Data Scientist

What you'll do

• Use modeling to develop a deep understanding of how our product provides value to our customers, and to identify and quantify opportunities for creating additional value
• Collaborate with Product and Tech teams to evaluate the effectiveness of current features, and identify new opportunities
• Work with a broader team of researchers, engineers, product managers, and customer-facing groups
• Develop experimental designs to answer questions, and perform analysis of the results
• Apply causal inference approaches to maximize the data we have on hand

What you'll need

• Ability to present data science results and recommendations to cross-functional teams
• Expertise in modern statistics/data science/machine learning
• Expertise in a statistical programming language (we use Python and R internally) and data access tools (e.g., SQL)

What we'd like to see

• Experience with machine learning (e.g. xgboost, generalized linear models, additive models, clustering, factorization machines, etc), deep learning (PyTorch a plus), statistics (experimental design, estimation, testing), and LLMs
• Experience with Probabilistic Programming Languages (PPL) like Stan and Pyro
• Graduate Degree with a background in statistics and machine learning, and/or applied social sciences or equivalent work experience
• Ability to maintain a fun, casual, professional, and productive team atmosphere
• Communication in a courteous, tactful, and concise manner
• Enthusiasm and desire to thrive in an atmosphere of constant change

Benefits

• Competitive compensation
• Stock options
• Healthcare for the family group
• Wellness perks 
• Mac equipment
• Learning & development stipend 
• 3 weeks of vacation
• English lessons