Ever since the global privacy landscape changed in the last few years, having first-party data has become a requirement for e-commerce businesses. Northbeam steps in to provide our clients with the solution for their data needs, and it pays off. As a result, we’ve been seeing some unprecedented growth. We need your help in order to build the product that’s going to power the great ecommerce brands of the future and today. We’re a remote-first company with team members in San Francisco, Los Angeles, New York, and more.
About the Role
You can expect to work on the following:
Media mix modeling: understanding the relationship between our clients' marketing inputs and marketing outputs (sales, revenue), as well as quantifying the inherent uncertainty involved
Communicating the model and its implications to non-technical stakeholders
Working with our data engineering and product teams to productize the above for our growing customer base
About You
Requirements
Expertise with Python
Strong skills in statistics, probability, and/or machine learning
Experience with differentiable programming or probabilistic programming (e.g. Tensorflow, Pytorch, JAX, Pyro, PyMC)
Ability to clearly communicate results to non-technical audiences, in English
Experience (or enthusiasm) with working in a small, fast-paced company
Good to Have
MS or PhD with research focus on quantitative or statistical methods
Experience working with marketing data
Values
Growth mindset - we’re always learning and growing
Customer focus - we want to make the customer happy with our product
Ownership mentality - we think like owners in the business
Radical candor - we’re transparent and give direct feedback to one another
Empathic disposition - we’re kind to one another and help each other grow