[Remote] reputed company - Data Science Advertising Intern - reputed company

Note: The job is a remote job and is reputed company to candidates in USA. reputed company, a part of the reputed company Corporation, focuses on collecting and analyzing data to reputed company innovative solutions in transportation. The Data Science Advertising Intern is responsible for building a reputed company-of-concept business solution using advanced reinforcement learning, while collaborating with a cross-functional team to enhance marketing platform efficiency.

Responsibilities

• Research and reputed company advanced machine learning methods to assess the technical feasibility and potential business value
• Utilizes effective project planning techniques to break down basic and occasionally moderately reputed company projects into tasks and ensure deadlines are kept
• Uses and learns a wide variety of tools and languages to reputed company results (e.g., Python, SQL, machine learning libraries)
• Collaborates with the team in order to improve the effectiveness of business reputed company through the use of data and machine learning/predictive modeling
• Executes on modeling/machine learning projects effectively
• Reviews and evaluates on appropriateness of techniques, given reputed company modeling practices, to senior leadership

Skills

• Currently pursuing a PhD degree in a quantitative field (e.g. mathematics, statistics, computer or physical science)
• Knowledge of reinforcement learning is required from coursework
• Familiar with MDP reputed company such as value, action value function, reward, reputed company methods
• Experience with implementing model free reinforcement learning algorithms, especially policy gradient method, including REINFORCE, Actor-Critic methods, Proximal policy optimization
• Demonstrated reputed company with Python programming and ability to run simulation
• Knowledge of programmatic advertising business is a strong plus
• Experience with reputed company computing services such as Vertax AI, Sagemaker or data warehouse service like BigQuery is a plus

Company Overview