Job DescriptionSr. Machine Learning, Insights
Help our customers find what they're looking for and recommend what they'll love. We care about great UX, understanding customer needs, scalable engineering, comprehensive & accurate instrumentation. We're a cross-functional team of product minded full-stack software engineers, machine learning engineers, designers, data analysts & product managers. We're all about data mining, supervised learning & deep learning models, and watching metrics that are predictive of customer retention & gross margin.
About the role
Build data products through analysis & engineering. Work with product managers to id & understand opps & issues as well as prototype models. Engineer solutions for mass production working with product engineers to A/B test experiences. Collaborate with data scientists to understand experiments & fine-tune your problem solving approach.
Utilize Machine learning, customer behavioral psychology and microeconomics shaping offers.
Three plus years of experience utilizing ML to solve real-world problems with Big Datasets
MS or PhD in Artificial Intelligence/ML/stats or equivalent discipline
Python, data manipulation (SQL, Spark, Pandas) and ML (scikit-learn/keras/tensorflow/pytorch) tools
Applied research mindset excited about deep learning & noisy data
Additional bonus if you have:
Solved problems in search, recommendation engines, computer vision, & ad targeting