Arity is looking to empower marketers to reach prospects and display relevant messaging based on how, when, and where they drive by optimizing the in-house marketing platform for advertisers and publishers, as well as revenue, throughout all funnels. This involves finding inefficiencies, growing and scaling the platform, and rapidly deploying, testing, and iterating algorithms.
Requirements
- Knowledge of reinforcement learning is required from coursework
- Familiar with MDP framework such as value, action value function, reward, Monte Carlo methods
- Experience with implementing model free reinforcement learning algorithms, especially policy gradient method, including REINFORCE, Actor-Critic methods, Proximal policy optimization
- Demonstrated fluency with Python programming and ability to run simulation
- Experience with cloud computing services such as Vertax AI, Sagemaker or data warehouse service like BigQuery is a plus
- Uses and learns a wide variety of tools and languages to achieve results (e.g., Python, SQL, machine learning libraries)
- Knowledge of programmatic advertising business is a strong plus
Responsibilities
- Research and develop advanced machine learning methods to assess the technical feasibility and potential business value
- Uses and learns a wide variety of tools and languages to achieve results (e.g., Python, SQL, machine learning libraries)
- Collaborates with the team in order to improve the effectiveness of business decisions 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 current modeling practices, to senior leadership
- building a proof-of-concept business solution using advanced reinforcement learning in Analytics and Data Science
- rapidly deploy, test and iterate algorithms on our platform
Other
- Summer 2026 internship is for students currently enrolled in a graduate degree program.
- This is a highly dynamic position that requires a great degree of flexibility, analytic agility and the ability to rapidly adapt to meet business need, new technologies and data sources.
- If you like the challenge of working on state-of-the-art techniques in advertising, this is the perfect job for you.
- Utilizes effective project planning techniques to break down basic and occasionally moderately complex projects into tasks and ensure deadlines are kept
- Target Start date: May/June 2026
