Seeking a skilled professional to join our team as a Data Scientist
About the Role
The Candidate Quality team focuses on developing machine learning models for candidate quality scoring. We utilize AI to enhance role requirements, selection criteria, and candidate matching.
You will work on complex challenges that have a direct impact on people's lives. You'll assist in framing data-addressable problem statements, perform exploratory data analysis, and contribute to building and testing data transformation pipelines.
You'll collaborate with engineers and product managers to iterate on data products and develop models that can effectively identify and highlight relevant skills and qualifications from unstructured text data.
* Framing data-addressable problem statements for candidate-job matching
* Performing exploratory data analysis and preparing datasets for modelling
* Contributing to building and testing data transformation pipelines and baseline ML algorithms
* Collaborating with Engineers and Product Managers to iterate on data products
* Developing models that can effectively identify and highlight relevant skills and qualifications from unstructured text data
Key Responsibilities:
Data Analysis and Modelling
You will be responsible for performing exploratory data analysis, preparing datasets for modelling, and contributing to building and testing data transformation pipelines and baseline ML algorithms.
Collaboration and Communication
You will collaborate with engineers and product managers to iterate on data products and develop models that can effectively identify and highlight relevant skills and qualifications from unstructured text data.
Problem Solving
You will work on complex challenges that have a direct impact on people's lives.