A utility to make handling many resumes easier by automatically pulling contact information, required skills and custom text fields. These results are then surfaced as a convenient summary CSV.
Quick Start Guide
This assumes you've installed Anaconda (as discussed in Python Environment)
# Create Python virtual enviornment conda env create -f environment.yml # Activate Python virtual environment source activate resume #Retrieve language model from spacy python -m spacy download en # Run code (with default configurations) cd bin/ python main.py # Review output open ../data/output/resume_summary.csv
bin/main.py: Code entry point
confs/confs.yaml.template: Configuration file template
data/input/example_resumes: Example resumes, which are parsed w/ default configurations
data/output/resume_summary.csv: Results from parsing example resumes
Python code in this repo utilizes packages that are not part of the common library. To make sure you have all of the appropriate packages, please install Anaconda, Python 2.7 Version, and install the environment described in
environment.yml (Instructions here, under Creating an environment from an environment.yml file, and Activating an environment).
Once Anaconda is installed, you can follow the steps described in the Quick Start Guide
This program utilizes a configuration file to set program parameters. You can run this program with the default parameters view sample output, but you'll probably want to create a config file and modify it to get the most value from this program.
# Create configuration file from template scp confs/confs.yaml.template confs/confs.yaml # Modify confs to match your needs open confs/confs.yaml
The configuration file has a few parameters you can tweak:
resume_directory: A directory containing resumes you'd like to parse
summary_output_directory: Where to place the .csv file, summarizing your resumes
data_schema_dir: The directory to store table schema. This is mostly for development purposes
skills: A YAML list of skills. Each element in this list can either be a string (e.g.
machine learning), or a list aliases for the same skill (e.g.
[ml, machine learning, machine-learning])
universities: A YAML list of universities you'd like to search for
Feel free to contact me at
13herger <at> gmail <dot> com