Bioinformatics tools: Software tools for genome data analysis (such as FastQC, Samtools, BAMtools SnpEff, SnpShift and etc.), programs for genomes assembling and annotation (SPAdes for bacterial, Artemis Comparison Tool, Prokka and etc.), Software tools for Transcriptomic analysis (Trinity), packets of programs for phylogenetics analysis (such as FigTree, PartitionFinder, MrBayers and etc.). Metagenomics and proteomics data analysis.
Statistics: Linear regression, ANOVA, Cluster Analysis, Multivar statistics
Programming languages: Python (programming and ML), R (statistical analysis)
Methods of molecular biology: Restriction analysis, gel electrophoresis, ligation, site-directed mutagenesis, PCR in various modifications (such as RT-PCR, PCR), sequencing library preparation
Protein biochemistry methods: SDS-PAGE, SDD-AGE, Coomassie and Ponceau staining, Western blot analysis, proteins purification, 2D protein electrophoresis, MS analysis.