Lead research and implementation of solutions for Roojoom’s core products using Data Science and cutting edge machine learning methodologies from various domains in unexplored territory. (from business understanding through data exploration, research, algorithm development, evaluation, optimization & A/B testing to model deployment)
Design and implement Improvements of our ML pipeline and AutoML capabilities
Work in a short life-cycle research and development environment, while continually adjusting algorithms according to A/B testing feedback
Work closely with the Product, Customer Success, BI, Dev, and DevOps team.
Convey complex analysis results clearly and with conviction to stakeholders and customers
MSc\PhD in a quantitative field (Computer Science. Statistics, Software\Information System Engineering or similar), specializing in Machine Learning
4+ years of working experience as a data scientist
Strong knowledge with Python and ML data pipeline development for online production
Strong knowledge with SQL/NoSQL databases
Experience in deploying ML algorithms in an online production environment
Great communication and interpersonal skills
Experience in Recommender System, Auto ML or Reinforcement learning-based algorithms in production will be an advantage
Experience with one or more deep learning framework will be an advantage
