# Machine Learning Engineer > Workable Demo account · Sydney, Australia · Full-time · Posted 2023-12-25 **Salary:** USD 30,000–60,000 **Workplace:** on_site **Department:** Engineering ## Description 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 ## Apply [Apply at Workable Demo account](https://apply.workable.com/demo-workable-academy-2/j/2453084D74/apply) --- Powered by [Workable](https://www.workable.com)