Lead and manage data science projects focusing on reinforcement learning algorithms
Collaborate with cross-functional teams to deliver high-quality machine learning models
Develop and maintain scalable and clean code for machine learning implementations
Ensure timely project execution and adherence to quality standards
Requirements
Strong experience leading teams that deliver ML & DL models at Scale (3+ years leading teams, preferably in Marketing)
Exposure to MMM/MTA, Lead Scoring, etc class of models that are used in marketing
Strong experience working with Reinforcement Learning algorithms (minimum 2 years), including but not limited to Deep Reinforcement Learning, Q-learning, Dynamic Programming, Multi-Armed Bandits/Contextual Bandits, etc
Strong proficiency with creating scalable and clean codes within Python
Strong experience in SQL (mandatory)
Experienced in creating reward systems required for Reinforcement Learning based approaches
Minimum 5 years of Experience developing ML & DL models
Strong focus on Project execution, management and quality delivery through Diligently following practices such as Agile