Seeking a Data Scientist to join our Data Insights team. This role is a hands-on engineering and researching position responsible for using machine learning and statistical tools to leverage management and member experience. This role will also be involved in Innovation team which aims at building up next generation digital platform to bring our members completely new experience.
Gathering and analyzing data, performing POC analysis from a statistical perspective, identifying key factors, building prototypes and reporting findings to product owners;
Formulating machine learning/statistical/optimization approaches according to business metrics, designing features from rich data sources, training, evaluating and deploying models;
Implementing statistical testing to measure the success of projects and business impact;
Researching forefront techniques, proposing and initiating innovative data science efforts to drive management efficiency and member experience;
Designing and building up scalable data science pipelines, creating high-performance APIs within engineering according to business requirements, maintaining data science pipelines;
Constructing APIs for data gathering, exploring and performing QA for third party data;
Learning and sharing knowledge about data science, proposing the capability of data science to business team.
Bachelor degree in a computational science with 2+ years of post graduate work experience in Machine Learning/Statistics/Data Science, Master degree is preferred; PHD
Experience with traditional as well as modern machine learning/statistical techniques, including Regression, Classification, Regularization, Ensemble Methods, Deep Neural Network, Causal Inference, and Hypothesis Testing;
3+ years experience with programming languages, such as Python, R, Java, C/C++; familiarity with Linux/Unix/Shell environments, Python preferred.
3+ years experience in working with large-scale database, experience with AWS products is preferred;
2+ years hands-on skills in sourcing, cleaning, manipulating and analyzing large volumes of data;
Strong written and oral communication skills.
2+ years experience in building and maintaining large scale data/machine learning pipelines in online advertising, recommender system, ecommerce or relevant areas;
Experience leading machine learning/data science projects;
Experience working with product, sales and other key stakeholders to drive business success.
228 East 45th Street New York, NY, 10017