Programming

Python, Bash, AWK, MATLAB, R, Mathematica, LaTeX

Molecular Simulation

AMBER, CHARMM, NAMD, OpenMM, GROMACS, WESTPA, BrownDye, VMD, MDTraj, MDAnalysis, PyMOL, Schrödinger

Quantum Chemistry

ORCA, Gaussian, Q-Chem, VASP, Quantum ESPRESSO, Chemcraft, Avogadro

Cheminformatics

RDKit, OpenEye, AutoDock Vina, rDock, MOLDEN, OpenBabel

Free Energy Methods

Alchemical TI, FEP+, SEEKR/SEEKR2, YANK, Perses

Cryo-EM

RELION, ManifoldEM, cryoSPARC, cryoDRGN, EMAN2

AI / ML

PyTorch, TensorFlow, Keras, scikit-learn

HPC

CUDA, OpenMP, MPI, SLURM, PBS, AWS, Google Cloud, Azure HPC, Lustre, GPFS

Data & Visualization

Pandas, Matplotlib, Seaborn, Tableau, Gnuplot, Jupyter

DevOps

Git, GitHub Actions, Docker, Singularity, Travis CI, Jenkins