R, C, CUDA, Python, Java - Strong comfort
SQL, MPI, C++, Tensorflow (Deep Learning), Spark (Scala) - Some experience
Git, LATEX, R Markdown - Regular usage
Non-linear optimisation - Implementation of maximum likelihood estimation routines requires optimisation
Collaborative statistical analysis - 4+ years experience of producing statistical analyses and casually advising
Multivariate regression - Least squares, generalised linear models, and more
Numerically robust statistics - Algorithmic and algebraic tricks ensure models survive application
Precision-recall analysis - My thesis objectively compared a variety of classifiers for their predictive capacity
Measure theoretic probability and stochastic processes - Calculation and proof
Big data - Genomic data analysis requires algorithmically intelligent use of memory and time
Bioinformatics - 3+ years of experience analyzing genomic sequencing data