Technical
| Skill | Familiarity (years) | Examples |
|---|---|---|
| R | 8+ | Method Development, Inference, Bioninformatics, Visual Design |
| Python | 8+ | Keras, TensorFlow, SKLearn, PyTorch |
| High-Performance Computing | 8+ | Institutional, Google Cloud, AWS |
| Non-commercial Development (pipelines) | 8+ | (ba)sh, Perl, VPL |
| (non-)Relational Databases | 4+ | (t/P/My)-SQL, MongoDB |
| MATLAB | 4+ | Object-oriented systems modeling, Method Development |
| Front-end Development | 2+ | HTML/CSS, JavaScript, Ruby |
| C/C++ | 2+ | High-performance design (blaze, sleef, diskmat) |
| SAS | 2+ | Inference, study design and validation |
Translational / Miscellaneous
| Skill | Familiarity (years) | Examples |
|---|---|---|
| Technical Writing | 10+ | 20+ publications, 500+ citations |
| Presentation | 10+ | Beamer, Powerpoint, Let’s chat |
| Media Processing | 10+ | ffmpeg, ImageMagick, ImageJ/FIJI |
| Vector Graphic Design | 10+ | AdobePs, GIMP, Inkscape |
| Biology/Bioinformatics | 8+ | (single-cell)RNA-seq, Microarray, Mass Spectrometry, Immunology |
| Numerical Inference | 8+ | Machine Learning, Statistical Inference, Systems Modeling, Operations Research |
| Spatial Inference | 6+ | (Arc)GIS(L), Imputation |
| Time-series Inference | 2+ | Prediction, Risk Management, (G)ARCH |
| Environmental Science | 4+ | Agriculture, Industrial Hygiene |
| (Digital) Music Composition | 15+ | Ableton, FLStudio, Audacity |