Photonics simulation tools (e.g. Lumerical), Testing Automation, Measurement control, Cleanroom nanofabrication, Optical measurement setups, Electromagnetic simulations, Mechanical design with CAD software, Data Processing, Integrated photonics design, Photonics device characterization

physiologically based pharmacokinetic (PBPK) modelling, toxicology , regulatory science , quantitative structure-activity relationship (QSAR) analysis, Chemistry, Pharmacology, Risk Assessment, read-across methodologies, Biological Sciences

biologics , Recombinant Gene or Protein Production, Project Management, Scale-Up Processes, Data Analysis, Mammalian Cell Culture Systems, Familiarity with Industry Practices and Regulatory Requirements

LIMS integration, Downstream data analysis, VENUS programming, Hamilton systems, epigenetics, Spatial biology, Proteomics

Analytical method development, Hplc, Data Analysis, GCHS, QQQ, Experimental Design, Icp, Lc, Ic, UPCC, Pre-validation, QTOF, GC-MS

Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), Tableau, MATLAB, Deep Learning, Dynamic Programming, Predictive Modeling, Python, Power Bi, Algorithm Development, Machine Learning, Statistical Inference, OR-Tools, Pulp, Heuristic-based optimization, R, Dash, Discrete-event simulation, Gurobi, Data Analysis, reinforcement learning, CPLEX, Plotly, Pyomo, Statistical Modeling, Agentic AI, Agent-based simulation, Simulation, Mathematical optimization

metagenomics , Statistical Analysis, Mps, dna analysis, Genetics, population genetics, Molecular Biology

Python, Sql, data analysis tools, cloud platforms like AWS, mathematical software modelling

Python, Sql, data analysis tools, cloud platforms like AWS, mathematical software modelling

spirometry , Excel, full blood count, Phlebotomy, Powerpoint, Ms Word, HbA1c, Urine microscopy, Laboratory Analysis, Quality Control