher to join the Translational PBPK/PD modeling group, focusing on mechanistic modeling at the interface of pharmacology, biology, and quantitative data science for oncology drug development. The role involves developing and applying innovative mechanistic translational modeling strategies to integrate various data streams and improve human dose prediction for next-generation solid tumor therapies.

What you'd actually do

  1. develop and apply innovative mechanistic translational modeling strategies that integrate in vitro, in vivo, pharmacokinetic, pharmacodynamic, efficacy and safety data across emerging therapeutic modalities.
  2. improve human dose prediction of solid tumor therapies, by strengthening the translation from preclinical findings to clinical development.
  3. build mechanistic PK/PD models linking target-mediated tissue concentrations for novel modalities (e.g. radioligand therapies, T-cell engagers, and antibody-drug conjugates) to biomarkers of interest.
  4. integrate multiple experimental data streams, ranging from advanced tumor in vitro models to quantitative preclinical biodistribution studies, in order to characterize systemic, tumor and tissue exposure, efficacy drivers, and safety liabilities.
  5. authoring scientific reports, internal and external presentations, and peer-reviewed publications.

Skills

Required

  • PBPK or mechanistic PK/PD modeling
  • translational modeling
  • nonlinear mixed-effects modeling
  • systems modeling & simulation
  • Monolix
  • NONMEM
  • SimBiology
  • MATLAB
  • R
  • Simcyp
  • SimCYP designer
  • experimental systems
  • scientific communication
  • multidisciplinary team collaboration
  • English written and oral communication
  • interpersonal skills
  • organizational ability

Nice to have

  • guide experimental design
  • mathematical problem solving
  • critical data analysis/interpretation
  • evaluate, interpret and integrate large datasets and literature
  • pharmacology
  • modeling of novel modalities (radioligand therapies, T-cell engagers, and antibody-drug conjugates)

What the JD emphasized

  • PhD in a relevant life science subject area (pharmaceutical sciences, pharmacometrics, pharmacokinetics, biomedical engineering, systems pharmacology) with strong expertise in PBPK or mechanistic PK/PD modeling.
  • Hands-on experience with translational modeling, nonlinear mixed-effects or systems modeling & simulation approaches,e.g. Monolix, NONMEM, SimBiology, MATLAB, R, Simcyp, SimCYP designer or related environments.
  • Strong scientific communication skills, independence, and the ability to work effectively in a multidisciplinary team are critical.
  • Excellent written and oral communication skills in English, excellent interpersonal skills, a high level of organizational ability