Machine Learning Engineer

We are looking for a Machine Learning Engineer.

Responsibilities:

• Parsing and extracting key information from uploaded resumes in order to automatically populate candidate profiles
• Performing identity resolution methods to deduplicate profiles coming from multiple sources
• Analyzing candidate profiles in order to predict whether they are likely to be suitable for a particular job description
• Analyzing job descriptions to predict whether they are likely to be effective in attracting candidates
• Building predictive models for candidate sourcing methods

Requirements

• A minimum of two years of full time industry experience using machine learning or PhD level research that resulted in building a recommendation system for a particular domain
• A postgraduate degree in computer science, statistics or a related subject
• Solid and demonstrable knowledge of machine learning principles
• Solid and demonstrable knowledge of recommender systems and relevant approaches such as collaborative filtering, matrix factorization techniques, multi-armed bandits etc.
• Experience in building and deploying practical recommender systems leveraging big data sources using technologies such as Apache Spark, Neo4J and so on
• Excellent programming skills in a language such as Java or Python
• Experience in managing Hadoop / Spark / Mesos clusters
• Experience in data analysis using software such as R or MATLAB

Benefits

• Health Care Plan (Medical, Dental & Vision)
• Retirement Plan (401k, IRA)
• Paid Time Off (Vacation, Sick & Public Holidays)
• Family Leave (Maternity, Paternity)
• Training & Development
• Stock Option Plan