Staff Software Engineer, Marketing Data Science
August 6
đ˘ In-office - San Francisco
Description
⢠Lead R&D for new and existing data science powered products at Northbeam. ⢠Collaborate with our engineering and product teams to take working proofs of concept into production for our growing customer base. ⢠Provide technical expertise and support for non-technical stakeholders (internal and external). ⢠Educate colleagues in other departments about the use of data science in marketing and advertising.
Requirements
⢠Bachelor's degree in Mathematics, Computer Science, or a highly quantitative STEM field ⢠Strong first-principles understanding of statistics, linear algebra, probability, and machine learning ⢠Experience with at least three of the following: regression, time series analysis, causal inference, statistical testing, Bayesian modeling, optimization, signal processing ⢠Strong programming skills, and ability to implement data science solutions within a production codebase using clean, interpretable, and maintainable code ⢠Expertise in Python ⢠Minimum 4+ years of professional experience as a data scientist, ML engineer, or quant ⢠Experience with (or enthusiasm about) in a small, fast-paced company, and leading the implementation of projects start-to-finish in a results driven startup environment ⢠Experience with differentiable programming or probabilistic programming (e.g., TensorFlow, PyTorch, JAX, Pyro, PyMC) ⢠Experience with low-level numerical programming and optimizing code written using tensor libraries ⢠Experience in working with cloud infrastructure such as Google Cloud Platform, Azure, and AWS ⢠Expertise in software architecture, distributed systems architecture, or data engineering
Benefits
⢠Equity package ⢠Generous base salary ⢠Healthcare Benefits (medical, dental, vision) ⢠Travel to meet with the team ⢠Flexible PTO Policy ⢠12 Company Paid Holidays
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