Data Scientist

Job Description

Job description Design implement and update media mix models to find the optimal investment mix across marketing channels Interpret and translate findings from the MMM into actionable business insights Work closely with other data scientists and business intelligence analysts to create deep dive analyses to address questions from stakeholders Support regular shareouts by creating visualizations and delivering presentations as needed Build and deploy endtoend ML pipelines that can handle largescale data efficiently Continuously monitor model performance in production via automation and iterate to maintain relevance Experiment with novel methods to improve MMM accuracy and interpretability Validate models through backtesting and evaluation of observed data Deliver data insights at the appropriate level of detail and perform fast followup to feedback Qualifications You Have 02 years experience in Data Science and ML Engineering MS or PhD in StatisticsData ScienceComputer Science or related disciplines with specialization in machine learning techniques Knowledge of both supervised and unsupervised machine learning techniques Have full stack experience in data collection aggregation analysis visualization productionalization and monitoring of data science products The ability to write robust code in Python and leverage associated machine learning packages Experience using Jupyter Notebooks Familiarity with a variety of statistical models and methods ie causal methods treebased algorithms time series analysis regression analysis Communicate concisely and persuasively with engineers and product managers Strong detail orientation with a penchant for data accuracy Familiar with version control systems Git BitBucket Must successfully pass a background check You might also have Experience using Google Cloud Platform BigQuery ML Engine and APIs Experience using project management tools like those from Atlassian JIRA Confluence Can wrangle data using SQL and Pandas Background in NLP or text mining techniques is a plus Background in deep learning and Tensorflow is a plus